SPARK16 Presentation: IoT, Data, and New Business Models are Disrupting Build...Urjanet
The document discusses how Internet of Things (IoT), data, and new business models are disrupting building energy efficiency economics. It notes that IoT is enabling building intelligence through infrastructure for connectivity and data acquisition. This data can provide actionable insights and improvements when used with building energy management systems (BEMS) and analytics. However, barriers still exist including technology hurdles and issues related to people and organizational goals. New business models are emerging around IoT that involve recurring revenue models through offerings of devices, apps, services, and platforms.
SPARK16 Presentation: Welcome to SPARK and What's NewUrjanet
Urjanet is a technology company focused on providing utility data globally to fuel innovation, savings, business efficiency, and sustainability. Over the last year, Urjanet doubled revenue, customers, employees, and utility connections while tripling utility accounts. New product features focus on speed, scale, self-service, and security to better serve customers and become the leading global provider of utility data through continuous innovation.
Did you miss out on this year's SPARK event? Don't worry! Our team of dedicated utility data experts worked to collect the top insights and key takeaways from this year's event. Check out this SlideShare to learn more about the industry insights and trends that were hot topics as this year's event.
NGA National Governors Assoc: IMT presentation on BenchmarkingCliff Majersik
The document discusses energy benchmarking and disclosure laws. It summarizes that building energy use accounts for a large percentage of carbon emissions, especially in cities. Benchmarking and disclosure policies drive energy efficiency improvements by measuring performance and increasing competition. Several US cities have implemented these policies covering over 50,000 properties and 5.8 billion square feet annually. Preliminary data from New York City found energy reductions of 18-31% may be possible by improving the poorest performing buildings. Small businesses report increased activity and jobs from these policies. International benchmarking policies have also been implemented in several countries.
In this piece, we explore how AI has the potential to deliver the active management that will be required for the grid of the future. Powerful intelligence will be able to balance grids, manage demand, negotiate actions, enable self-healing and facilitate a host of new products and services.
Firms, Collective Intelligence and Sustainability : MIT Crowds and Climate Co...Peter C. Evans, PhD
Can firms harness collective intelligence and advance sustainability goals? How large is the intersection between digital tools that permit expanding collaborative networks and reducing the time and cost of innovation?
These were some of the areas discussed at the Crowds and Climate conference held at MIT on November 6-8th organized by the MIT Center for Collective Intelligence.
Peter Evans, Vice President at Center for Global Enterprise, participated in a plenary panel with Nancy Pfund Founder and Managing Partner, DBL Investors and Otto Scharmer, Senior Lecturer, MIT; Founding Chair, Presencing Institute. Jason Jay, Director, MIT Sloan Sustainability Initiative served as the session moderator.
Evans’ presentation focused on the how firms can leverage the power of internal networks through the use of digital platform tools and crowdsourcing.
This document outlines Peter Evans' agenda for 2016 focusing on trends in the digital economy. It discusses the growth of networks, data, and platforms which will intensify in 2016. Specific trends covered include the increasing scale and speed of the industrial internet compared to the consumer internet, the core and periphery of the API economy, alliances in IoT and whether companies will balance or bandwagon, the rise of large platform companies globally, and if digital diplomacy can make Europe more competitive through a digital union. The agenda positions organizations for changes in these areas in the coming year.
Future of energy nordic edge - 27 sept 2018Future Agenda
This is the starting stimulus for a future of energy workshop taking place on 27 Sept in Stavanger, Norway. As part of the Nordic Edge 2018 event, and in partnership with ISPIM, we are running an accelerated session focused on key shifts for energy in smart cities over the next decade or so.
More details are on https://www.nordicedgeexpo.org/program/ispim-immersive-workshop
This draws on previous future agenda focus on the future of energy, the future of cities and the future of transport and is the starting point for a new more focused exploration of the specific changes and opportunities for low carbon, renewable EV driven urban energy strategies. More details on www.futureagenda.org
SPARK16 Presentation: IoT, Data, and New Business Models are Disrupting Build...Urjanet
The document discusses how Internet of Things (IoT), data, and new business models are disrupting building energy efficiency economics. It notes that IoT is enabling building intelligence through infrastructure for connectivity and data acquisition. This data can provide actionable insights and improvements when used with building energy management systems (BEMS) and analytics. However, barriers still exist including technology hurdles and issues related to people and organizational goals. New business models are emerging around IoT that involve recurring revenue models through offerings of devices, apps, services, and platforms.
SPARK16 Presentation: Welcome to SPARK and What's NewUrjanet
Urjanet is a technology company focused on providing utility data globally to fuel innovation, savings, business efficiency, and sustainability. Over the last year, Urjanet doubled revenue, customers, employees, and utility connections while tripling utility accounts. New product features focus on speed, scale, self-service, and security to better serve customers and become the leading global provider of utility data through continuous innovation.
Did you miss out on this year's SPARK event? Don't worry! Our team of dedicated utility data experts worked to collect the top insights and key takeaways from this year's event. Check out this SlideShare to learn more about the industry insights and trends that were hot topics as this year's event.
NGA National Governors Assoc: IMT presentation on BenchmarkingCliff Majersik
The document discusses energy benchmarking and disclosure laws. It summarizes that building energy use accounts for a large percentage of carbon emissions, especially in cities. Benchmarking and disclosure policies drive energy efficiency improvements by measuring performance and increasing competition. Several US cities have implemented these policies covering over 50,000 properties and 5.8 billion square feet annually. Preliminary data from New York City found energy reductions of 18-31% may be possible by improving the poorest performing buildings. Small businesses report increased activity and jobs from these policies. International benchmarking policies have also been implemented in several countries.
In this piece, we explore how AI has the potential to deliver the active management that will be required for the grid of the future. Powerful intelligence will be able to balance grids, manage demand, negotiate actions, enable self-healing and facilitate a host of new products and services.
Firms, Collective Intelligence and Sustainability : MIT Crowds and Climate Co...Peter C. Evans, PhD
Can firms harness collective intelligence and advance sustainability goals? How large is the intersection between digital tools that permit expanding collaborative networks and reducing the time and cost of innovation?
These were some of the areas discussed at the Crowds and Climate conference held at MIT on November 6-8th organized by the MIT Center for Collective Intelligence.
Peter Evans, Vice President at Center for Global Enterprise, participated in a plenary panel with Nancy Pfund Founder and Managing Partner, DBL Investors and Otto Scharmer, Senior Lecturer, MIT; Founding Chair, Presencing Institute. Jason Jay, Director, MIT Sloan Sustainability Initiative served as the session moderator.
Evans’ presentation focused on the how firms can leverage the power of internal networks through the use of digital platform tools and crowdsourcing.
This document outlines Peter Evans' agenda for 2016 focusing on trends in the digital economy. It discusses the growth of networks, data, and platforms which will intensify in 2016. Specific trends covered include the increasing scale and speed of the industrial internet compared to the consumer internet, the core and periphery of the API economy, alliances in IoT and whether companies will balance or bandwagon, the rise of large platform companies globally, and if digital diplomacy can make Europe more competitive through a digital union. The agenda positions organizations for changes in these areas in the coming year.
Future of energy nordic edge - 27 sept 2018Future Agenda
This is the starting stimulus for a future of energy workshop taking place on 27 Sept in Stavanger, Norway. As part of the Nordic Edge 2018 event, and in partnership with ISPIM, we are running an accelerated session focused on key shifts for energy in smart cities over the next decade or so.
More details are on https://www.nordicedgeexpo.org/program/ispim-immersive-workshop
This draws on previous future agenda focus on the future of energy, the future of cities and the future of transport and is the starting point for a new more focused exploration of the specific changes and opportunities for low carbon, renewable EV driven urban energy strategies. More details on www.futureagenda.org
De Martini - Caltech Resnick Utility Business Models Oct 1 2012Paul De Martini
Lecture at Caltech Resnick Sustainability Institute discussing emerging business opportunities for electric utilities based on customer adoption of distributed energy resources.
This keynote presentation discusses how the rise of the Internet of Things (IoT) is changing the nature of certain products by enabling them to build large ecosystems and complements that elevate them from the mundane to the strategic. This has important implication for energy and energy efficiency given broader forces that are reshaping the energy landscape, namely the rise of denser networks (physical, grids, pipelines, fiber, etc.), growth in digital information and the opportunity for new forms and power of analytics and the shift to platform business models that harness network effects by building large ecosystems and incentivizing complements that increase the value of the platforms. Linked to this is the rise of the API Economy, which is creating a new ways to exchange valuable information. In short, a new “energy data layer” is emerging with powerful implications for the future energy intelligence, productivity and efficiency.
Strategies to Monetize Energy Data - How Utilities Can Increase Their 'Earnin...Indigo Advisory Group
In this piece we highlight the utility data monetization imperative and how utilities can build the right strategies to take advantage of this opportunity
The document outlines a business plan for a website called AlternativeScape.com that aims to educate people about alternative energy solutions and make money through affiliate marketing commissions. The plan details objectives to become a top search result for alternative energy keywords and increase income 20% per year. It performs a SWOT analysis and discusses targeting environmentally conscious individuals and business owners interested in alternative energy. The marketing strategy involves SEO, social media, videos and backlinks. An industry analysis notes rising global demand for renewable energy products. Milestones achieved include securing the domain name and setting up merchant accounts.
Blockchain Transactive Energy _ BEC (july 15th 2018) pdfcrlima10
The document discusses using blockchain technology to enable transactive energy and peer-to-peer energy trading. It proposes an Open Blockchain Energy (OBE) framework that would create a distributed ledger to register all grid assets and energy transactions online in a transparent manner. This would allow different participants like renewable generators, retailers, and prosumers to transact energy locally without intermediaries, with the blockchain serving as the registry and payment layer.
Increased energy price volatility and carbon reporting requirements are making organizations re-thinking how they manage energy costs. Accenture in recent years is seeing an unprecedented inflection point with customers investing holistically to manage energy as a competitive advantage.
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...Fatemeh Ahmadi
This document discusses open data-driven innovation and smart cities. It begins by defining open data and how open data initiatives have helped launch businesses and new products. Examples are provided of how open data is used, such as by the World Bank to provide development data and eradicate poverty. The document then discusses how data can enable various types of innovation for goods/services, planning, operations, and marketing. Challenges and opportunities around open data-driven innovation in cities are also examined.
City Initiatives for Energy Efficiency, SPEER Conference, February.2014Cliff Majersik
This document discusses initiatives by cities to promote energy efficiency. It summarizes research finding commercial buildings with ENERGY STAR labels receive rental premiums and higher occupancy rates. It outlines benchmarking policies in several major cities that require large buildings to track and report energy use. Benchmarking data from New York City shows potential for large energy reductions by improving lower performers. The document also discusses how benchmarking creates demand for energy services and how small businesses are seeing increased business and hiring from this work.
NAREIT 1.9.2014 US Benchmarking laws, Green building, Property Value and Gree...Cliff Majersik
The document discusses building energy benchmarking and disclosure policies in major U.S. cities. It finds that the building sector accounts for a large percentage of carbon emissions, especially in dense cities. Benchmarking and disclosure policies are shown to drive energy performance improvements by measuring and reporting building energy use over time. Several U.S. cities have implemented these policies, which will annually impact over 51,000 properties and 5.8 billion square feet of building space. Preliminary New York City findings indicate energy reductions of 18-31% may be possible by improving the poorest performing buildings.
Big Data has made it easier to gain loyal and happy customers in the utilities industry. It improves the ability of companies to quickly identify underlying issues and nip complaints in the bud.
Through big data analytics, utilities can improve customer experience, address changing demands, solve experience-related issues, manage grids more efficiently and gain full control of their resources. Read this paper to find out more.
According to GE, there are 10 digital trends which define the current revolution and will determine the future of the world’s power and utilities sector.
Research telecom compendium 2012 market researchNeel Terde
This report provides an overview of key trends in the telecommunications market in 2012, with a focus on wireless technologies, networks, applications and services. It examines topics like 4G LTE, next generation networks, value-added services, self-organizing networks and more. The target audience includes technology companies, investors, government bodies and others looking to understand opportunities in the large and complex telecom industry. The complete report can be purchased from the contact provided.
Applications state of the cloud analysis of cloud services, companies, and ...Neel Terde
This document summarizes a report on the state of cloud computing. It discusses how cloud computing has evolved from grid computing and the importance of understanding business models for distributed systems. It provides a case study of Amazon Web Services and analyzes major cloud service providers like Salesforce, Google, and Amazon. It also examines how cloud computing impacts mobile applications and markets. Target audiences include cloud services companies, telecom firms, developers, and large enterprises.
Will 2016 be the year that cloud kills the data center? Will the race to the edge continue? Following are my predictions for the trends I expect to dominate the data center industry in 2016.
Crown Capital Eco Management: Lightening an Energy Load Requires a Ton of Wor...arielgermain
While finding agreement on energy issues has been difficult, policymakers are supporting energy efficiency initiatives which save costs while reducing emissions. Some proposals include time-of-use pricing programs where customers pay higher rates during peak hours, encouraging shifting of usage. Federal stimulus funds have also advanced efficiency through weatherizing homes and expanding the smart grid. Studies show efficiency saves more than it costs, with every dollar invested in programs saving $2 for customers, as well as avoiding new power plant expenditures. Private companies now work with businesses to audit energy usage and propose retrofits to cut costs through solutions like improved lighting and equipment replacements.
IEEE Blockchain in Energy P2418.5 WG Standards (October 2019_Claudio Lima) crlima10
The document discusses blockchain applications in the energy sector. It begins by addressing three common misconceptions about blockchain, such as the ideas that it is only used for cryptocurrencies and based on energy-inefficient proof-of-work consensus. It then outlines the goals of the IEEE P2418.5 working group to develop standards related to blockchain in energy domains. Finally, it summarizes several reference frameworks and models being developed to help classify use cases and define interoperability for blockchain in utility grids, transactive energy systems, and other energy applications.
The document outlines a vision for a "Smarter New Zealand" by the year 2050 through the increased use of smarter energy, transportation, water, and other systems. It describes how interconnected systems that leverage information and anticipate problems through instrumentation could help coordinate resources more effectively. Key steps along the way include establishing stable regulation from 2012-2020, developing a "smart backbone" of digitized infrastructure from 2020-2030, and achieving an "Intelligent New Zealand" through integrated resource management by 2050.
1. The document discusses optical character recognition (OCR), including its applications, how it works, and the platform used.
2. OCR involves using software to convert scanned images of text into machine-encoded text by recognizing glyphs and classifying characters through feature extraction and neural networks.
3. The authors explore using OCR for tasks like digitization and security monitoring to reduce human error, and discuss future enhancements like recognizing multiple characters and improving accuracy.
The document compares OCR (optical character recognition) software to Urjanet for processing utility bill data. OCR requires significant upfront costs, hardware, manual labor to scan, sort, and review bills for errors. It often results in incomplete, inconsistent data with high error rates. Urjanet provides automated, timely access to normalized utility bill data with minimal human intervention and no ongoing maintenance costs. Urjanet outputs data that is more accurate, detailed and arrives sooner than what organizations get from using OCR software.
Want to learn how to streamline your utility bill and interval data collection processes? Urjanet's Director of Product Management D.j. Amis describes the variety of ways in which utility bill and interval data can be accessed and gathered. He also shares why it might make sense for your organization to partner with a service provider that can automate the entire process for you, so you can focus on what really matters to your business.
De Martini - Caltech Resnick Utility Business Models Oct 1 2012Paul De Martini
Lecture at Caltech Resnick Sustainability Institute discussing emerging business opportunities for electric utilities based on customer adoption of distributed energy resources.
This keynote presentation discusses how the rise of the Internet of Things (IoT) is changing the nature of certain products by enabling them to build large ecosystems and complements that elevate them from the mundane to the strategic. This has important implication for energy and energy efficiency given broader forces that are reshaping the energy landscape, namely the rise of denser networks (physical, grids, pipelines, fiber, etc.), growth in digital information and the opportunity for new forms and power of analytics and the shift to platform business models that harness network effects by building large ecosystems and incentivizing complements that increase the value of the platforms. Linked to this is the rise of the API Economy, which is creating a new ways to exchange valuable information. In short, a new “energy data layer” is emerging with powerful implications for the future energy intelligence, productivity and efficiency.
Strategies to Monetize Energy Data - How Utilities Can Increase Their 'Earnin...Indigo Advisory Group
In this piece we highlight the utility data monetization imperative and how utilities can build the right strategies to take advantage of this opportunity
The document outlines a business plan for a website called AlternativeScape.com that aims to educate people about alternative energy solutions and make money through affiliate marketing commissions. The plan details objectives to become a top search result for alternative energy keywords and increase income 20% per year. It performs a SWOT analysis and discusses targeting environmentally conscious individuals and business owners interested in alternative energy. The marketing strategy involves SEO, social media, videos and backlinks. An industry analysis notes rising global demand for renewable energy products. Milestones achieved include securing the domain name and setting up merchant accounts.
Blockchain Transactive Energy _ BEC (july 15th 2018) pdfcrlima10
The document discusses using blockchain technology to enable transactive energy and peer-to-peer energy trading. It proposes an Open Blockchain Energy (OBE) framework that would create a distributed ledger to register all grid assets and energy transactions online in a transparent manner. This would allow different participants like renewable generators, retailers, and prosumers to transact energy locally without intermediaries, with the blockchain serving as the registry and payment layer.
Increased energy price volatility and carbon reporting requirements are making organizations re-thinking how they manage energy costs. Accenture in recent years is seeing an unprecedented inflection point with customers investing holistically to manage energy as a competitive advantage.
Open Data-Driven Innovation and Smart Cities_Open Data Business Model and Pat...Fatemeh Ahmadi
This document discusses open data-driven innovation and smart cities. It begins by defining open data and how open data initiatives have helped launch businesses and new products. Examples are provided of how open data is used, such as by the World Bank to provide development data and eradicate poverty. The document then discusses how data can enable various types of innovation for goods/services, planning, operations, and marketing. Challenges and opportunities around open data-driven innovation in cities are also examined.
City Initiatives for Energy Efficiency, SPEER Conference, February.2014Cliff Majersik
This document discusses initiatives by cities to promote energy efficiency. It summarizes research finding commercial buildings with ENERGY STAR labels receive rental premiums and higher occupancy rates. It outlines benchmarking policies in several major cities that require large buildings to track and report energy use. Benchmarking data from New York City shows potential for large energy reductions by improving lower performers. The document also discusses how benchmarking creates demand for energy services and how small businesses are seeing increased business and hiring from this work.
NAREIT 1.9.2014 US Benchmarking laws, Green building, Property Value and Gree...Cliff Majersik
The document discusses building energy benchmarking and disclosure policies in major U.S. cities. It finds that the building sector accounts for a large percentage of carbon emissions, especially in dense cities. Benchmarking and disclosure policies are shown to drive energy performance improvements by measuring and reporting building energy use over time. Several U.S. cities have implemented these policies, which will annually impact over 51,000 properties and 5.8 billion square feet of building space. Preliminary New York City findings indicate energy reductions of 18-31% may be possible by improving the poorest performing buildings.
Big Data has made it easier to gain loyal and happy customers in the utilities industry. It improves the ability of companies to quickly identify underlying issues and nip complaints in the bud.
Through big data analytics, utilities can improve customer experience, address changing demands, solve experience-related issues, manage grids more efficiently and gain full control of their resources. Read this paper to find out more.
According to GE, there are 10 digital trends which define the current revolution and will determine the future of the world’s power and utilities sector.
Research telecom compendium 2012 market researchNeel Terde
This report provides an overview of key trends in the telecommunications market in 2012, with a focus on wireless technologies, networks, applications and services. It examines topics like 4G LTE, next generation networks, value-added services, self-organizing networks and more. The target audience includes technology companies, investors, government bodies and others looking to understand opportunities in the large and complex telecom industry. The complete report can be purchased from the contact provided.
Applications state of the cloud analysis of cloud services, companies, and ...Neel Terde
This document summarizes a report on the state of cloud computing. It discusses how cloud computing has evolved from grid computing and the importance of understanding business models for distributed systems. It provides a case study of Amazon Web Services and analyzes major cloud service providers like Salesforce, Google, and Amazon. It also examines how cloud computing impacts mobile applications and markets. Target audiences include cloud services companies, telecom firms, developers, and large enterprises.
Will 2016 be the year that cloud kills the data center? Will the race to the edge continue? Following are my predictions for the trends I expect to dominate the data center industry in 2016.
Crown Capital Eco Management: Lightening an Energy Load Requires a Ton of Wor...arielgermain
While finding agreement on energy issues has been difficult, policymakers are supporting energy efficiency initiatives which save costs while reducing emissions. Some proposals include time-of-use pricing programs where customers pay higher rates during peak hours, encouraging shifting of usage. Federal stimulus funds have also advanced efficiency through weatherizing homes and expanding the smart grid. Studies show efficiency saves more than it costs, with every dollar invested in programs saving $2 for customers, as well as avoiding new power plant expenditures. Private companies now work with businesses to audit energy usage and propose retrofits to cut costs through solutions like improved lighting and equipment replacements.
IEEE Blockchain in Energy P2418.5 WG Standards (October 2019_Claudio Lima) crlima10
The document discusses blockchain applications in the energy sector. It begins by addressing three common misconceptions about blockchain, such as the ideas that it is only used for cryptocurrencies and based on energy-inefficient proof-of-work consensus. It then outlines the goals of the IEEE P2418.5 working group to develop standards related to blockchain in energy domains. Finally, it summarizes several reference frameworks and models being developed to help classify use cases and define interoperability for blockchain in utility grids, transactive energy systems, and other energy applications.
The document outlines a vision for a "Smarter New Zealand" by the year 2050 through the increased use of smarter energy, transportation, water, and other systems. It describes how interconnected systems that leverage information and anticipate problems through instrumentation could help coordinate resources more effectively. Key steps along the way include establishing stable regulation from 2012-2020, developing a "smart backbone" of digitized infrastructure from 2020-2030, and achieving an "Intelligent New Zealand" through integrated resource management by 2050.
1. The document discusses optical character recognition (OCR), including its applications, how it works, and the platform used.
2. OCR involves using software to convert scanned images of text into machine-encoded text by recognizing glyphs and classifying characters through feature extraction and neural networks.
3. The authors explore using OCR for tasks like digitization and security monitoring to reduce human error, and discuss future enhancements like recognizing multiple characters and improving accuracy.
The document compares OCR (optical character recognition) software to Urjanet for processing utility bill data. OCR requires significant upfront costs, hardware, manual labor to scan, sort, and review bills for errors. It often results in incomplete, inconsistent data with high error rates. Urjanet provides automated, timely access to normalized utility bill data with minimal human intervention and no ongoing maintenance costs. Urjanet outputs data that is more accurate, detailed and arrives sooner than what organizations get from using OCR software.
Want to learn how to streamline your utility bill and interval data collection processes? Urjanet's Director of Product Management D.j. Amis describes the variety of ways in which utility bill and interval data can be accessed and gathered. He also shares why it might make sense for your organization to partner with a service provider that can automate the entire process for you, so you can focus on what really matters to your business.
SPARK15: Architecting The Future of Energy & SustainabilityUrjanet
Jana Schmidt, President and CEO of Ecova, discusses architecting the future of energy and sustainability. She acknowledges that these are complicated forces and challenges to address. However, through trends, data insights, and action, meaningful change and opportunities can be achieved by building upon the future. Data, insight, and action are at the core of Ecova's approach to help clients better understand patterns and achieve powerful results.
Miss out on our latest webinar? Don't worry, we've put together a brief webinar recap to find out more about what Urjanet's Erik Becker, VP Sales, and eCredable’s CEO, Steve Ely, think of today’s credit scoring models, the shortcomings and limitations, and how new proprietary models could be the answer to giving the millions of underbanked and unbanked American consumers a more sufficient method of credit scoring.
In this webinar recap you’ll also gain insight into the sentiments around this new proprietary scoring model as the team reviews the results of a recent survey conducted by Urjanet of nearly 900 American consumers. Check out the webinar recap to learn more!
Urjanet is a product focused on innovation in federated data models. Their product, the Utility Data System (UDS), has almost 4000 utility connection templates and they are adding over 100 per month. They have also doubled their utility data account volume since 2015. Urjanet focuses on speed, scale, security and self-service with their product. They are working to improve encryption, access control, the UDS user interface and API to provide users full control and turnkey solutions.
IOSR Journal of Computer Engineering (IOSR-JCE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of computer engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in computer technology. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Optical character recognition (ocr) pptDeijee Kalita
The document discusses optical character recognition (OCR), which is the process of converting scanned images of printed or handwritten text into machine-encoded text. It provides a brief history of OCR, explaining some of the early developments. It also outlines the typical steps involved, including pre-processing, character recognition, and post-processing. Examples of applications of OCR technology are given.
SPARK15: Simplifying Sustainability Through GamificationUrjanet
This document discusses simplifying sustainability decisions through gamification. It notes the complexities in real estate, design, and construction processes and broken workflows. The presentation proposes a game-like platform that maps product performance data, automatically calculates sustainability impacts and costs, and generates simplified reports to help decision makers. It suggests analyzing tool usage to improve the system and enable collaborative gaming through building information modeling tools. The goal is to make sustainability targets and metrics less complicated through an easy and focused process.
This document discusses text detection and character recognition from images. It begins with an introduction and then discusses the aims, objectives, motivation and problem statement. It reviews relevant literature on segmentation and recognition techniques. The document then describes the methodology used, including preprocessing, segmentation using vertical projections and connected components, and recognition using pixel counting, projections, template matching, Fourier descriptors and heuristic filters. It presents results from four experiments comparing different segmentation and recognition methods. The discussion analyzes results and limitations. The conclusion finds that segmentation works best with connected components while recognition works best with template matching, Fourier descriptors and heuristic filters.
The document describes an optical character recognition (OCR) system that uses a grid infrastructure to improve translation speeds of scanned documents. It discusses how OCR allows conversion of paper documents into editable electronic files. The proposed system aims to support multi-lingual character recognition by utilizing distributed processing across a grid. Key components include the scanner, OCR software, and output interface. Algorithms like Hebb's rule are used for unsupervised training of the neural network. Modules include document processing, training, recognition, editing and searching. Design diagrams show the overall system architecture and classes.
Optical character recognition (OCR) is the conversion of images of typed or printed text into machine-encoded text. The document discusses OCR including defining it, describing its problem overview, types, steps in the OCR process like pre-processing and character recognition, accuracy considerations, use of free OCR software, pros and cons, and areas for further research like improving recognition of cursive text.
ASHRAE benchmarking presentation by IMT 1-18-2014Cliff Majersik
This document summarizes energy benchmarking and disclosure policies in U.S. cities. It finds that the building sector accounts for a large percentage of carbon emissions, especially in dense cities. Energy benchmarking and disclosure policies have led to energy performance improvements as building performance is measured and shared. Major cities like New York City and San Francisco now require energy benchmarking of large buildings. Preliminary data from New York City finds the poorest performers use much more energy and targeting them could significantly reduce citywide energy use. Benchmarking policies are also spurring small business growth in energy efficiency fields. Benchmarking is increasingly seen as an important part of integrated policy approaches to improve building energy performance.
This document provides an overview of CMS Energy's environmental, social, and governance (ESG) efforts. It discusses CMS Energy's corporate structure, 2020 financial statistics, renewable energy platform, sustainability track record, ESG disclosures, 2021 integrated resource plan, infrastructure renewal efforts, the supportive Michigan regulatory environment, and credit ratings. The summary highlights CMS Energy's commitment to net zero carbon emissions by 2040, plans to retire all coal plants by 2025, disclosure of ESG information according to various frameworks, and $650 million in customer savings from the integrated resource plan.
The document discusses the EPA's ENERGY STAR program for benchmarking and rating the energy performance of commercial buildings. It provides an overview of the Portfolio Manager tool and the growth of its use over time. It also describes the Automated Benchmarking System which allows utilities to automatically upload energy data to Portfolio Manager on behalf of building owners to streamline the benchmarking process.
The document discusses the EPA's ENERGY STAR program for benchmarking and tracking the energy performance of commercial buildings. It provides an overview of the Portfolio Manager tool and the growth of its use over time. It also describes the Automated Benchmarking System which allows utilities to integrate with Portfolio Manager to automatically upload building energy data to benchmark performances.
Construction activity and tenant improvement allowances are growing as the US economic recovery continues. As more new construction comes online, landlords are offering more attractive tenant improvement packages to attract tenants, customizing spaces up to $50 per square foot in major city centers. Construction costs remain high but are growing more slowly, driven by increases in materials like gypsum board and lumber. Overall construction starts in Q2 2015 reached their highest point since before the recession.
Construction costs continue to grow nationwide, and many landlords are looking to redevelop existing stock in major markets.
Tenant improvements (TIs) are also gaining momentum, and office landlords are competing for by offering more attractive TI packages. These offerings allow tenants to customize interiors without paying for a full redesign out of pocket, and are a key piece of lease negotiations. The average TI allowance nationwide is $30.00 per square foot, and just over $50.00 per square foot in CBDs.
Building Energy Benchmarking and Disclosure in US CitiesCliff Majersik
This document summarizes energy benchmarking and disclosure policies in U.S. cities. It finds that measuring and reporting building energy performance accelerates improvement rates. Studies show commercial buildings with energy efficiency certification receive rental premiums of 5-25% on average. Building sectors account for 38-75% of city carbon emissions. Rating and disclosure drives market demand and competition for efficient buildings. Current policies annually cover over 51,000 properties totaling 5.8 billion square feet. In New York City, the poorest performers use 4 to 8 times the energy of the best performers, and improving them could reduce citywide energy 18-31%. Leading cities are looking beyond disclosure to integrated policy frameworks focused on poor performers.
Alliance Associate Schneider Electric hosted Alliance President Kateri Callahan at its North America Leadership Forum, where Callahan discussed opportunities and obstacles in the energy efficiency movement in 2010 and beyond.
This document summarizes a presentation given by Tom-Pierre Frappé-Sénéclauze on developing a comprehensive energy retrofit strategy for buildings in British Columbia. The presentation outlines policy context and goals for reducing emissions from buildings, barriers to retrofits at scale, and key strategies to accelerate retrofits, including benchmarking and disclosure requirements, incentives and financing programs, and integrating supply chains to deliver deep retrofits. The final section highlights an integrated retrofit model from the Netherlands called Energiesprong that has achieved net zero energy retrofits at scale.
A presentation on several key drivers impacting the green building construction market. Highlights include regulations, legislation and incentives affecting designers, contractors and building owners. The presentation has been given publicly several times in 2009 and 2010.
Energy Efficiency: Meeting the Challenge & Fueling A Better Built EnvironmentAlliance To Save Energy
More than 40 leaders in industry, finance, research, and policy convened at La Costa Resort in Carlsbad, Calif., to discuss critical issues and opportunities for the HVAC&R industry, including climate change, energy efficiency, refrigerants and pending federal legislation.
Kateri Callahan joined Israeli mayors and senior representatives from local Tel Aviv authorities and agencies to discuss the challenges and potential for Israeli cities in deploying energy efficiency at scale. Showcasing success stories and case studies from the U.S. and around the world, Callahan demonstrated the economic, environmental, and security benefits of advancing programs, technologies, funding and infrastructure that promote efficient energy use.
The document discusses energy efficiency and the Alliance to Save Energy. It notes that the Alliance is a non-profit organization led by a Senator and utility CEO that includes members of Congress and leaders from various sectors. The Alliance works across all economic sectors on initiatives to advance energy efficiency through research, advocacy, education, technology deployment, and communications. The document summarizes that improving energy efficiency is important given tight global energy supplies, growing demand, and concerns over climate change and the unsustainability of business as usual approaches. Energy efficiency is described as cheaper, quicker, cleaner, and more secure than other energy resources.
The document discusses several topics related to energy and climate change:
1. McKinsey estimates $57 trillion of investment in clean energy is needed by 2030. The IEA says an additional $5 trillion above business-as-usual is required by 2020.
2. Electricity rates in the US have risen faster than inflation in recent decades. Oil prices have persistently stayed above $100 per barrel.
3. A 2009 study found the US healthcare system spends $120 billion annually addressing impacts of fossil fuel use, including over 30,000 premature deaths and over 5 million lost workdays.
4. Energy uses more water than agriculture or cities. It accounts for 50% of US water withdrawals
This document provides a summary of a report on global equities. It discusses several topics:
- Rising global temperatures and China's efforts to become more environmentally friendly through its "Beautiful China" initiative.
- China's increasing innovation and investments in renewable energy and infrastructure through its Belt and Road initiative.
- The impact of trade wars on corporate profits and global trade flows.
- Technological disruption across multiple industries and the growing importance of large technology companies.
- Shifting consumer behaviors among millennials and the rise of esports as an alternative to traditional televised sports.
- The portfolio manager's quality growth investment philosophy and the fund's strong risk-adjusted returns.
Energy & holistic service systems 20110804 v3ISSIP
PICMET 20 talk in Portland Oregon on August 4th 2011 - discussing energy and buildings and holistic service systems that delivery whole service to the people in them...
Similar to SPARK16 Presentation: Measuring for Results: Data and the Changing Energy Landscape (20)
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Human: You did a great
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Urjanet SPARK15 Presentation
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Presented by:
Mike Pridemore, Urjanet
Colby Thames, Choice! Energy Services
Klaar De Schepper, Bright Power
Veronica Thomas, Bright Power
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3. **Jio Cinema's Content Strategy**:
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6. **Community Building and Social Features**:
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- Role of data analytics in understanding user behavior and preferences.
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This talk isn't just a rundown of Airflow's features; it's about harnessing these capabilities to turn your data workflows into a strategic asset. Together, we'll explore how Airflow remains at the cutting edge of data orchestration, ensuring your organization is not just keeping pace but setting the pace in a data-driven future.
Session in https://budapestdata.hu/2024/04/kaxil-naik-astronomer-io/ | https://dataml24.sessionize.com/session/667627
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
3. Money saved
• U.S. spends $400B+/year
Infrastructure investment
• $279B+ retrofit potential
Local job creation
• 3.3million cumulative job
years
Market Potential
4. 0.0 20.0 40.0 60.0 80.0 100.0 120.0
BRAZIL
CANADA
GERMANY
JAPAN
INDIA
RUSSIA
U.S. BUILDINGS
UNITED STATES
CHINA
Buildings in the U.S. use more
energy than most countries use and
account for 40% of U.S. carbon
emissions
2011 Total Primary Energy Use (Quadrillion BTU)
Why Buildings Matter
5. In large cities with
significant public
transportation,
buildings typically
account for 70% or
more of CO2
emissions and
energy usage.
DISTRICT OF
COLUMBIA
Buildings
(74%)
Transportation
(22%)
Waste (2%)
Metro transit
(2%)
NEW YORK CITY
Buildings
(75%)
Transportation
(20%)
Solid waste,
wastewater
and fugitive (5%)
BOSTON
Buildings
(71%)
Transportation
(29%)
CHICAGO
Buildings
(70%)
Transportation
(21%)
Other (9%)
Why Buildings Matter
8. ENERGY STAR as Industry Standard
Through 2014:
More than
400,000
properties
benchmarking
energy use
More than
25,000
properties are
ENERGY STAR
certified
9. Average 2.4% annual
energy consumption
reduction over 3-year
period.
Utility expenditures
reduced by about 3%.
77% facility managers in
NYC surveyed made
operational changes in
response to benchmark
and transparency. 75%
installed new energy-
efficient equipment.
Energy + Cost Savings
14. High demand for energy-
efficient products and skilled
workers
Small businesses adding staff
and increasing client bases
KEY TAKEAWAY: Financing not
the key barrier. Primary issue is
demand.
Job Creation + Economic Growth
15. Job Creation + Economic Growth
“As a Silicon Valley venture capitalist … I tell our green startup companies to focus on San
Francisco or New York City. That’s where the action is going to be.”
- Elton Sherwin, venture capitalist, senior managing director, Ridgewood Capital
“The Greener Greater Buildings Plan has spurred the New York Market to interest and activity
around energy efficiency. Over the past year, we have begun working with over 75 million
square feet of real estate in New York and over 400 new clients.”
- Lindsay Napor McLean, COO, Ecological
“When an owner sees a benchmarking score that is lower than expected, they’re a little more
receptive to improvements to bring the score up, which in turn lowers their utility costs.”
- Kevin Dingle, president, Sustaining Structures
16. Market Competition +
Consumer Choice
Building performance
data collected
Data shared with
stakeholders and
market
Market compares
building performance
Market rewards
efficient properties
Owners improve
efficiency to remain
competitive
Efficiency of building
stock continuously
improves
19. Energy intensity is
greater in newer office
buildings than older
buildings.
ENERGY STAR
scores are higher
in older office
buildings than
newer buildings.
What the Data is Telling Us
20. The poorest performing buildings use 3 to 7
times the energy and roughly 8 to 13 times the
water of the highest performing buildings.
What the Data is Telling Us
21. Residential energy efficiency is
associated with lower mortgage default
and prepayment risk
32% lower default risk on ENERGY
STAR homes, controlling for other
factors, including price, location and
FICO score.
The more efficient the house, the lower
the default risk.
What the Data is Telling Us
23. 0%
5%
10%
15%
20%
25%
30%
RENTAL PRICE SALE PRICE OCCUPANCY RATE
AVERAGE
PREMIUM
Wiley et al 2010*
Fuerst & McAllister 2009/11
Jackson 2009
Pivo & Fischer 2010*
Eicholtz et al 2010*
Added Value of ENERGY STAR Labels
in Commercial Market
24. Jackson, 2009 Pivo & Fisher, 2010 Fuerst & McAllister,
2011
Eicholtz, 2010Wiley et al.,
2010
Rental Premiums for Green
Commercial Buildings in the U.S.
25. Growth of Companies Reporting Data
$2.8 Trillion
Total gross asset value of
companies and funds reporting
to GRESB Real Estate in 2016
$7.6 Trillion
Institutional capital represented
by 58 GRESB investor
members
26. Existing Barriers
Informational Lack of transparency around efficiency
Institutional Energy efficiency is undervalued
Transactional Split incentives
Organizational Information doesn’t flow within company or process
Inertia Business as usual continues without intervention