This document provides information about the Global City Teams Challenge TECH JAM conference being held on February 12-13, 2015 at the National Institute of Standards and Technology campus in Gaithersburg, Maryland. The agenda includes keynote speakers, presentations from existing Global City Teams projects, and breakout sessions for forming new partnerships and projects. Project topics are organized under action clusters including Disaster Resilience, Transportation, General, Education, Health & Public Safety, and Energy & Utilities. The document provides the conference agenda, speaker bios, room assignments, and summaries of existing project presentations to the action clusters.
The EnergyTech conference series began in 2010 through productive dialog and interaction between technology and systems engineers / professionals within INCOSE, IEEE, and NASA GRC. The 2015 conference addresses the changing dynamics and emerging technologies in Energy, and also deals with some of the most significant, consequential risks and issues in our critical infrastructure, posing major threats to civilized existence.
The document discusses various topics related to futuring and innovation including:
- Defining what a futurist is and examples of early futurists like H.G. Wells and Jules Verne.
- Techniques for forecasting the future like the Delphi method, scenario writing, and analyzing forces of change.
- Examples of past predictions and technological innovations that came to fruition as well as those that did not.
- The impact of emerging technologies and social media in enabling new forms of communication, collaboration, and sharing of information in real-time across the world.
Education Service Innovators presentation at AHFE Human-Side of Service Engineering conference Krakow Poland. ISSIP, IBM, Smarter Planet, T-shapes, Service Science
Presentation made on Sahana Disaster Management System at AAAI Spring Symposium 2015, March 23-25, 2015, Stanford University, Palo Alto, CA, USA on the topic of Structured Data for Humanitarian Technologies: Perfect Fit or Overkill?
The document discusses the evolution of ICT4D (Information and Communication Technologies for Development) projects from ICT4D 1.0 to the emerging ICT4D 2.0 approach. It outlines that most past ICT4D projects have failed to achieve their goals. ICT4D 2.0 calls for new models of engagement that recognize this phase change by taking a demand-driven, bottom-up approach and applying principles from Web 2.0 such as collaboration. The NextEd project is discussed as an example that applies some of these principles through its virtual learning environment and "Ubun2.0" engagement model focused on cooperation, co-creation and an open beta process.
La Unión Europea ha propuesto un nuevo paquete de sanciones contra Rusia que incluye un embargo al petróleo ruso. El embargo se aplicaría gradualmente durante seis meses para el petróleo crudo y ocho meses para los productos refinados. Este paquete de sanciones requiere la aprobación unánime de los 27 estados miembros de la UE.
Calit2 – Increasing Interaction Between Industry and University ResearchersLarry Smarr
08.03.31
Presentation
Panel on Best Practices in University-Industry Research Collaborations 2008 Engineering Deans Institute (EDI)
“Strategic University-Industry Partnerships for Innovation”
American Society for Engineering Education
University of California, San Diego
Title: Calit2 – Increasing Interaction Between Industry and University Researchers
La Jolla, CA
This document provides an agenda and details for the US Ignite Application Summit taking place from June 24-27, 2014 at the Juniper Aspiration Dome in Silicon Valley, CA. Over the 4 days, the summit will include keynote speeches, breakout sessions on next-generation applications, workshops, and opportunities to experience applications firsthand. Speakers will represent organizations such as the FCC, NSF, Mozilla, and more. The agenda provides times for educational sessions, networking, and showcases of applications developed by the US Ignite community.
The EnergyTech conference series began in 2010 through productive dialog and interaction between technology and systems engineers / professionals within INCOSE, IEEE, and NASA GRC. The 2015 conference addresses the changing dynamics and emerging technologies in Energy, and also deals with some of the most significant, consequential risks and issues in our critical infrastructure, posing major threats to civilized existence.
The document discusses various topics related to futuring and innovation including:
- Defining what a futurist is and examples of early futurists like H.G. Wells and Jules Verne.
- Techniques for forecasting the future like the Delphi method, scenario writing, and analyzing forces of change.
- Examples of past predictions and technological innovations that came to fruition as well as those that did not.
- The impact of emerging technologies and social media in enabling new forms of communication, collaboration, and sharing of information in real-time across the world.
Education Service Innovators presentation at AHFE Human-Side of Service Engineering conference Krakow Poland. ISSIP, IBM, Smarter Planet, T-shapes, Service Science
Presentation made on Sahana Disaster Management System at AAAI Spring Symposium 2015, March 23-25, 2015, Stanford University, Palo Alto, CA, USA on the topic of Structured Data for Humanitarian Technologies: Perfect Fit or Overkill?
The document discusses the evolution of ICT4D (Information and Communication Technologies for Development) projects from ICT4D 1.0 to the emerging ICT4D 2.0 approach. It outlines that most past ICT4D projects have failed to achieve their goals. ICT4D 2.0 calls for new models of engagement that recognize this phase change by taking a demand-driven, bottom-up approach and applying principles from Web 2.0 such as collaboration. The NextEd project is discussed as an example that applies some of these principles through its virtual learning environment and "Ubun2.0" engagement model focused on cooperation, co-creation and an open beta process.
La Unión Europea ha propuesto un nuevo paquete de sanciones contra Rusia que incluye un embargo al petróleo ruso. El embargo se aplicaría gradualmente durante seis meses para el petróleo crudo y ocho meses para los productos refinados. Este paquete de sanciones requiere la aprobación unánime de los 27 estados miembros de la UE.
Calit2 – Increasing Interaction Between Industry and University ResearchersLarry Smarr
08.03.31
Presentation
Panel on Best Practices in University-Industry Research Collaborations 2008 Engineering Deans Institute (EDI)
“Strategic University-Industry Partnerships for Innovation”
American Society for Engineering Education
University of California, San Diego
Title: Calit2 – Increasing Interaction Between Industry and University Researchers
La Jolla, CA
This document provides an agenda and details for the US Ignite Application Summit taking place from June 24-27, 2014 at the Juniper Aspiration Dome in Silicon Valley, CA. Over the 4 days, the summit will include keynote speeches, breakout sessions on next-generation applications, workshops, and opportunities to experience applications firsthand. Speakers will represent organizations such as the FCC, NSF, Mozilla, and more. The agenda provides times for educational sessions, networking, and showcases of applications developed by the US Ignite community.
The Importance of Large-Scale Computer Science Research EffortsLarry Smarr
05.10.20
Talk at Public Seminar on Large-Scale NSF Research Efforts for the Future Computer Museum
Title: The Importance of Large-Scale Computer Science Research Efforts
Mountain View, CA
The document provides an itinerary for a visit by Huntsman Scholars from Utah State University to the UC Santa Cruz Silicon Valley Campus. The schedule includes welcome remarks, introductions of visitors and speakers, presentations on topics like human-computer interaction and the future of AI from an industry perspective, and a possible walking tour of the building and site before departing for lunch. The event aims to provide the scholars with insights into Silicon Valley's innovation ecosystem from faculty members at the Santa Cruz campus.
Computing is fundamental to all instructional technologies. VT should ensure students, faculty and staff are proficient in computational thinking and data-driven decision making. Ongoing research in areas like learning science and ubiquitous computing will lay the foundations for future educational practices. Digital libraries can transform learning by providing personalized educational resources and services through integrated virtual learning environments and educational metadata standards.
1) Engineering education is transforming due to the influence of information technology and entrepreneurship.
2) Societal infrastructure is on the threshold of disruptive changes due to technological advances.
3) American universities are leading the transformation of engineering education through research consortia and centers to prepare students for these changes.
Cyberinfrastructure in Louisiana: From Black Holes to Hurricanes. Presentation at Cyberinfrastructure Days, Notre Dame, April 29-30, 2010. http://ci.nd.edu/
This document outlines a proposed project called TU1204 People Friendly Cities in a Data Rich World. It discusses threats, opportunities, and challenges facing cities. It proposes using sensors, analytics, and services to collect data that can help make cities smarter and more livable. Key elements of the project include establishing working groups, a knowledge platform, living laboratories, and frameworks for collaborative urbanism. The project aims to involve partner cities, draw on diverse skills, and link with other associated programs and networks to achieve wider goals around sustainable cities.
The UC California Institutes for Science and InnovationLarry Smarr
06.04.25
Invited Talk to
Seminar on Creating a Regional Innovation Cluster: From Discovery to Application
Title: The UC California Institutes for Science and Innovation
La Jolla, CA
The document summarizes the work of the California Institute for Telecommunications and Information Technology (Calit2) which conducts multidisciplinary research on the future of the internet through collaboration between universities, industry, and the community. Calit2 provides facilities and support for undergraduate research and education programs related to areas like wireless networks, sensors, robotics, and disaster response.
K mark dyer_peoplefriendlycitiesdatarichworldevaminerva
Presentation by Prof. Mark Dyer, chair of the COST Action TU1204, People Friendly Cities in a Data Rich World at
the kick off meeting - 2013
Presented by the Chair of the session at the
EVA/Minerva Jerusalem International Conference on Digitisation of Culture,
Jerusalem, The Jerusalem Van Leer Institute, 12-13 November 2013
http://www.digital-heritage.org.il
Presentations available at: http://2013.minervaisrael.org.il
Speaker: Jim Spohrer
Date: Tuesday April 18, 2023
Place: UC Santa Cruz - Silicon Valley
Title: "Generative AI and Design: From Present Practice to Future Vision”
Abstract: "AI upskilling is a top priority for everyone who wishes to improve their productivity and creativity. I will share some simple examples of how I use generative AI tools today in my work; as well as who I follow to learn more advanced tricks. Despite today's many limitations, AI tool capabilities will continue to improve rapidly (including a new explosion of smartphones apps), so it is important to understand how AI may disrupt work, especially creative work (see for example this Harvard Business Review post - https://hbr.org/2023/04/how-generative-ai-could-disrupt-creative-work). With the larger goal of humanity-centered design (beyond human-centered design), all responsible actors can learn to invest systematically and wisely in becoming better future versions of themselves, with improved win-win interaction and change processes that maximize benefits and minimize harms to diverse stakeholders. In conclusion, I will share the X+AI vision (described in my co-authored book 'Service in the AI Era: Science, Logic, and Architecture Perspectives'), which describes a world design where we all possess a digital twin of ourselves - our trusted cognitive mediators."
8. City Science: Urban Big Data and New Urban SystemsMITEF México
Data-driven analysis of economic
activity, human behavior, mobility
patterns, resource consumption, etc.
in order to inform an evidence-based
process of designing new cities
Mpict cloud computing and ict workforce 20110106 v8ISSIP
The document discusses emerging trends in information and communication technologies (ICT) and their implications. It notes that ICT is becoming pervasive and networked, with tremendous impact on society, the ICT workforce, and technical education. It argues that demand will increase for local ICT talent with broader skill sets that combine both depth and breadth of knowledge across disciplines and systems.
Jointly Exploring the Frontiers of Engineering ResearchLarry Smarr
07.09.11
The Jacobs School All-Staff Breakfast and School Address
Calit2@UCSD
Title: Jointly Exploring the Frontiers of Engineering Research
La Jolla, CA
Talk given to the Smart City course students at CEPT University. Oct 19, 2014.
* Overview on Physical (IoT/Sensor), Cyber (OpenGov) and Social (citizen Sensing) data
* Relevance to City Departments
* Three smart city applications (from India, Europe and US)
More on the course: http://indianexpress.com/article/india/india-others/cept-launches-first-ever-course-on-smart-cities/
This document discusses a partnership between IBM and universities in Colombia to collaborate on 21st century skills. It notes that the main focus of the collaboration will be on skills development, with engineering enrollment and royalties/revenue from investments being secondary topics. The document provides background on IBM's global university programs and strategies to partner with universities for research, skills development, recruiting, generating revenue from solutions, and taking on social responsibility.
Service science progress and directions 20100620ISSIP
Provides and overview of IBM University Programs, as well as an update on applying service science (an emerging discipline) to holistic service systems, like cities, universities, and resort hotels - that have to deal with transportation, water, food, energy, communications, buildings, retail, finance, health, education, and governance-security-development-rights
Calit2 as a Model for Collaborative InnovationLarry Smarr
Dr. Larry Smarr discussed his work over 30 years building cross-disciplinary teams at research institutes like Calit2 to solve real-world problems using cutting-edge technology. Calit2 is a collaborative research institute between UCSD and UCI that brings together over 1000 researchers from 24 departments to work on projects in health, energy, environment and culture. Calit2 provides world-class research facilities and has worked with over 180 industrial partners and incubated 17 startups. Examples of Calit2's work includes creating virtual reality models of historical sites, monitoring wildfires in real-time, and creating a "digital twin" interactive virtual reality model of San Diego County.
Slides from US Ignite Smart Gigabit Community lighting rounds. Part of the US Ignite Wednesday afternoon sessions at the 2017 Smart Cities Connect conference in Austin Texas.
NSF PI Meeting presentation on US Ignite - Nishal MohanUS-Ignite
The US Ignite Smart Gigabit Communities Program supports communities in developing and deploying next-generation applications and services to build foundations for smart communities. It provides opportunities, workshops, conferences and education to enable smart, connected communities. The program brings together municipalities, academia, foundations, entrepreneurs, investors and corporations to create innovation ecosystems. It aims to spur collaboration between universities and communities to apply research to local problems and pursue technology transfer.
The Importance of Large-Scale Computer Science Research EffortsLarry Smarr
05.10.20
Talk at Public Seminar on Large-Scale NSF Research Efforts for the Future Computer Museum
Title: The Importance of Large-Scale Computer Science Research Efforts
Mountain View, CA
The document provides an itinerary for a visit by Huntsman Scholars from Utah State University to the UC Santa Cruz Silicon Valley Campus. The schedule includes welcome remarks, introductions of visitors and speakers, presentations on topics like human-computer interaction and the future of AI from an industry perspective, and a possible walking tour of the building and site before departing for lunch. The event aims to provide the scholars with insights into Silicon Valley's innovation ecosystem from faculty members at the Santa Cruz campus.
Computing is fundamental to all instructional technologies. VT should ensure students, faculty and staff are proficient in computational thinking and data-driven decision making. Ongoing research in areas like learning science and ubiquitous computing will lay the foundations for future educational practices. Digital libraries can transform learning by providing personalized educational resources and services through integrated virtual learning environments and educational metadata standards.
1) Engineering education is transforming due to the influence of information technology and entrepreneurship.
2) Societal infrastructure is on the threshold of disruptive changes due to technological advances.
3) American universities are leading the transformation of engineering education through research consortia and centers to prepare students for these changes.
Cyberinfrastructure in Louisiana: From Black Holes to Hurricanes. Presentation at Cyberinfrastructure Days, Notre Dame, April 29-30, 2010. http://ci.nd.edu/
This document outlines a proposed project called TU1204 People Friendly Cities in a Data Rich World. It discusses threats, opportunities, and challenges facing cities. It proposes using sensors, analytics, and services to collect data that can help make cities smarter and more livable. Key elements of the project include establishing working groups, a knowledge platform, living laboratories, and frameworks for collaborative urbanism. The project aims to involve partner cities, draw on diverse skills, and link with other associated programs and networks to achieve wider goals around sustainable cities.
The UC California Institutes for Science and InnovationLarry Smarr
06.04.25
Invited Talk to
Seminar on Creating a Regional Innovation Cluster: From Discovery to Application
Title: The UC California Institutes for Science and Innovation
La Jolla, CA
The document summarizes the work of the California Institute for Telecommunications and Information Technology (Calit2) which conducts multidisciplinary research on the future of the internet through collaboration between universities, industry, and the community. Calit2 provides facilities and support for undergraduate research and education programs related to areas like wireless networks, sensors, robotics, and disaster response.
K mark dyer_peoplefriendlycitiesdatarichworldevaminerva
Presentation by Prof. Mark Dyer, chair of the COST Action TU1204, People Friendly Cities in a Data Rich World at
the kick off meeting - 2013
Presented by the Chair of the session at the
EVA/Minerva Jerusalem International Conference on Digitisation of Culture,
Jerusalem, The Jerusalem Van Leer Institute, 12-13 November 2013
http://www.digital-heritage.org.il
Presentations available at: http://2013.minervaisrael.org.il
Speaker: Jim Spohrer
Date: Tuesday April 18, 2023
Place: UC Santa Cruz - Silicon Valley
Title: "Generative AI and Design: From Present Practice to Future Vision”
Abstract: "AI upskilling is a top priority for everyone who wishes to improve their productivity and creativity. I will share some simple examples of how I use generative AI tools today in my work; as well as who I follow to learn more advanced tricks. Despite today's many limitations, AI tool capabilities will continue to improve rapidly (including a new explosion of smartphones apps), so it is important to understand how AI may disrupt work, especially creative work (see for example this Harvard Business Review post - https://hbr.org/2023/04/how-generative-ai-could-disrupt-creative-work). With the larger goal of humanity-centered design (beyond human-centered design), all responsible actors can learn to invest systematically and wisely in becoming better future versions of themselves, with improved win-win interaction and change processes that maximize benefits and minimize harms to diverse stakeholders. In conclusion, I will share the X+AI vision (described in my co-authored book 'Service in the AI Era: Science, Logic, and Architecture Perspectives'), which describes a world design where we all possess a digital twin of ourselves - our trusted cognitive mediators."
8. City Science: Urban Big Data and New Urban SystemsMITEF México
Data-driven analysis of economic
activity, human behavior, mobility
patterns, resource consumption, etc.
in order to inform an evidence-based
process of designing new cities
Mpict cloud computing and ict workforce 20110106 v8ISSIP
The document discusses emerging trends in information and communication technologies (ICT) and their implications. It notes that ICT is becoming pervasive and networked, with tremendous impact on society, the ICT workforce, and technical education. It argues that demand will increase for local ICT talent with broader skill sets that combine both depth and breadth of knowledge across disciplines and systems.
Jointly Exploring the Frontiers of Engineering ResearchLarry Smarr
07.09.11
The Jacobs School All-Staff Breakfast and School Address
Calit2@UCSD
Title: Jointly Exploring the Frontiers of Engineering Research
La Jolla, CA
Talk given to the Smart City course students at CEPT University. Oct 19, 2014.
* Overview on Physical (IoT/Sensor), Cyber (OpenGov) and Social (citizen Sensing) data
* Relevance to City Departments
* Three smart city applications (from India, Europe and US)
More on the course: http://indianexpress.com/article/india/india-others/cept-launches-first-ever-course-on-smart-cities/
This document discusses a partnership between IBM and universities in Colombia to collaborate on 21st century skills. It notes that the main focus of the collaboration will be on skills development, with engineering enrollment and royalties/revenue from investments being secondary topics. The document provides background on IBM's global university programs and strategies to partner with universities for research, skills development, recruiting, generating revenue from solutions, and taking on social responsibility.
Service science progress and directions 20100620ISSIP
Provides and overview of IBM University Programs, as well as an update on applying service science (an emerging discipline) to holistic service systems, like cities, universities, and resort hotels - that have to deal with transportation, water, food, energy, communications, buildings, retail, finance, health, education, and governance-security-development-rights
Calit2 as a Model for Collaborative InnovationLarry Smarr
Dr. Larry Smarr discussed his work over 30 years building cross-disciplinary teams at research institutes like Calit2 to solve real-world problems using cutting-edge technology. Calit2 is a collaborative research institute between UCSD and UCI that brings together over 1000 researchers from 24 departments to work on projects in health, energy, environment and culture. Calit2 provides world-class research facilities and has worked with over 180 industrial partners and incubated 17 startups. Examples of Calit2's work includes creating virtual reality models of historical sites, monitoring wildfires in real-time, and creating a "digital twin" interactive virtual reality model of San Diego County.
Slides from US Ignite Smart Gigabit Community lighting rounds. Part of the US Ignite Wednesday afternoon sessions at the 2017 Smart Cities Connect conference in Austin Texas.
NSF PI Meeting presentation on US Ignite - Nishal MohanUS-Ignite
The US Ignite Smart Gigabit Communities Program supports communities in developing and deploying next-generation applications and services to build foundations for smart communities. It provides opportunities, workshops, conferences and education to enable smart, connected communities. The program brings together municipalities, academia, foundations, entrepreneurs, investors and corporations to create innovation ecosystems. It aims to spur collaboration between universities and communities to apply research to local problems and pursue technology transfer.
New Smart Gigabit Community 2017 announcement - Nishal MohanUS-Ignite
Welcoming new US Ignite Smart Gigabit Communities members for 2017. Part of the US Ignite Tuesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
RFP announcement for new US Ignite Smart Gigabit Cities - Nishal MohanUS-Ignite
Presentation by US Ignite National Community Leader, Dr. Nishal Mohan on the RFP for new members of the Smart Gigabit Communities program. Part of the US Ignite Tuesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
Holograms in Your City: Smart Training, Data Visualization and Communication ...US-Ignite
A demonstration on innovative approaches to education and engagement by Professor of Computer Science at Case Western Reserve University, Mark Griswold. Part of the US Ignite Tuesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
Innovation in Gigcity, Chattanooga TN - Ken HayesUS-Ignite
Director of the Enterprise Center presents on the incredible success story that is Chattanooga Tennessee. Part of the US Ignite Wednesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
Compute for Cancer features an application that harnesses unused computing power in Smart Gigabit Communities and applies the computing power towards efforts to help cure cancer. Part of the US Ignite Wednesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
Towards Wireless-Networked Real-Time Augmented Vision - Hongwei ZhangUS-Ignite
Presentation by Hongwei Zhang, professor of Computer Science at Wayne State University. Part of the US Ignite Wednesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
The Future of Smart & Connected Communities: Driving Science and Community Im...US-Ignite
1. The document discusses smart and connected communities efforts across the US government and NSF's role in driving research and community impact through its Smart and Connected Communities program.
2. NSF's program focuses on fundamental science and engineering research with emphasis on community engagement and long-term sustainability.
3. Community stakeholders and universities have a key role in enabling smart communities through partnerships with NSF and each other.
Data-Driven Green Design Case Studies - Dominique DavisonUS-Ignite
Presentation on as part of the demonstration of PlanIT Impact, a smart gigabit application from Kansas City for enable data-driven green design. Part of the US Ignite Wednesday morning sessions at the 2017 Smart Cities Connect conference in Austin Texas.
Innovation in Phoenix: City on the Rise - Dominic PapaUS-Ignite
The document describes the Institute for Digital Progress (IDP), a 501(c)3 nonprofit organization that aims to transform the Phoenix region into a global hub for smart city and IoT technology through civic innovation. It outlines two pathways for innovation - Innovation as a Service (IaaS), which facilitates pilots of innovative technologies to address urban issues, and AZ Urban iLabs, which provides a platform for entrepreneurs to test ideas in real cities. The goal is to encourage bottom-up innovation and testing of new solutions to improve life for city residents.
NSF 16-610* is a notification of opportunities to support, foster, and accelerate fundamental research and education that addresses challenges in enabling Smart & Connected Communities (S&CC)
Next Generation Broadband Cities - Lightning TalksUS-Ignite
Lightning Talks fromMegan Smith U.S. Chief Technology Officer
NIST, OSTP, Tech Hire, Maker Movement, CitySDK, Regional Big Data Hubs, Start-up in a Day, Broadband Connectivity Index, ConectED, Community Gigabit Fund
at the Launch of Smart Gigabit Communities event January 26, 2016
Innovation economy remarks to ignite! january 2016US-Ignite
Dr. Ronald Weissman discusses how Smart Gigabit Communities can help tackle big problems through increased collaboration enabled by high-speed internet networks. He argues that Silicon Valley's success was built over generations through collaboration between universities, companies, and investors. Smart Gigabit Communities have the potential to accelerate this process by allowing for deeper connections between different sectors. This could help attract venture capital funding to regional hubs working on issues like autonomous vehicles, healthcare, and smart energy grids that require collaborative solutions beyond any single company.
The document discusses the goals and concepts of the Global Environment for Network Innovations (GENI) project. The goals are to rapidly deploy distributed applications across infrastructure within 5-15 minutes. It uses containers instead of virtual machines to efficiently use resources. Key concepts are using containers as the execution environment, leveraging cloud tools like Docker and Ansible for orchestration, and deploying applications as "slicelets" of connected containers. Current deployment includes the GEE portal and services are in progress like storage, reverse proxy, and custom container images. The overall aim is to allow deployment of applications across infrastructure within minutes using standard tools.
The document provides an agenda for a Smart Gigabit Communities Kickoff Event taking place on January 26, 2016 in Washington DC. The agenda includes presentations and workshops from 8:30am to 1:45pm on topics such as an overview of the Smart Gigabit Communities program, community presentations from various cities, technical outlines, funding, and next-generation networks. There will be separate morning sessions for community leaders and technical leaders, followed by additional community presentations, discussions, and a project Q&A session in the afternoon. The event aims to bring together community leaders and technical experts to discuss high-speed internet initiatives and best practices.
The document discusses the concept of smart gigabit communities (SGC) which aim to create sustainable ecosystems of smart applications by building out gigabit infrastructure and fostering community investment. Key aspects of SGCs include being community centric, having interoperable and interconnected infrastructure, and attracting ongoing community funding. A digital town square is proposed as a way to interconnect different sources of gigabit access within a community through a slice controller and GENI rack. Potential applications that could benefit from high-speed, low-latency connectivity are outlined.
The document summarizes an initiative called Madison Ignites that is launching a smart gigabit community in Madison, Wisconsin using new 4G infrastructure, intelligent base stations, edge computing, and over 200 WiFi routers. It introduces Paradrop routers that will provide wireless backhaul and allow IoT devices to connect. Key local partners involved include the University of Wisconsin, Exis/Paradrop team, 5NINES network, and local government leaders. The initiative will analyze transit and population analytics to understand transit patterns and city usage. Paradrop WiFi routers and the development environment will be available to other smart gigabit communities.
This document summarizes smart gigabit community initiatives in Lafayette, Louisiana. Lafayette has a fiber network covering 120,000 residents, paid for by public bonds. The document outlines two application ideas: 1) A next generation emergency operations center hosted by UL Lafayette to test crisis decision making architectures. It would transition from a physical to distributed network EOC. 2) A virtual crisis information sharing platform to improve network resilience and quality of service for first responders during disasters, using software defined networking and high-speed networks. Key local partners involved include the University of Louisiana at Lafayette, the City of Lafayette, and local technology companies.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
What is an RPA CoE? Session 1 – CoE VisionDianaGray10
In the first session, we will review the organization's vision and how this has an impact on the COE Structure.
Topics covered:
• The role of a steering committee
• How do the organization’s priorities determine CoE Structure?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems
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This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
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Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
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Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
High performance Serverless Java on AWS- GoTo Amsterdam 2024Vadym Kazulkin
Java is for many years one of the most popular programming languages, but it used to have hard times in the Serverless community. Java is known for its high cold start times and high memory footprint, comparing to other programming languages like Node.js and Python. In this talk I'll look at the general best practices and techniques we can use to decrease memory consumption, cold start times for Java Serverless development on AWS including GraalVM (Native Image) and AWS own offering SnapStart based on Firecracker microVM snapshot and restore and CRaC (Coordinated Restore at Checkpoint) runtime hooks. I'll also provide a lot of benchmarking on Lambda functions trying out various deployment package sizes, Lambda memory settings, Java compilation options and HTTP (a)synchronous clients and measure their impact on cold and warm start times.
Northern Engraving | Modern Metal Trim, Nameplates and Appliance PanelsNorthern Engraving
What began over 115 years ago as a supplier of precision gauges to the automotive industry has evolved into being an industry leader in the manufacture of product branding, automotive cockpit trim and decorative appliance trim. Value-added services include in-house Design, Engineering, Program Management, Test Lab and Tool Shops.
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
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5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
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Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
1. Global City Teams Challenge
National Institute of Standards and Technology, Administration
Building 101, 100 Bureau Drive, Gaithersburg, MD Campus
Welcome to the Workshop
Packet Contents
Room Assignments and Locations........................................................................................ 2
Agenda.................................................................................................................................. 3
List of Action Cluster Presentations .................................................................................... 4
Guidance for New Participants............................................................................................. 6
Speaker Bios ......................................................................................................................... 7
Global City Team Action Cluster Project Abstracts............................................................ 11
Disaster Resilience........................................................................................................ 12
Transportation.............................................................................................................. 14
General ......................................................................................................................... 16
Education...................................................................................................................... 18
Health & Public Safety.................................................................................................. 19
Energy & Utilities.......................................................................................................... 22
TECH JAM
February 12-13, 2015
2. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
Page 2
Meeting Room Locations
2.12.15 Concurrent:
Activity Room
Breakout
Sessions
Working
Sessions
All Plenary Sessions Green Auditorium 1:30 pm 2:30 pm
Energy, Transportation Portrait Room
Health & Public Safety, Disaster Resilience Heritage Room
Education, General * Lecture Room A
New Action Cluster / Team Formation Room Lecture Room B
Overflow / Networking / New Action Clusters Lecture Room C
Overflow / Networking / Existing Action Clusters Lecture Room D
Individual Group Sessions (first come-first serve) B111
Bringing IoT Know-how to High School Students B113
* General includes Recreation, Mobile Communication, Smart Neighborhoods, etc.
3. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
Page 3
Agenda
February 12, 2015
7:30 am Registration
8:30 am
Opening Remarks – Green Auditorium
Welcome Richard Cavanagh, Acting Associate Director for Laboratory Programs and the Director of the
Special Programs Office, National Institute of Standards and Technology (NIST)
Global City Teams Challenge Overview: Sokwoo Rhee (NIST) and Glenn Ricart (US Ignite)
9:05 am
Keynotes
Dan Correa, Senior Advisor for Innovation Policy, White House Office of Science and Technology Policy
(OSTP)
Jon Bruner, O’Reilly Media, Co-Chair of Solid Conference
9:35 am
Special Remarks
Ike Leggett, County Executive of Montgomery County, MD
9:40 am
Federal Program Opportunities for Smart Communities and the Internet of Things (IoT)
Perspectives offered by government officials on current and future program opportunities
David Corman, National Science Foundation
Walton Fehr, US Department of Transportation
10:10 am Break
10:30 am
Action Cluster Panels – Scenarios for Global Cities - Green Auditorium
Perspectives from Global City Action Cluster Teams – current/future work, partners needed, expected
outcomes and challenges: Disaster Resiliency, Transportation, General, Education
12:25 pm Breakout Session Process Overview – Joan Pellegrino, Energetics
12:30 pm Lunch and Networking – NIST Cafeteria (on your own)
1:30 pm
Concurrent Breakout Sessions – New Partner and Project Explorations (Room assignments: page 2)
Newcomers give 2 minute overviews on needs (cities, municipalities, states) or potential contributions
(industry, associations, non-profits, universities, government programs) to the Global City Teams
Challenge See page 2 for room assignments
2:30 pm
Concurrent Working Sessions – Project Discussion and Formation (Room locations: page 2)
Existing Project Teams Discussion: Refine action plans, metrics, and demonstration plans; and
recruit new team members
New Project Teams Formation: Discuss possible new teams/projects and scenarios, recruit team
members, create potential path forward, discuss public-private partnerships
4:30 pm Adjourn
5:30-7 pm Reception – hosted by Montgomery County at Thingstitute, 29 Courthouse Square, 2nd floor, Rockville, MD
February 13, 2015
8:30 am
Opening Perspectives – Green Auditorium
Chris Greer, Director of Cyber-Physical Systems and Smart Grid Program Office (NIST)
8:45 am
Keynote
Richard Voyles, Assistant Director of Robotics and Cyber-Physical Systems ( OSTP)
9:00 am
International Efforts in Global Cities
Thibaut Kleiner, European Commission (video presentation)
Bram Reinders, Amsterdam Smart City
Noa Pereg, Head of Media, Tel Aviv
9:45 am
Action Cluster Panels – Scenarios for Global Cities
Perspectives from Global City Action Cluster Teams – existing and newly formed: Health & Public
Safety, Energy & Utilities, Education
10:45 am Break
11:00 am Action Cluster Panels – Continue
12:45 pm Next Steps and Adjourn
4. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
Page 4
Action Cluster Presentations
Thursday, February 12, 2015: 10:30am-12:30pm
Primary Sector: Disaster Resilience Presenters
Human Population Mapping for Enhanced Community
Resilience (Annapolis Team)
Tina Williams, TCecure, LLC
Smart Emergency Response System (SERS) Shengli Fu, University of North Texas
Cyber Attack-Defense Exercise for System Planners and First
Responders (Iowa)
Manimaran Govindarasu, Iowa State
Real-Time Geospatial Collaboration Platform for First
Responders
Chris Philips, TouchShare
Using Dynamic Virtualization and Intelligent Edge Devices in
Disaster Response
Jeff Christensen, Entry Point
Integrating an Aerial Base Station with a City’s Emergency
Communication Grid
Kamesh Namuduri, University of North Texas
Primary Sector: Transportation Presenters
Smart Mobile Operation: the OSU Transportation Hub
(SMOOTH): Columbus, OH
Paul Carlson, City of Columbus, OH
Connected, Intelligent Transit (Portland) Adrian Pearmine, IBI Group
ARIBO: Applied Robotics for Installations and Base Operations Corey Clothier, Comet Consulting
Greenville A-Taxi Shuttle Project Fred Payne, County of Greenville, SC
Primary Sector: General Presenters
Lower Manhattan’s Smart Neighborhood Pilot Sander Dolder, NYCEDC
PlanIT Impact (Kansas City) Kari Keefe, Mozilla Foundation
Kumbh Mela: Solving the Problems of Millions (Camera Culture
Group At MIT and Nashik)
John Werner, MIT Media Lab
Mobile-first Communication and Service On Demand
Infrastructure for Hospitality - ALICE (NY)
Sam Evers, ALICE
ParaDrop Suman Banerjee, University of Wisconsin-Madison
NYCLink Steve Crout, Qualcomm Government Affairs
Primary Sector: Education Presenters
Bringing Internet of Things Know-How to High School Students Greg Toth, Internet of Things Dev Labs
SENAS: Smart City Educational Network for Autistic Students J. Cecil, Oklahoma State University
5. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
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Action Cluster Presentations (continued)
Friday, February 13, 2015: 9:45-10:45am
Primary Sector: Health & Public Safety Presenters
Remotely Caring for Our Most Vulnerable Citizens In-Place
During A Pandemic
Julian Goldman, Mass General Hospital and Harvard
Medical School
PA 2040 (DC)
Mamta Sodikumar, OCTO
Ted Jutras, Golden Triangle BID
Ken Walton, NCPC
SCALE: Safe Community Alert Network Dan Hoffman, Montgomery County, MD
Smarter Sockets: Indoor Emergency Response Locators Emmanuel Azih, Smarter Sockets
Ecosystem for Smart Medical Simulation Team Training
Brenda Bannan, George Mason University
P. Shane Gallagher, Learning Analytics Research Corp
Shelly Blake-Plock, Yet Analytics, Inc.
Energy Efficient Data Collection Street Light Post Assembly Bridget LaFemina, Pennsylvania Globe Gaslight Co
Managing Urban Air Quality (Chicago) Katie Olson, UI Labs
Chattanooga GASP: Geolocated Allergen Sensing Platform David Lary, University of Texas, Dallas
Friday, February 13, 2015: 11:00am-12:30pm
Primary Sector: Energy & Utilities Presenters
Project X: GigaBit SMART City Project (Highland, IL) William Hadala, iWire365
SmartCities Utility Infrastructure Ed Davalos, AT&T
Intelligent Connectivity & Water Resource Management Steve Crout, Qualcomm Government Affairs
Project Healthy Smart City Subrahmanian Eswaran, Carnegie Mellon University
5D Smart San Francisco 2030 District Michael Jansen, Cityzenith
Energy Storage based Adaptive Demand Response in Smart
Commercial Buildings (NYSERDA)
Christoph Meinrenken, Columbia University
Distributed Mobile Storage for Resilience – Plugin Electric
Vehicles (PEVs)
Patrick Murphy, Reluminati
Primary Sector: Education Presenter
Resource Network for Early Childhood Care and Education Michael Dunaway, The Aethena Group
6. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
Page 6
Guidance for New Participants
Breakout Session Objectives and Description – New Scenarios for Global Cities
At the Tech Jam, we anticipate there will be many newcomers to the Global Cities Team Challenge – from cities, states,
and countries as well as companies, universities, and other organizations. The breakout sessions are designed to give
newcomers an opportunity to describe 1) their city/country challenge or 2) the systems and capabilities they bring to the
table as partners. Many action clusters are still forming – and many others still need partners in key capability areas.
During the breakout sessions, newcomers will be asked to provide a 5-minute description of their organization. This will
give existing action cluster participants a chance to hear about new partner capabilities and contributions, as well as
some of the problems and challenges facing other communities. Following the breakout session, newcomers will have
time to network with existing partners and/or form entirely new action clusters with incoming community partners.
Specific information we would like to hear from those new to the Global Cities Challenge are noted below. A facilitator
will guide you through these questions and capture the information on a board at the front of the room – where all
participants can then view it. Newcomers: If you want to create or join new action clusters - please take advantage of
this opportunity and come prepared with short answers to the bullets below.
Community representatives: – Identify your needs for smart global city systems that will improve quality of
life, transport, energy, health, safety, resilience to disasters, etc.
Community and Organization (Affiliation)
Objective you want to achieve, e.g., problem you are solving or situation you are improving; e.g.,
what’s your ideal city system (Objective/Problem)
Anticipated benefit to the community (societal, economic, environmental, energy, health and safety,
other) (Impacts/Benefits)
Partners you would like to connect with (Partners/Gaps)
System/Company representatives: – Identify the smart systems and capabilities that you bring to the table
to support Global Cities.
Organization (Affiliation)
Functionality of your systems; what you bring to the table for a global smart city (Functionality)
Brief description of your proposed systems/scenario for smart city interconnections
(Domain(s)/Scenario)
Anticipated benefit to the community (societal, economic, environmental, energy, health and safety,
other) (Impacts)
Partners/communities you would like connect with (Partners/Gaps)
Focus question for Association/Non-Profit/Government representatives: – Identify the programs or
activities that your organization brings to the table to contribute to (or that may be relevant to) Global
Cities.
Organization (Affiliation)
Title of activity/program (Title)
Areas/sectors that your activity impacts the most (Domain(s))
2-3 key functional or programmatic elements that could contribute to global cities
Anticipated benefits of participation (Impacts)
Partners/communities you would like to connect with (Partners/Communities)
7. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
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Speaker Bios
Glenn Ricart
Founder and CTO
US Ignite
Glenn Ricart brings forty years of innovation in computer networking and related fields to
US Ignite. Glenn is an Internet pioneer who implemented the first Inter-net
interconnection point (the FIX in College Park, Maryland) and was recognized for this
achievement by being inducted into the Internet Hall of Fame in August 2013. In one of
his previous roles where he was academic CIO at the University of Maryland, his campus
implemented the first institution-wide TCP/IP (Internet) network in 1983 using low-cost
PDP-11 routers (“Fuzballs”) with software devised at the University of Maryland. Glenn
was principal investigator of SURAnet, the first regional TCP/IP (Internet) network of
academic and commercial institutions.
Dr. Ricart has also held other senior management positions including Executive Vice
President and CTO for Novell in the 1990s, Managing Director of PricewaterhouseCoopers,
and CEO and President of National LambdaRail. Dr. Ricart is also the founder or co-
founder of five startups; the one previous to US Ignite, CenterBeam, was sold to Earthlink
in 2013 after 14 years of independent operation.
Glenn’s formal education includes degrees from Case Institute of Technology and Case
Western Reserve University, and his Ph.D. in Computer Science is from the University of
Maryland, College Park. His inventions have resulted in more than a dozen patents. Dr.
Ricart has served on the boards of three public companies, CACI, the SCO Organization,
and First USA Financial Services, in addition to numerous non-profits.
Dan Correa
Senior Advisor for Innovation Policy
White House Office of Science and Technology Policy
Dan Correa is Senior Advisor for Innovation Policy at the White House Office of Science
and Technology Policy. Previously, he was an analyst at the Information Technology and
Innovation Foundation, a Washington, D.C. think tank, where he authored reports on
innovation, entrepreneurship, and broadband policy, which have been cited in
publications including The Atlantic, The New York Times, and The Washington Post. Correa
has also consulted for the Connecticut Technology Council on state entrepreneurship
policies and technology-based economic development. He is a veteran of several political
campaigns, most recently President Barack Obama’s 2008 campaign, where he was
Florida Deputy Get Out the Vote Director. He is a graduate of Yale Law School, holds an
M.A. in Economics from Yale University, and a B.A. from Dartmouth College. At Yale Law
School he has served as a Kauffman Fellow in Law, Economics and Entrepreneurship.
8. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
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Jon Bruner
Co-Chair of O'Reilly Solid and Editor-at-Large at O'Reilly Media
Jon Bruner is a data journalist who approaches questions that interest him by writing and
coding. He is co-chair of the O'Reilly Solid conference, focused on the intersection
between software and the physical world, and he oversees O'Reilly's publications on
hardware, the Internet of Things, manufacturing, and electronics. Before coming to
O'Reilly, he was data editor at Forbes Magazine. He lives in San Francisco, where he can
occasionally be found at the console of a pipe organ.
Isiah Leggett
County Executive, Montgomery County, MD
In November 2006, Isiah Leggett was elected to a four-year term as Montgomery County
Executive. He is the first African American to be elected to this public office. In November
2010 he was reelected by County voters with over 65% of the ballots cast. He was elected
to a third term in 2014. Isiah Leggett was the first African American to be elected to the
County Council. Ike Leggett served four terms as an At-Large Member (1986 – 2002). He
also served as the Council's President three times (1991, 1998, 1999) and as its Vice-
President three times (1990, 1997 and 2002). As a Council Member he also chaired the
Council’s Transportation and Environment Committee and served on the Education
Committee. He holds four higher education degrees: Bachelor of Arts from Southern
University, a Master of Arts degree and a Juris Doctorate degree from Howard University,
and a Master of Laws from George Washington University. In earlier leadership
experience he served as an infantry Captain in the United States Army. His tour of duty in
the Vietnam War earned him the Bronze Star Medal, the Vietnam Service, and Vietnam
Campaign Medals.
David Corman
Cyber Physical Systems Program Director
National Science Foundation
David Corman is lead Program Director for the Cyber Physical Systems program at the
National Science Foundation. Dr. Corman has a broad range of research interests spanning
many technologies fundamental to CPS application areas including transportation, energy,
medical devices, and manufacturing. Dr. Corman has extensive industrial experience in
the development, design, and manufacture of CPS systems including manned and
unmanned systems. Dr. Corman received PhD degree in electrical engineering from the
University of Maryland.
9. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
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Walton Fehr
Manager, Systems Engineering
Intelligent Transportation Systems Joint Program Office
US Department of Transportation
Walton Fehr has been the Manager of Systems Engineering for the US Department of
Transportation’s Intelligent Transportation System Joint Program Office (ITS JPO) since
May 2009. The ITS JPO oversees a large part of the Department’s connected intelligent
transportation systems activities. At the ITS JPO, Mr. Fehr leads the research into a
complete connected intelligent transportation system architecture which will support
applications for safety, mobility, and sustainability for all modes including passenger
vehicles, transit, and heavy trucks.
Mr. Fehr is a graduate of the University of Illinois, where he earned master’s degrees in
electrical engineering and in business administration, as well as a bachelor’s degree in
electrical engineering. He is a licensed Professional Engineer, a certified Project
Management Professional, named inventor on 22 US patents, and author of many papers.
Richard Voyles
University Scholar Professor and Associate Dean for Research, College of Technology,
Purdue University, and founding director, Purdue Robotics Accelerator
Assistant Director of Robotics and Cyber-Physical Systems Office, White House Office of
Science and Technology Policy
Dr. Voyles has been a researcher, deployer, and advocate for robotics and cyber-physical
systems most of his academic and professional life. His service in OSTP is concurrent with
his Purdue University position. In this role, he has been instrumental in the expansion of
the DARPA Robotics Challenge as an international cooperation, advocated for increased
funding for robotics and CPS research, and pushed for “filling the gaps” in the educational
continuum “from HS to MS,” including Engineering Technology. Prior to this appointment,
he was lead Program Director at the National Science Foundation running the National
Robotics Initiative and was one of the founding PDs of the Innovation Corps program.
Dr. Voyles’ formal training includes the pillars of robotics – electrical, mechanical and
computer engineering -- having received the B.S. in Electrical Engineering from Purdue
University in 1983, the M.S. in Manufacturing Systems Engineering from the Department
of Mechanical Engineering at Stanford University in 1989, and the Ph.D. in Robotics from
the School of Computer Science at Carnegie Mellon University in 1997. He has held
tenured professor positions in Computer Science at the University of Minnesota and
Electrical and Computer Engineering at the University of Denver as well as Site Director of
the NSF Safety, Security, and Rescue Research Center, an NSF Industry/University
Cooperative Research Center. Dr. Voyles’ research interests are in the areas of robotics
and artificial intelligence with particular focus on the development of small, resource-
constrained robots and robot teams for urban search and rescue and surveillance as well
as new generations of materials and co-robots for intelligent, human-assistive tasks. Dr.
Voyles has additional expertise in sensors and sensor calibration, particularly haptic and
force sensors, and real-time control. Dr. Voyles’ industrial experience includes Dart
Controls, IBM Corp., Integrated Systems, Inc., Avanti Optics and Mark V Automation Corp.
He has also served on the boards of various start-ups and non-profit groups.
10. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
Page 10
Bram Reinders
Director Alliance Management at Alliander NV
Founder of the European Network for Cyber Security
Chairman/Member of several European Commission Smart Grid Expert Groups
Bram Reinders studied Computer Science and holds an Executive MBA from Purdue
University (US). His professional career focuses on developing and implementing emerging
technologies in the US and Europe.
Bram’s current role for Alliander is to establish relevant Smart Grid and Smart City
partnerships for the Netherlands by aligning with European technology providers,
government, regulators, universities, consumer organizations and the European
Commission.
Bram is also founder of the European Network of Cyber Security ENCS, was Chairman of
several Expert Groups of the European Commission and Co-author of several European
Commission reports.
Noa Pereg
Head of Media
City of Tel Aviv
Noa Pereg is the City of Tel Aviv's Head of Media, where she manages the city's
advertising, press, marketing and new media departments. Ms. Pereg is deeply involved
in Tel Aviv's smart city efforts and in cultivating the city's innovation ecosystem.
Noa previously served as Media Advisor to the Prime Minister of Israel, Mr. Benjamin
Netanyahu, where she implemented the National Information Directorate's media policy.
Noa lives in Tel Aviv with her husband and their daughter. She holds an MA in Political
Communication and a BA in Communications & Journalism and in Political Science from
the Hebrew University of Jerusalem.
11. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
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Global City Team Action Cluster Project Abstracts
One-page slides of the action clusters are available at http://bit.ly/ActionCluster
Disaster Resilience........................................................................................................................................12
Human Geography Mapping for Enhanced Community Resilience (Annapolis, MD).......................................................12
Smart Emergency Response System (SERS) ......................................................................................................................12
CyDECS: Cyber Defense Exercise for Critical Infrastructure Security (Iowa).....................................................................12
Real-Time Geospatial Collaboration Platform for First Responders .................................................................................13
Using Dynamic Virtualization and Intelligent Edge Devices in Disaster Response............................................................13
Integrating an Aerial Base Station with a City’s Emergency Communication Grid (Denton, TX)......................................14
Transportation..............................................................................................................................................14
SMOOT Smart Mobile Operation: OSU Transportation Hub (Columbus, OH)...............................................................14
Intelligent Transit Corridor Test Bed: Reduce Congestion (Portland, OR) ........................................................................14
Intelligent Transit Corridor Test Bed: Improve Air Quality (Portland, OR)........................................................................15
Intelligent Transit Corridor Test Bed: Improve Health (Portland, OR)..............................................................................15
ARIBO: Applied Robotics for Installations and Base Operations.......................................................................................15
Greenville aTaxi: Driverless Vehicles Connecting People and Places (Greenville, SC)......................................................16
General.........................................................................................................................................................16
Lower Manhattan’s Smart Neighborhood Pilot (New York City) ......................................................................................16
PlanIT Impact (Kansas City) ...............................................................................................................................................16
Mobile-first Communication and Service On Demand Infrastructure for Hospitality - ALICE (NY) ..................................17
ParaDrop: City-scale Analytics (Madison, WI)...................................................................................................................17
NYCLink..............................................................................................................................................................................17
Education......................................................................................................................................................18
Bringing Internet of Things Know-How to High School Students......................................................................................18
SENAS: A Smart City Educational Network for Autistic Students......................................................................................18
Resource Network for Early Childhood Care and Education (Baltimore, MD)..................................................................18
Health & Public Safety ..................................................................................................................................19
PA 2040 (Washington, DC) ................................................................................................................................................19
SCALE - Healthy Air, Healthy Water, Healthy People (Montgomery County, MD) ...........................................................19
Smarter Sockets: Indoor Emergency Response Locators..................................................................................................20
Ecosystem for Smart Medical Simulation Team Training (Fairfax, VA).............................................................................20
Energy Efficient Data Collection Street Light Post Assembly (North Branford, CT) ..........................................................21
Array of Things: Managing Urban Air Quality (Chicago, IL)...............................................................................................21
Chattanooga GASP: Geolocated Allergen Sensing Platform .............................................................................................21
Energy & Utilities..........................................................................................................................................22
Project X: GigaBit SMART City Project (Highland, IL) ........................................................................................................22
SmartCity Utilities Infrastructure ......................................................................................................................................22
Intelligent Connectivity & Smart Water Assets Management (Cincinnati, OH)................................................................22
5D Smart San Francisco 2030 District (San Francisco, CA)................................................................................................23
Energy Storage based Adaptive Demand Response in Smart Commercial Buildings (NYSERDA).....................................23
Distributed Mobile Storage for Resilience – Plugin Electric Vehicles (PEVs) ....................................................................24
12. Global City Teams Challenge TECH JAM February 12-13, 2015 NIST Campus, Gaithersburg, MD
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Disaster Resilience
Human Geography Mapping for Enhanced Community Resilience (Annapolis, MD)
This project will develop and pilot a GIS-based “ uman Geography Mapping System” functioning within a Virtual
Business Emergency Operations Center (VBEOC) to coordinate private sector communications, manage resources, and
enhance collaboration across the community.
In a disaster or civil emergency, planning, response, and recovery requires sharing of information among emergency
managers, first responders, government agencies, private sector businesses, and the civil population. However,
emergency management local leaders lack situational awareness of the lines of communication and network of
relationships that characterize the “human geography” within their jurisdictions.
The Human Geography Mapping project will demonstrate a social networking and analysis tool to map and visually
display the “human geography” of the community—its population, vulnerabilities, assets, and resources—and provide
that information to the visual display of terrain, built environment, and critical infrastructure systems commonly
available through GIS mapping tools in Emergency Operations Centers. The Architecture Document will be based on
open standards, and the results of a high level security and privacy assessment of human data sources will be
incorporated. The platform can be extended to share data from IoT systems that provide baseline and dynamic
information essential to planning, preparedness and recovery.
The ability to map the human geography of the community will enhance coordination between private and public
sectors for disaster planning, and permit the integration of human capital into the resources and infrastructures that
comprise a resilient community. In addition, the VBEOC will provide enhanced situational awareness for First
Responders, emergency managers, and local government officials to improve regional disaster planning.
Smart Emergency Response System (SERS)
The Smart Emergency Response System (SERS) uses cyber-physical technologies to improve the efficiency of emergency
response when disaster strikes. Continuing from the success of the SERS project developed through SmartAmerica
Challenge, SERS for GCTC aims to mature the on-demand drone-carried broadband long-distance communication
infrastructure, integrate it with existing emergency management systems to support the missions of first responders,
rescue robots, mission command and control centers, and test the system’s performance for the immediate smart city
application on emergency response. The flexible, cost-effective, and drone-carried on-demand communication
infrastructure extends wireless coverage, is critical for emergency scenarios where cell-towers are down, and is also
needed at public events to temporally meet the surge of communication demands. It permits first responders to collect
emergency information and communicate with mission centers in real-time to guide their actions. Rescue robotics and
drones enhance the reachability and functionality of first responders. The optimal resource planning system improves
human decision-making at mission centers. SERS is deployed and evaluated at multiple emergency exercises to prove its
functionality through close collaboration with the Emergency Preparedness Department of the North Central Texas
Council of Government (responsible of emergency preparedness of 16 counties in the Dallas-Fort Worth area). SERS
transforms the provision of emergency communication, reduces emergency response time and cost, and save lives. It
creates new job opportunities, inspires new businesses, improves economy growth, and has impacts in multiple
domains, including public safety, air transportations, and education. SERS is a collaborative project among academic
institutions (University of North Texas, Worcester Polytechnic Institute, and Wright State University), industry partners
(Mathworks, HumanoidWay, and Myth Innovations), and government agencies (Emergency Preparedness Department
of the North Central Texas Council of Governments).
CyDECS: Cyber Defense Exercise for Critical Infrastructure Security (Iowa)
Critical infrastructures, such as, power grid, water distribution and transportation networks, are complex cyber-enabled
physical systems. Protecting such interconnected infrastructure against cyber attacks is of paramount importance to
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national security and economic well-being. The goal of this project to leverage three existing testbed facilities to develop
and deploy a suite of tools to provide an integrated environment to conduct security planning, risk assessment, attack-
defense training and education for the community, government and industry stakeholders. We believe our integrated
platform with associated tools will enable cyber security assessments and training well beyond the current state of art
table-top exercise conducted by NERC (GridEx) and DHS for power grid and critical infrastructures, respectively.
The project partners include Iowa State University and the Information Science Institute, University of Southern
California, and will will synergistically leverage three facilities: ISU PowerCyber (http://powercyber.ece.iastate.edu), ISU
ISEAGE-based Cyber Defense Competition (https://cdc.iseage.org/), and USC/ISI DETER Testbed (www.isi.deterlab.net)
Use-case Scenarios:
1. “Cyber Security Planning and Risk Assessment Exercise” for CPS-based Critical Infrastructure Systems – e.g., power
grid, Internet, water distribution and/or transportation network – engaging a couple of state government and industry
stakeholders and deploying them at their sites.
2. “Cyber Security Attack-Defense Training Exercise” for a couple of state government and industry stakeholders and
deploying them at their sites. Realistic attack-defense experiments with “dynamic” and “realistic” attacks and defenses
on infrastructure elements in the testbed as opposed to performing them in a passive table-top fashion, which is very
restrictive in its functionalities/capabilities.
Real-Time Geospatial Collaboration Platform for First Responders
This project sets out to demonstrate how real-time collaboration using a cloud-hosted analytical GIS tool has been used
to improve situational awareness for US Special Operations Command (USSOCOM) and public safety teams in Los
Angeles, CA and Ammon, ID. The sensor/source data are web services and network links, requiring minimal local
storage, broadening the types of devices (Win, iOS, Android, desktops, tablets) that can be used for data collection and
dissemination. The project explores how to better leverage first responders that serve as invaluable in-field sensors. The
ability to collaboratively filter and explore data with disparate subject matter experts greatly improves analysis and
discovery of patterns and anomalies. This project will demonstrate how on-the-fly analysis of Automated Vehicle
Location systems and IP cameras from CalTrans can be filtered to focus the attention of co-located response teams to a
specific area of interest. Combined with current traffic conditions from the World Traffic Service, this conflated view
offers a more comprehensive understanding of a situation. Specific filters (e.g. lenses) may be stacked and assigned
different metadata tags to employ colorization schemes to cue the attention of responders and enable change detection
among dispersed stakeholders. This project will also further examine client-to-client latency experiments conducted by
USSOCOM as a quantifiable metric for effective collaboration.
Using Dynamic Virtualization and Intelligent Edge Devices in Disaster Response
The objectives of the project are to demonstrate how virtualization technologies and intelligent edge devices (sensors,
cameras, 2-way communication) can work together to help emergency responders and City managers more reliably
anticipate and respond to human needs in a simulated regional disaster. This will be done by demonstrating how the
combination of these technologies enable situational awareness in real time, provide 2-way communications to a
premise to distribute operational plans (evacuation orders or shelter locations) in real time, accelerate damage
assessment of city infrastructure and buildings within municipal borders, and reduce loss of life by improving medical
response times to the most critical needs.
The simulation seeks to demonstrate how dynamic network virtualization combined with the use of sensors, cameras,
and other edge devices can provide a number of community benefits in a disaster event. This simulation will include: 1) a
real time damage assessment of city utilities and infrastructure that are operational following a disaster event via
sensors and cameras; 2) A demonstration of the ways an in-premise device can facilitate 2-way communications for
assessment of health needs at a residence, a school, and a healthcare facility; 3) a demonstration of the ways an in-
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premise device can facilitate 2-way communications to enable situational awareness and communicate evacuation
orders, available resources, and accelerate damage assessment of private residences and businesses.
Integrating an Aerial Base Station with a City’s Emergency Communication Grid (Denton, TX)
The project proposes to design an Aerial Base Station that can be integrated with existing warnings and communications
network used by the City of Denton’s emergency response agencies. It will enable citizen to citizen communication and
citizen to first responder communication when there are power failures and cell towers are dysfunctional during disaster
response. Phase-I will implement a WiFi-based communication service that can be used by citizens (disaster victims) to
communicate outside of the cellphone network. Laboratory design and testing of the aerial communication platform is
set to begin, with on-campus testing of the aerial base station and face-to-face interviews with first responder agencies
and data analysis continuing into April 2015. In June, the platform will be tested during a disaster drill scenario.
Transportation
SMOOTH: Smart Mobile Operation: OSU Transportation Hub (Columbus, OH)
In a Smart City, all individuals should have access to multiple choices of transportation. In the U.S., the first mile (access
to transportation choice) and the last mile (from transportation station to final destination) can be the weakest links in
smart mobility. Many people in the US do not live or work close to a transportation stop, and transportation stops are
not always close to the final point of interest. While walking may be a solution for some, it does not apply to everybody
(elderly, limited mobility, etc.). Note for instance that the elderly are expected to become 20% of the entire US
population within the next 25 years. The proposed solution is a network of “on demand automated vehicles,”
demonstrated using a closed circuit of automated shuttle driving within the Ohio State University main campus and two
selected stops within the outer campus. The automated shuttles will have Vehicle to Vehicle (V2V) communication
modems and will be equipped with vulnerable road user detection technology, enabling them to function in pedestrian
zones of campus. The Ohio State University is a very large campus with multiple local bus lines, bus stops, roads and
pedestrian walkways. Although the first phase of the project will be on Campus, the City of Columbus will benefit as the
proposed GCTC project moves to pilot studies in Columbus in later phases. MORPC develops the Columbus area
metropolitan transportation plan, and will consider integration of SMOOTH project use cases into the transportation
plans of Columbus and Mid-Ohio. The Center for Automotive Research at The Ohio State University; CISCO; City of
Columbus; General Electric (GE); Mid-Ohio Regional Planning Commission (MORPC); Battelle, and Team ARIBO are
participating.
Intelligent Transit Corridor Test Bed: Reduce Congestion (Portland, OR)
This project focuses on developing a sensor-connected “smart” corridor in Portland where real-time transit data is used
to improve traffic signalization and reduce congestion. Bus/rapid transit vehicle data will be available to policymakers
and the public via a data portal with visualization and analytics to improve transportation decision-making. The research
will focus on the impact of traffic signal systems and bus/rapid transit data on congestion. We are interested in how we
can create better transportation policy using modeling and analytics to achieve faster and more efficient transportation
outcomes. We will also look at what can be done with lower cost sensors to measure vehicle location data. The test-bed
will focus on congestion points caused by multiple, converging forms of transit in a discrete, wired corridor of Portland
“known as the Powell Boulevard corridor.” The Powell Boulevard corridor includes a major intra-city highway, the
Clinton St. bikeway and the Division St. development. More generally, the connected test-bed research and analysis will
demonstrate the application of big data to complex urban problems and the benefits of applying big data to urban
planning and sustainability. Partners in the project include Intel, Portland State University, the City of Portland, the
Technology Association of Oregon, the IBI Group, NetCity and others.
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Intelligent Transit Corridor Test Bed: Improve Air Quality (Portland, OR)
This project focuses on developing a sensor-connected “smart” corridor in Portland where transit data, traffic
signalization, and air quality sensing are made available in a data portal with visualization and analytics to reduce air
pollution. The research will focus on identifying the effects of traffic signal systems and bus/rapid transit on
neighborhood air quality. How does the traffic signal system impact air quality? How do particulates disperse into
neighborhoods? We will also look at what can be done with lower cost sensors to measure air quality, and ways we can
use modeling and analytics to help local government make good transportation policy choices. The test-bed will focus
on air quality impacts of transit and transportation decision-making in a discrete, wired corridor of Portland “known as
the Powell Boulevard corridor.” The Powell Boulevard corridor includes a major intra-city highway, the Clinton St.
bikeway and the Division St. development. More generally, the connected test-bed research and analysis will
demonstrate the application of big data to complex urban problems and the benefits of applying big data to urban
planning and sustainability. Partners in the project include Intel, Portland State University, the City of Portland, the
Technology Association of Oregon, the IBI Group, NetCity and others.
Intelligent Transit Corridor Test Bed: Improve Health (Portland, OR)
This project focuses on developing a sensor-connected “smart” corridor in Portland where transit data, traffic
signalization, and air quality sensing are made available in a data portal with data visualization and analytics to improve
respiratory health. The research will focus on exposure to air pollution, including particulates. What effects do traffic
signal systems and bus/rapid transit have on neighborhood respiratory health? We are interested in how we can create
better transportation policy to achieve better health outcomes through better air quality. We will also look at what can
be done with lower cost sensors, modelling and analytics to measure health impacts of pollution generated by vehicles
in the transit corridor. The test-bed will focus on impacts to respiratory health of transit and transportation decision-
making in a discrete, wired corridor of Portland “known as the Powell Blvd. corridor.” The Powell Blvd corridor includes
a major intra-city highway, the Clinton St. bikeway and the Division St. development. More generally, the connected
test-bed research and analysis will demonstrate the application of big data to complex urban problems and the benefits
of applying big data to urban planning and sustainability. Partners in the project include Intel, Portland State University,
the City of Portland, the Technology Association of Oregon, the IBI Group, NetCity and others.
ARIBO: Applied Robotics for Installations and Base Operations
ARIBO, initiated by the US Army, is a series of automated vehicle pilots (or CPS pilots) using federal installations and
universities as test-beds. Each ARIBO automated vehicle systems pilot is built around a business case for the user and
the developer(s). Our transportation and logistics systems will be very different in twenty years and ARIBO will enable
that transition by defining guidelines for deployment and building trust and confidence in the systems. Performance will
be measured in each pilot. ARIBO has grown due to the Smart America Challenge from 3 sites to 9. The ARIBO pilots in
2015 will be:
1. Stanford SLAC campus
2. West Point Military Academy
3. Fort Bragg Warrior Transition Battalion
4. Tampa Museum of Science and Industry, University of South Florida and City of Temple Terrace
5. Seattle, WA
6. Greenville, SC
7. The Ohio State University and City of Columbus, OH
8. Greenwich England
9. Lausanne Switzerland at EPFL University
● And we’re working on more sites in WA, FL, MO, GA and MI!!
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ARIBO leverages a whole-of-government approach engaging multiple federal agencies as well as small tech-companies
and universities...to leverage their expertise and resources for mutual goals. Our small commercial pilots are providing
the critical data needed to accelerate commercialization and policy. Our technical, safety and reliability data is extremely
valuable, but our end-user data is the key. These are the future customers and their feedback will drive adoption and
market development.
Greenville aTaxi: Driverless Vehicles Connecting People and Places (Greenville, SC)
There is potential for a ride on The eritage Green in Greenville, SC can bring more ‘green’ to our local economy.
Greenville’s autonomous taxi, or aTaxi, shuttle enhances the mobility and connectivity for children, disabled, and
seniors, citizens and visitors in a functional, fun and educational way. The Heritage Green is a wonderful place to
demonstrate the potential for autonomous vehicles to ridership.
How it works: A family parks in an adjacent parking lot and boards the nearby aTaxi. After selecting their destination, the
low-speed EV (Electric Vehicle) takes them to the location. The experience displays 21st
century mobility potential.The
aTaxi shuttle has the potential to improve the overall experience at the Heritage Green campus in a green, zero-emission
way. As the Heritage Green aTaxi becomes more popular, it establishes Greenville County as a center for automated
transport network systems bringing in related industries and further economic development. The Strategic Software
Engineering research Group will investigate systems engineering research techniques for integrating aTaxi vehicles into a
Greenville community and optimization. Lessons learned in executing and analyzing aTaxi service will be applied in
transportation-challenged communities like the underserved community of Nicholtown. With the aTaxi homes will be
connected with stores, schools, and medical care. Census data shows that 1/3 of the 2010 area workforce have no car
and need transportation to work, shopping, and entertainment/recreation. This transportation innovation will improve
the quality of life and enhance the effectiveness of existing public transportation networks.
General
Lower Manhattan’s Smart Neighborhood Pilot (New York City)
The NYC Smart Neighborhood pilot would provide real-time data, through a sensor network, for city planners,
businesses, academia, and entrepreneurs to better understand how the city, its infrastructure, and its population, are
changing over time from a resources, population, and infrastructure perspective. This project aims to impact and
strengthen those who live and/or work in lower Manhattan by providing real-time insight into urban challenges such as
air quality and/or noise pollution, making sensor data publicly available, supporting entrepreneurs and innovation, and
helping address some of the City's administration goals. This pilot neighborhood is representative of a business district
neighborhood, and can be combined along with other NYC smart neighborhood projects (such as Hudson Yards and Red
Hook) to give a more holistic systems view of how NYC functions with the long-term plan to map out the entire city of
New York. Lastly, these pilot projects will play a critical role in helping shape the forthcoming New York City Smart Cities
strategic plan that will set the vision for NYC’s transformation and role in the Smart Cities revolution.
PlanIT Impact (Kansas City)
What: PlanIT Impact is a resource impact tool for the planning, design and construction industries that link locally
available geospatial data with a specific development project’s location to provide visually immersive feedback.
By calculating critical impact factors such as quality of life, energy usage, building mix, greenhouse gas and much more,
PlanIT Impact allows you to make critical decisions sooner in the planning and design process. Information is brought to
life using cross-referenced 3D modeling technology, GIS mapping and resource databases.
Why: As a first of its kind platform, the PlanIT Impact web app will potentially change the way building industry
professionals make decisions and municipal leaders about where and how to invest in our communities. PlanIT Impact is
also a powerful educational tool for students learning about the environment or as a research tool on how cities
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metabolize resources. The design and development process allows for the input of more intensive information earlier
on so smarter decisions can be made before significant investment has occurred.
Mobile-first Communication and Service On Demand Infrastructure for Hospitality - ALICE (NY)
ALICE is partnering with the Gansevoort Hotel Group in New York City to systemize, automate, and unify their staff and
guest operations across 2 properties located in different neighborhoods of New York City over a mile apart. The
objective is to understand, manage and improve the day to day operations of both hotels, across all departments,
through the creation of real time mobile communication technology. The platform will provide a cloud-based task
management system available for staff to manage their workflow. Tasks can be requested by guests from their own
devices or by staff internally and will then be routed to the appropriate department automatically. The platform will
then track and assist the workflow of that task through completion. This system will provide transparency, automation,
and rules based alerting to ensure timely task completion. ALICE will also provide a front-end interface and 2-way
communication capability for the hotel guests to engage with relevant staff in the hotel to resolve issues. Staff will also
be able to interact with each other through a Staff application. The objective is to make task coordination centralized
and streamlined. Automating what have traditionally been manual processes involving pen, paper, and 2-way radios will
increase efficiency, reduce the number of unhandled incidents to 0, allow for the measurement and optimization of all
hotel processes, and create a truly unique and personalized experience for all parties.
ParaDrop: City-scale Analytics (Madison, WI)
Specialized ParaDrop Access Points (APs) will be deployed to local businesses around State Street, a popular pedestrian
zone in Madison, WI. These APs will provide insightful analytics about the population, and also serve as a computational
hub for deployed IoT outdoor sensors. The analytics will provide customer-driven actionable items to individual
businesses and city-scale data to the city of Madison for future city planning. The sensors will collect audio data,
allowing ParaDrop to provide noise pollution metrics and public safety services.
NYCLink
LinkNYC is a first-of-its-kind communications network that will bring the fastest available municipal Wi-Fi to millions of
New Yorkers, small businesses, and visitors. The five-borough LinkNYC network, which will be funded through
advertising revenues, will be built at no cost to taxpayers and will generate more than $500 million in revenue for the
City over the first 12 years.
The approach used for this program was to bring some of the best companies together to deliver a product that would
generate a revenue stream for the City of New and free service for users. Partners include New York City, Qualcomm
Incorporated, Titan360, Control Group, COMARK Corporation, and Antenna Design (Product Industrial Design).
The aging network of public pay telephones for years have been a less than utilized form of communication as well as an
eye sore on the community. The challenge of this project was to design, manufacture, install, and operate a state of the
art networked communication system that will bring the latest technology to bear to facilitate the lives of New Yorkers
and visitor from around the world and provide the fastest free WiFi connectivity for free.
Benefits include:
● Improve street side appearance with a state of the design and technology.
● Provide new method to utilize 911 and 311 for public information and safety.
● Creating socio-economic parity for all residents and businesses starts with LinkNYC
● Improve quality of life for NYC residents and visitors providing free internet access via state of the art WiFi
service.
● A facility for location manufacturing and production will be established in NYC for the LinkNYC structures.
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● The LinkNYC program is expected to create 100 to 150 new full-time jobs in manufacturing, technology and
advertising.
● LinkNYC will provide an estimated 650 support jobs in NYC.
● Will create a new revenue stream for NYC.
Education
Bringing Internet of Things Know-How to High School Students
Today’s students will be the ones who are designing the smart cities and communities of tomorrow. There are many
things to learn about the underlying technologies, applications,
data characteristics, and security/privacy issues and the time to start learning is now. This project defines Internet of
Things experiments involving sensors, hardware, software and data, and brings them to high school students through
workshops and hackathons that students participate in. The underlying enablers are template definitions of open
hardware, software and sensors that students can use to build sensor pods of their own designs. They program their
pods and deploy them in their own school environments, and exchange real-time data with student teams in other
locations. After larger amounts of data have been collected over time, the students are shown how to manipulate the
data and examine the data sets to find similarities and differences. The broader learning lessons include learning about
open hardware and software, how sensing systems work, what kinds of data are generated by sensors, how data
accumulates over time, how to examine data and make comparisons, practical issues such as noisy data and time zone
differences, working with programming languages such as Python and others, and ways to potentially utilize high-speed
network bandwidth in locations where that’s also available. igh school students and STEM educators participate from
the participating locations, supplemented with local college students and volunteers who help with mentoring.
Participants include Internet of Things DC, IoT Dev Labs, Arlington County Virginia, Virginia Tech, Montgomery County
Maryland, and high school students, STEM educators and volunteers from locations across the US.
SENAS: A Smart City Educational Network for Autistic Students
Our GCTC project focuses on the creation of a Smart City Educational Network for Autistic Students. This network
application enables students and teachers to interact and learn from various locations including schools and homes. It
brings together experts from diverse fields including computer networking, cyber learning, virtual reality technologies
and autism. In this project, Dr. J. Cecil (Oklahoma State University), Dr. P. Ramanathan (University of Wisconsin Madison)
and Dr. Mary Sweet-Darter (ABA-OK Consulting) are working with the City of Stillwater and Stillwater Public Schools. The
Smart Cities of the future need to have schools which adopt effective and innovative cyber learning frameworks and
approaches which take advantage of Next Generation Internet and other ‘smart’ technologies. The Centers for Disease
Control (CDC) estimates that around 1 in 61 American children are on the autism spectrum today. Our project will help
autistic children learn science and math concepts using ultra-fast networks and cyber learning approaches. Availability of
educational resources and their accessibility to autistic students is important especially in terms of reducing the
increasing costs associated with such services. Our project will facilitate providing educational services with ‘on demand’
access so that autistic students, educators and parents can access them anytime from various locations. We plan to
eventually expand this network to support STEM learning for other students in Stillwater and other schools in Minnesota
and Oklahoma.
Resource Network for Early Childhood Care and Education (Baltimore, MD)
This GC Team will develop a Resource Network for Early Childhood Care and Education to connect parents and childcare
providers with local resources to assist them in fostering their children’s development and successful entry into
kindergarten. The Resource Network will be tested in a pilot neighborhood of Baltimore, Maryland as the first phase of
an effort to develop a Virtual Mentor for Early Childhood Care and Education. The overall project aims to establish an
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interactive learning environment—delivered via smartphone, tablet or laptop computer—to provide parents and
caregivers with a virtual mentor in early childhood development, parenting best practices, and access to childcare
resources, that is accessible to caregivers at any time or place.
The Initial (pilot) demonstration of the Resource Network App is proposed for the Baltimore Promise Heights
neighborhood, a U.S Department of Education Promise Neighborhood. The pilot aims to enable a group of parents to
complete an online survey of services provided during a regular pediatric Well-Child Visit via the childcare Resource
Network App, and provide the results to the Department of Pediatrics at the University of Maryland School of Medicine.
For this test of technical feasibility and acceptability, synthetic data will be used as input to the survey, and no personally
identifiable information will be used. The pilot will be guided by the University of Maryland Institutional Review Board
process.
Health & Public Safety
PA 2040 (Washington, DC)
PA 2040 is a project that looks to implement IoT capabilities in ways that are simultaneously practical and exciting on
“America’s Main Street,” Pennsylvania Avenue. The ultimate goal of the project is to provide a better, more rewarding
experience to everyone who uses the corridor – visitors, workers, and businesses, as well as the local and federal
governments.
The foundation for the system is Cisco’s Smart + Connected Communities platform which is built around a pervasive
mesh Wi-Fi network. The Wi-Fi will serve to provide free internet access to the public, as well as to connect a network of
sensors that will measure a variety of environmental conditions, traffic,
The series of sensors – provided by a numerous partners – built into this network will provide data analytics capabilities
allowing for real time maintenance alerts, improvements to transportation management, and ultimately a better
experience to visitors to the corridor. A sampling of the capabilities includes:
● Wayfinding including location-aware, self-guided tours and other augmented reality on mobile devices as well as
multi-lingual interactive kiosks.
● Parking demand management allowing visitors to see where parking is plentiful or scarce.
● Improved maintenance response times.
● Emergency response management.
● Long-term public space planning.
Analytics from the public Wi-Fi will also allow for greater information about where visitors to corridor are coming from
and will allow for better planning and programming of public space.
SCALE - Healthy Air, Healthy Water, Healthy People (Montgomery County, MD)
A safe and healthy environment supported by connected devices/sensors, or the Internet of Things (IoT) is now well
within the reach of many people. However, too often new technologies do not benefit those who need them most:
elderly, infirmed and vulnerable residents who are unable to afford this level of protection. The public sector already
plays a critical role in protecting the most vulnerable around us, and can now do it more effectively and efficiently with
IoT. In this second phase of SCALE we will focus on three primary areas: healthy air, water and people. In our testbed, a
large senior living facility in Montgomery County, this project will establish a diverse ecosystem of devices and
demonstrate the viability of extracting data from these devices, bringing it to an open, interoperable platform and
leveraging it for public safety and public health. To do this Montgomery County has established the Thingstitute, a living
laboratory for the internet of things and a hub for the various testbeds we will establish.
Currently the Thingstitute features partnerships with the following companies and organizations via the SCALE project:
University of California-Irvine, Massachusetts Institutes of Technology, IBM, Intel, AT&T, SigFox, Brivo Labs, Senseware,
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N5 Sensors, the Telemedicine and Advanced Technology Research Center (TATRC), Responder, Del Ray Analytics,
biobright, IoT Dev Labs, IoT DC, Captiva, Earth Networks, Victory Housing and more to come. Montgomery County has
also established a partnership with Kansas City, MO to share information on project activities and how IoT is impacting
public operations.
Smarter Sockets: Indoor Emergency Response Locators
It is often a matter of life and death whether a first responder can quickly locate a wireless caller in distress within a
multistory building. But current location technologies do not work well in indoor spaces or in multistory buildings, since
receivers require a clear view to communicate with satellites. In fact, the Federal Communications Commission
estimates that roughly 10,000 lives, per year, could be saved in the United States if indoor location accuracy were
improved.
This project will demonstrate the feasibility of using novel smart electricalsocketsㅡembedded with a microprocessor,
Bluetooth Low Energy (beacon), and WiFiㅡto provide an accurate dispatchable address to the indoor location of
wireless 9-1-1 callers. The dispatchable address will include precise location tags and floor level. Providing a dispatchable
address to a 9-1-1 caller is particularly important in instances where a caller cannot provide information directlyㅡeither
because they do not know or cannot communicate their location due to extreme threat of danger.
Success of this project will represent a significant advancement in technology that can be deployed in virtually any
building to provide reliable micro-location data. The technology will provide additional benefits: (i) building managers
will be able to reduce energy consumption by conditioning each room based on the room’s real-time occupancy, (ii)
universities would be able to automatically monitor the indoor location of their students; and (iii) municipalities could
use the technology to design smarter, safer cities based on aggregate, indoor location data. Using networked beacon
devices, indoor positioning will be as accessible as Google Maps is today.
Ecosystem for Smart Medical Simulation Team Training (Fairfax, VA)
In emergency medical situations where seconds count and decisions can impact a life for years to come, a team’s
situational awareness, logistical decision-making and actions matter greatly. The critical importance of efficient and
effective medical and logistical decision-making as well as ensuring continuity of care among the medical, trauma and
surgical response teams in crisis situations cannot be underestimated to keep citizens and patients safe in city
emergencies. These men and women dedicate themselves to keeping all of us safe and healthy by participating in
rigorous high-fidelity simulation training, however, challenges to continually and efficiently improve their performance
and response in these demanding situations remain. High fidelity simulation training in emergency response, hospital
and surgical contexts has been shown to be effective in improving patient outcomes and research indicates the after
action debriefing session is where the majority of learning occurs. However, what can be learned from high-stakes and
complex team simulations is often limited by the attention, memory, and knowledge of the observers and facilitators
during the simulation and in the debriefing session. The focus of this challenge is to provide immediate and enhanced
information and feedback to emergency and medical response teams in the debriefing session concluding a complex,
live-action, multi-team (e.g. emergency response, pre-hospital, surgical and post-op) simulation. Leveraging an
extensible, interoperable system based on open specifications that dynamically collects and analyzes performance (big)
data from multiple, networked devices in real-time, this system will track the activity of these professionals while
engaged the live action simulation for immediate or latent analysis and display. The goal is improved learning, reflection
and performance support in the debriefing session or in situ to ultimately improve patient care. Providing dynamic data
collection and display by linking devices to people to actions for improved learning at the point of need from simulations
by medical and emergency response teams in crisis situations can potentially improve their ability to learn, to perform
and to respond efficiently and effectively to keep our citizens and their families safe and healthy.
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Energy Efficient Data Collection Street Light Post Assembly (North Branford, CT)
City Planners, Town Managers and Law Enforcement personnel are with incorporating available resources into their
long term strategies. Developing energy efficient lighting standards which integrate smart technologies allows for an
intelligent return on investment. The premise of our concept is that important events and information need to be
reported and transmitted from the critical area “under the trees” on our city streets. Government agencies are
committed to reducing energy footprints across the country. In the aftermath of the Sandy Hook tragedy, we further
see that every street light assembly, whether it be new construction or an energy saving retrofit, holds the potential to
collect and deliver information. Lighting standards offer previously unused real estate, all of which is capable of
delivering essential information to our communities. Our entry will focus on providing discreet surveillance and quality
facial recognition when an incident occurs at the pedestrian level. The video information will simultaneously be
collected and transmitted to law enforcement in real time, enabling them to provide a more effect response to an
emergency situation. Our team consists of primarily Connecticut based members, all of which are committed to
providing a solid solution to prevent other unfortunate events. Our team consists of State agencies, large and small
local companies as well as WIBs and Community Colleges, each ready to address a viable solution. Penn Globe,
Connecticut Innovations, Connecticut DECD, Town of North Branford, Queralt Inc., Remote Reality, Arrow Electronics,
Connected Development, Workforce Alliance and Gateway Community College are participants.
Array of Things: Managing Urban Air Quality (Chicago, IL)
Many cities aspire to track and manage air quality in order to manage emissions through dynamic or policy-based traffic
management. Understanding the spatial and temporal dynamics of air quality is critical to designing effective sensor
networks and closing the loop between sensing and traffic controls and policy.
In June 2015 we will demonstrate a network of air quality sensor units deployed on BigBelly waste units in Chicago’s
central business district, with open data published to a cloud based system that allows the air quality data to be
analyzed in conjunction with other data including weather and traffic flow. If possible in June 2015 or shortly thereafter,
we will demonstrate similar capabilities in Portland, Seattle, New York City, and Boston.
Chattanooga GASP: Geolocated Allergen Sensing Platform
This platform is a way to combine Cyber Physical Systems and Chattanooga’s gigabit network to provide real time
information relevant to a major health concern of the city – allergies. This pilot project will deploy two types of sensors
to detect pollen: 1) streaming sensors to provide size-based, real-time pollen and particulate data, and 2) off-line
collectors to provide accurate, microscopic analysis of environmental pollen. The comparison of these two data sets will
result in determining whether algorithms could be created to make the real-time data more valuable based on
relationships discovered between the real-time and microscopic analysis. Integrating this local data with higher-level
context from multiple NASA remote sensing data using machine learning will enable the creation of more accurate
information. Chattanoogans suffer terrible allergies as a result of geographic conditions that concentrate pollen
particulates into high pollen counts and equals general misery and malaise. This pilot platform’s advanced data
collection will be channeled into visualization tools that can then be used to support a real-time Pollution View for maps.
This can be used by residents of the City or visitors to the City as an additional tool for planning outdoor activities. The
test-bed is Chattanooga, TN. The partners located in Chattanooga are The Enterprise Center, the Chattanooga Public
Library, and the Electric Power Board. We are also leveraging experts in the fields of environmental assessment and
pollen distribution from the University of Texas – Dallas and the University of Tulsa.
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Energy & Utilities
Project X: GigaBit SMART City Project (Highland, IL)
Smart utility meters solving demands for data, voice, and video
Can you imagine the impact on the world whereby everyone had premium access to the superhighway of information?
The US Federal government and several private groups have partnered together to bring this innovation to reality for
the City of Highland, Illinois and Tri-County Electric Cooperative in Hooker, Oklahoma.
The City of Highland is currently the only gigabit city in the state of Illinois with Internet access up to a gigabit of
information. Developing an entirely new infrastructure is both costly and time consuming; therefore the solution is in
leveraging the existing capabilities of the electric utility.
Project X is designed to seamlessly transform communities by allowing every citizen the advantage of exceptional
connectivity like never before. Utility meters can be upgraded as “Smart Meters or Meter-less Meters” by linking into a
wireless network to provide data, voice, and video into homes and businesses.
Imagine first responders having access to significantly more information before, during, and after an emergency, or
millions of school children accessing pictures and videos from around the world in fractions of a second. Even the
elimination of most electrical outages because of the ability to actively monitor, identify, and resolve issues before an
outage could occur.
Additionally, Cyber Security will be an intrinsic component of Project X to protect data privacy and prevent unwanted
intrusion, which will also expand to securing other utilities including water and gas.
SmartCity Utilities Infrastructure
Our initiative addresses smart solutions across water and lighting infrastructures. AT&T and IBM are coming together
with Mueller, GE and Captiva to provide sustainable solutions.
Every year millions of gallons of water are lost through leaks in aged water pipes that date back to the turn of the
century in cities around the world. Unaccounted for water is as high as 40% in cities around the world. The problem is
that pipes were typically installed in the ground and information is unknown until leaks are reported, typically above the
ground. Our demonstration scenario will use AT&T wireless network (LTE) infrastructure and inputs from sensory input
sent to a smart dashboard. Sensors would be placed in the water distribution and fire protection infrastructure that will
utilize wireless networks to send information such as pressure, temperature, and leak detection. Cities benefit by using
sensors on fire hydrants and distribution infrastructure where leaks can be proactively located – instead of waiting for
leaks to be reported.
With smart energy there is an opportunity to use smart lighting solutions to save energy and address smart cities
applications such as video surveillance and parking and traffic management. The demonstration scenario will use AT&T
wireless networks (LTE) infrastructure and inputs form smart lighting sensors for multipurpose applications. We will
introduce a solution that not only is used for lighting control but also for other near applications such as traffic
management, parking and video imaging and asset management.
Intelligent Connectivity & Smart Water Assets Management (Cincinnati, OH)
The Smart Water Assets Project brings together subject matter expertise from a utility (Greater Cincinnati Water
Works), a system integrator (CH2M HILL), and a rapid prototype development and technology company (Qualcomm
Technologies, Inc.). The program objective is to demonstrate how Smart Water Assets can fill a major gap currently
existing in the water, wastewater & environmental industry effecting how utilities routinely collect, transmit, process,
and use system and asset data, and how that data can be more effectively converted to “actionable” information for
decision-making.
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Smart Assets will mitigate longstanding challenges that are becoming more urgent, such as drought management. There
are several different ways this will be done:
✓ Smart water assets will improve the ability of the utility to achieve a reduction of risk for unusual operational
situations, such as the Elk River Chemical Spill.
✓ Use of the technology will enable water utilities to improve the management of water demand and supply and
this will be particularly beneficial during times of drought.
✓ Smart water assets will enable utilities to better protect against environmental impacts. A primary example of
this is use of the technology to provide advanced warning of sewage overflows thus enabling mitigative actions.
✓ Water and Wastewater utilities will have increased access to large data sets and information, and improved
responses, which will result in better operational optimization, reduced operations and maintenance costs, and
improved regulatory compliance.
✓ Use of the technology in modeling situations will result in lower lifecycle costs in achieving environmental
outcomes, in capital cost reductions.
5D Smart San Francisco 2030 District (San Francisco, CA)
Buildings are responsible for 52% of the city's carbon emissions and 75% of the city's largest 2,000 commercial buildings
fall within the boundaries of the 2.2 sq mi Area of Interest. While the local market benefits from the $1B that California
utility ratepayers invest annually in energy efficiency incentives, ambitious building energy and green codes, and a large
concentration of architectural and engineering talent, data about energy performance in buildings is a key missing
ingredient. While Class A properties are well managed, governments, capital markets, real estate investors, property
managers, commercial tenants, and even utilities lack comprehensive, granular, actionable data about the specific
energy efficiency opportunities and solutions waiting to be tapped at the level of individual buildings and tenant spaces.
And no single hub holds all of the information necessary to harness data in service of sustainability.
The principal goal of the 5D Smart San Francisco 2030 District project is to create that hub. This will make the necessary
data and information easily available to building owners in the city in order to accelerate and expand investment in
energy efficiency retrofits cost effectively and within a reasonable timeframe. The platform will serve as a collaboration
tool for the city’s major government agencies, private commercial buildings owners, academic institutions, energy
management solutions providers, standards organizations, network and telecommunications companies, and energy
retrofit finance firms to work together in ways they never have before. Use of the platform will accelerate awareness
and adoption of best practices and best-in-class energy management solutions in the industry.
Energy Storage based Adaptive Demand Response in Smart Commercial Buildings (NYSERDA)
The objective of the project is to develop and demonstrate how battery electrical storage can be used synergistically in
conjunction with a commercial building’s other demand response (DR) capabilities, namely curtailment (e.g., modified
temperature set points, light dimming) and load shifting (e.g., pre-cooling). The overarching aim is to simultaneously
reduce grid stress, the need for environmentally and economically disadvantageous peak generation capacity, and
building' ownership cost. This will be achieved by optimizing arbitrage savings in DR tariffs versus storage equipment
cost, while monitoring building comfort as a constraint. It is hypothesized that strategic battery dispatch in coordination
with other DR capabilities can increase the magnitude and duration of load reductions, thus significantly lowering
electric bills, while improving the building’s capability to maintain occupant comfort and services during such reductions.
The project outcome will be a complete pre-commercial energy storage and building management device that integrates
mechanical and electrical systems to provide load-shedding and energy storage assets. The device will leverage existing
control features of advanced commercial building automation. It will be optimized and tested on actual tariffs. The
project team will also evaluate the costs and benefits of conducting a full demonstration in a commercial building in
New York City. The project team consists of Urban Electric Power (Lead), Siemens Corporation Corporate Technology,
Columbia University, and City University of New York, NY-BEST.
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Distributed Mobile Storage for Resilience – Plugin Electric Vehicles (PEVs)
The project will demonstrate an integration of multi-directional charging and load prioritization between stationary and
mobile storage devices, power grids and microgrids. The overarching goal of the project is to demonstrate a system
designed to be both economically sustainable during normal operations and provide for electricity resilience during
electrical outages.
Demonstrating grid scale power levels and PEV integration in Washington DC; in Gulu, we use other mobile storage
devices, like computers and phones, as proxies (and to demonstrate flexibility of the algorithms) to stress the algorithms
in an environment that experiences numerous and extended grid failures.
We will demonstrate the impact of charging optimization algorithms using up-to 4 charging ports at the DC EcoDistrict
site. Two of these ports will be reserved for fleet vehicles; the remaining 2 ports will be available for commercial
customers. The typical mechanism for charging is first come first serve. We will implement algorithms that better meet
customer needs and more efficiently use available power and energy.
Initial deployment will likely consist of one or more charging stations located within the EcoDistrict and in Gulu, where
we will implement charging algorithms related to the use of laptops, cellphones and a water pump. The fragile grid in
Gulu offers the opportunity to demonstrate the algorithms in an environment with 100s of hours of electrical outage per
month.