Employees Comfort measurement in offices is really important to increase the productivity of the teams.
Digital Twins enable Building Managers to interact with building 3D models, monitor environmental data, implement cost savings sustainable models and create what-if simulation scenarios.
During this talk a real world use case of Digital Twin implementation will be presented deep diving on the architectural choices and considerations that made the implementation fast and easy only through Open source solutions.
Presentatiestandaard nevap 28 juni 2019 property technologyDWA
This document discusses digital twins and smart buildings. It defines a digital twin as a virtual representation of a physical asset that can monitor performance, detect inefficiencies, diagnose issues, make adjustments, and alert staff. Empathic or smart buildings aim to deliver better sustainability, wellbeing, productivity and costs through features like HVAC control, lighting management, occupancy monitoring and leak detection. Truly smart buildings also utilize indoor location systems, room reservations, consumption monitoring and elderly care systems. The value of digital twins and smart contracts is explored through a case study on automatically resolving tenant complaints. Key aspects of digital twin implementation include modularity, scalability, interconnectivity, standardization, data quality and organizational accessibility.
The document describes several Internet of Things (IoT)-enabled smart building monitoring and control solutions that use sensors, analytics, and automation to reduce human intervention in building management tasks. Examples include OptiNergy from SmartGreen, Cobundu, Davra, IOT Factory, BuildingIQ, 75F, Control Envy, Blue Pillar, eSightenergy, and Domognostics from Phoebe Innovations - all of which provide cloud-based platforms and software to monitor conditions, optimize performance, and automate building systems using IoT technologies. The solutions analyze data, generate reports and alerts, and in some cases automatically adjust building operations based
Should I Adopt a Digital Twin? Memoori was joined by Sebastien Coulon, co-founder of SpinalCom to discuss the OT – IT Convergence challenge of moving from Automated Buildings to Digital Buildings and how Digital Twins support the Real Estate Value Chain.
In the era of digital transformation, the concept of Digital Twins has emerged as a revolutionary approach to managing and optimizing the lifecycle of physical assets, systems, and processes. This talk delves into the transformative potential of Digital Maintenance in the Digital Twin Era, highlighting the seamless integration of digital replicas with real-world operations to foster unprecedented levels of efficiency, predictability, and sustainability in maintenance practices. We will explore how Digital Twins serve as dynamic, real-time reflections of physical assets, allowing for meticulous monitoring, analysis, and simulation. Through vivid examples, we'll demonstrate the benefits of this paradigm, such as predictive maintenance, which leverages data analytics and machine learning to anticipate failures and optimize maintenance schedules, thereby reducing downtime and extending asset lifespan. Further, the talk will showcase the role of Digital Twins in facilitating remote maintenance operations. By providing a comprehensive, virtual view of assets, maintenance professionals can perform diagnostics and identify issues without being physically present, enhancing safety and reducing response times. We'll also explore the environmental benefits of Digital Maintenance within the Digital Twin framework. By optimizing maintenance schedules and operations, organizations can significantly reduce their carbon footprint and resource consumption, contributing to more sustainable industrial practices. Finally, the presentation will highlight case studies from various industries, including manufacturing, energy, and transportation, where the adoption of Digital Twins has led to substantial cost savings, improved operational efficiency, and enhanced decision-making processes. These examples will illustrate the tangible value and competitive advantage that Digital Maintenance in the Digital Twin Era offers to forward-thinking organizations.
Digital Twin Technology: Function, Significance, and Benefitsemilybrown8019
Digital twin technology creates a virtual model of a physical system. It uses data from sensors on physical assets along with historical and real-time data to simulate the physical system. This allows companies to test scenarios, monitor assets remotely, and predict maintenance needs. Some key benefits are faster production, improved customer service, reduced costs, and greater operational efficiencies.
Industry 4.0 meets the industrial internetRalf Neubert
This document discusses how Industrial Internet technologies can improve efficiency and performance. It explains that Industrial Internet of Things (IIoT) uses open standards and technologies to connect devices, platforms, and control systems. This enables data sharing across operational technology and information technology. The document also outlines three key areas where smart manufacturing enterprises can excel: asset performance, augmented operators, and smart control. It provides an example of using IIoT for automatic switchgear mounting in cabinet production. Finally, it encourages starting small with IIoT projects to gain benefits and addresses cybersecurity and changing business practices.
this is the basic slide for the introduction of Industry 4.0. how this works and what are the foundations required for the working of the indusry as it is taking globally a huge transformation.
Presentatiestandaard nevap 28 juni 2019 property technologyDWA
This document discusses digital twins and smart buildings. It defines a digital twin as a virtual representation of a physical asset that can monitor performance, detect inefficiencies, diagnose issues, make adjustments, and alert staff. Empathic or smart buildings aim to deliver better sustainability, wellbeing, productivity and costs through features like HVAC control, lighting management, occupancy monitoring and leak detection. Truly smart buildings also utilize indoor location systems, room reservations, consumption monitoring and elderly care systems. The value of digital twins and smart contracts is explored through a case study on automatically resolving tenant complaints. Key aspects of digital twin implementation include modularity, scalability, interconnectivity, standardization, data quality and organizational accessibility.
The document describes several Internet of Things (IoT)-enabled smart building monitoring and control solutions that use sensors, analytics, and automation to reduce human intervention in building management tasks. Examples include OptiNergy from SmartGreen, Cobundu, Davra, IOT Factory, BuildingIQ, 75F, Control Envy, Blue Pillar, eSightenergy, and Domognostics from Phoebe Innovations - all of which provide cloud-based platforms and software to monitor conditions, optimize performance, and automate building systems using IoT technologies. The solutions analyze data, generate reports and alerts, and in some cases automatically adjust building operations based
Should I Adopt a Digital Twin? Memoori was joined by Sebastien Coulon, co-founder of SpinalCom to discuss the OT – IT Convergence challenge of moving from Automated Buildings to Digital Buildings and how Digital Twins support the Real Estate Value Chain.
In the era of digital transformation, the concept of Digital Twins has emerged as a revolutionary approach to managing and optimizing the lifecycle of physical assets, systems, and processes. This talk delves into the transformative potential of Digital Maintenance in the Digital Twin Era, highlighting the seamless integration of digital replicas with real-world operations to foster unprecedented levels of efficiency, predictability, and sustainability in maintenance practices. We will explore how Digital Twins serve as dynamic, real-time reflections of physical assets, allowing for meticulous monitoring, analysis, and simulation. Through vivid examples, we'll demonstrate the benefits of this paradigm, such as predictive maintenance, which leverages data analytics and machine learning to anticipate failures and optimize maintenance schedules, thereby reducing downtime and extending asset lifespan. Further, the talk will showcase the role of Digital Twins in facilitating remote maintenance operations. By providing a comprehensive, virtual view of assets, maintenance professionals can perform diagnostics and identify issues without being physically present, enhancing safety and reducing response times. We'll also explore the environmental benefits of Digital Maintenance within the Digital Twin framework. By optimizing maintenance schedules and operations, organizations can significantly reduce their carbon footprint and resource consumption, contributing to more sustainable industrial practices. Finally, the presentation will highlight case studies from various industries, including manufacturing, energy, and transportation, where the adoption of Digital Twins has led to substantial cost savings, improved operational efficiency, and enhanced decision-making processes. These examples will illustrate the tangible value and competitive advantage that Digital Maintenance in the Digital Twin Era offers to forward-thinking organizations.
Digital Twin Technology: Function, Significance, and Benefitsemilybrown8019
Digital twin technology creates a virtual model of a physical system. It uses data from sensors on physical assets along with historical and real-time data to simulate the physical system. This allows companies to test scenarios, monitor assets remotely, and predict maintenance needs. Some key benefits are faster production, improved customer service, reduced costs, and greater operational efficiencies.
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This document discusses how Industrial Internet technologies can improve efficiency and performance. It explains that Industrial Internet of Things (IIoT) uses open standards and technologies to connect devices, platforms, and control systems. This enables data sharing across operational technology and information technology. The document also outlines three key areas where smart manufacturing enterprises can excel: asset performance, augmented operators, and smart control. It provides an example of using IIoT for automatic switchgear mounting in cabinet production. Finally, it encourages starting small with IIoT projects to gain benefits and addresses cybersecurity and changing business practices.
this is the basic slide for the introduction of Industry 4.0. how this works and what are the foundations required for the working of the indusry as it is taking globally a huge transformation.
Webinar - Transforming Manufacturing with IoTHARMAN Services
The Manufacturing industry is realizing the tremendous benefits in the “Internet of Things” (IoT), an inevitable evolution to traditional M2M solutions. Innovations across embedded devices, advanced analytics, and enriched user experiences all powered by cloud, has enabled new opportunities for both perpetual revenue and perpetual customer value. In this session we will break down benefits of IoT for Manufacturing with real-world examples.
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...Milan Milenkovic
ISCC 2013 Conference Keynote on Internet of Things scope and requirements, illustrations and specific use case energy efficiency in office buildings with personal eco-feedback application POEM (Personal Office Energy Monitor)
In 2012, The Economist claimed we were entering the third industrial revolution based on the digitization of manufacturing, also referred to as the “smart factory.” The development and adoption of the Internet of Things is a critical element of smart manufacturing as reduced sensor device cost, and increased connectivity and in-memory processing give manufacturers the ability to gather and use data to increase product quality and transform operations. IT organizations are increasingly involved with the management, security and governance of this data as equipment and products are connected to the internet. This session will provide a practical framework for evaluating ways to improve sensor enablement, transaction processes and analytics based on real-world customer examples.
Discover existing customer stories from various industries such as manufacturing, logistics and construction. No theoretical use cases, but in-depth insights that will help you on how to get started with IoT.
Mindsphere: an open cloud-based IoT operating system for IndustryIIoTWorld
The document discusses MindSphere, an open cloud-based IoT operating system from Siemens for connecting industrial assets and extracting insights. It provides:
- An open platform as a service (PaaS) for scalable global IoT connectivity and application development through powerful APIs and tools for analytics and visualization.
- Plug-and-play connectivity to hardware and a stairway to value creation through responsive, proactive/predictive, and business-enhancing capabilities.
- End-to-end solutions examples including machine performance monitoring, energy monitoring for smart buildings, and digital twins across products, production and asset performance.
Increase Operational Efficiency with District Heating and Cooling (DHC) Management System Powered by the CyberVille® IoE / Industrial Internet Application Platform
On the video below you can see Fortum's Suomenoja CHP power plant installation in action: https://www.youtube.com/watch?v=e6upXL-qcG4
Please see also Industrial Internet Consortium (IIC) case study on same topic: http://www.iiconsortium.org/case-studies/Cyberlightning_Fortum_Case_Study.pdf
This document provides an introduction to smart buildings and the role of IoT devices. It defines smart buildings as structures that use automated processes and data to evaluate their state and control operations. Key points include:
- Smart buildings optimize energy use and improve comfort through connected IoT sensors, actuators, and other devices.
- Building management systems integrate these IoT components to monitor and control building functions like HVAC, lighting, and security.
- Examples of smart building applications using IoT include automated light and energy management that respond to occupancy.
- The growth of IoT is enabling more advanced building automation through remote management, data access, and efficiency improvements.
Activeeon technology for Big Compute and cloud migrationActiveeon
Activeeon is a key technology provider and actor in the cloud migration. Activeeon offers software and middleware solutions for Big Compute, workload automation and HPC. The company also provides workflows solutions for Machine Learning & IA.
Next IIoT wave: embedded digital twin for manufacturing IRS srl
Next IIoT wave will be a population of digital twin. A digital twin is a real-time digital replica of a physical device. Developing an embedded digital twin allows superior device diagnostic and failure anticipation. Discover how to to implement an embedded digital twin using real-time monitoring, physical models, and machine learning
The document discusses the opportunities for public services in Wales presented by new digital technologies and the cloud. It proposes the creation of a National Digital Platform for Wales to improve collaboration across the public sector, deliver services digitally, and harness technologies like the cloud to improve value. The platform would establish common standards and governance to modernize systems while ensuring security, affordability, and interoperability across Wales, the UK, and Europe.
How Citrix Admins can get a Virtual AssistanteG Innovations
By offering a unified place for people to access any app, whether SaaS, web, mobile or virtual digital workspaces have become mission-critical for the new way of work. As digital workspaces evolve in scale, complexity and business importance Citrix Admins need unified visibility and actionable insights to diagnose and resolve performance issues across the entire IT environment—both physical and virtual; both on-premises and cloud.
This requires deep Citrix domain expertise along with end-to-end visibility across Citrix and non-Citrix tiers; which can quickly overwhelm most Citrix administrators. Citrix Admins need a virtual assistant to:
• Proactively monitor digital workspace user experience
• Automatically isolate and remediate performance issues
• Align capacity to changing business and user requirements
• Improve user experience with embedded analytics
Join John Worthington, Director Customer Success and Nanda Kumar, Director Solutions Engineering at eG Innovations, for an action-packed demonstration of how eG Enterprise is the digital assistant every Citrix Admin needs.
This document discusses implementing a smart buildings solution using IoT sensors, Azure cloud services, and open source technologies. The solution aims to increase building usage satisfaction and utilization while reducing energy and cleaning costs. It generates insights from sensor data to trigger actions like notifications. It considers using Mendix for a digital twin and visualizations, InfluxDB as a high performance time series database, and the Azure IoT platform or open source TICK stack for ingesting and analyzing IoT data. The document evaluates these options and shows a demo implementation of a smart building monitoring dashboard.
Let’s read more on What Are Digital Twins in Manufacturing & How Do Digital Twins Work?
1. Data Collection
2. Data Integration
3. Modeling and Simulation
4. Real-Time Monitoring
1. The document discusses the evolution of industrial revolutions and the emergence of Industry 4.0 and the Internet of Things (IoT).
2. Key components of IoT include sensors, connectivity, device management, platforms, applications, and mobile access.
3. IoT is transforming business by enabling new data-driven and customer-oriented business models through technologies like cloud computing and big data analytics.
Fin fest 2014 - Internet of Things and APIsRobert Greiner
An overview of the core concepts behind the ultra-hyped Internet of Things. We start the presentation with an overview and slight re-classification of what the Internet of Things is. Then, we jump into how to *serve* the internet of things - discussing a homebrew project using the RaspberryPi and Microsoft Azure.
This document provides definitions for various terms related to Industry 4.0, the Industrial Internet of Things (IIoT), and digital transformation in manufacturing. It includes definitions for over 50 terms in its second edition of "The MachineMetrics IIoT Manufacturing Dictionary." The dictionary is intended to help those new to digital manufacturing concepts and terminology better understand commonly used buzzwords and technologies in this field.
This document discusses how disruptive technologies will enable digitization of the manufacturing sector, known as Industry 4.0. It identifies technologies such as the internet of things, advanced robotics, 3D printing, and analytics that can transform companies. Companies must adapt their business models to capture new value from these technologies. The document estimates a total economic impact of $3.1 trillion globally by 2025 and provides examples of companies already implementing Industry 4.0 solutions. It also outlines opportunities for improved operational effectiveness, new business models, and an estimated 15% potential increase in overall operational efficiency.
Webinar - Transforming Manufacturing with IoTHARMAN Services
The Manufacturing industry is realizing the tremendous benefits in the “Internet of Things” (IoT), an inevitable evolution to traditional M2M solutions. Innovations across embedded devices, advanced analytics, and enriched user experiences all powered by cloud, has enabled new opportunities for both perpetual revenue and perpetual customer value. In this session we will break down benefits of IoT for Manufacturing with real-world examples.
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...Milan Milenkovic
ISCC 2013 Conference Keynote on Internet of Things scope and requirements, illustrations and specific use case energy efficiency in office buildings with personal eco-feedback application POEM (Personal Office Energy Monitor)
In 2012, The Economist claimed we were entering the third industrial revolution based on the digitization of manufacturing, also referred to as the “smart factory.” The development and adoption of the Internet of Things is a critical element of smart manufacturing as reduced sensor device cost, and increased connectivity and in-memory processing give manufacturers the ability to gather and use data to increase product quality and transform operations. IT organizations are increasingly involved with the management, security and governance of this data as equipment and products are connected to the internet. This session will provide a practical framework for evaluating ways to improve sensor enablement, transaction processes and analytics based on real-world customer examples.
Discover existing customer stories from various industries such as manufacturing, logistics and construction. No theoretical use cases, but in-depth insights that will help you on how to get started with IoT.
Mindsphere: an open cloud-based IoT operating system for IndustryIIoTWorld
The document discusses MindSphere, an open cloud-based IoT operating system from Siemens for connecting industrial assets and extracting insights. It provides:
- An open platform as a service (PaaS) for scalable global IoT connectivity and application development through powerful APIs and tools for analytics and visualization.
- Plug-and-play connectivity to hardware and a stairway to value creation through responsive, proactive/predictive, and business-enhancing capabilities.
- End-to-end solutions examples including machine performance monitoring, energy monitoring for smart buildings, and digital twins across products, production and asset performance.
Increase Operational Efficiency with District Heating and Cooling (DHC) Management System Powered by the CyberVille® IoE / Industrial Internet Application Platform
On the video below you can see Fortum's Suomenoja CHP power plant installation in action: https://www.youtube.com/watch?v=e6upXL-qcG4
Please see also Industrial Internet Consortium (IIC) case study on same topic: http://www.iiconsortium.org/case-studies/Cyberlightning_Fortum_Case_Study.pdf
This document provides an introduction to smart buildings and the role of IoT devices. It defines smart buildings as structures that use automated processes and data to evaluate their state and control operations. Key points include:
- Smart buildings optimize energy use and improve comfort through connected IoT sensors, actuators, and other devices.
- Building management systems integrate these IoT components to monitor and control building functions like HVAC, lighting, and security.
- Examples of smart building applications using IoT include automated light and energy management that respond to occupancy.
- The growth of IoT is enabling more advanced building automation through remote management, data access, and efficiency improvements.
Activeeon technology for Big Compute and cloud migrationActiveeon
Activeeon is a key technology provider and actor in the cloud migration. Activeeon offers software and middleware solutions for Big Compute, workload automation and HPC. The company also provides workflows solutions for Machine Learning & IA.
Next IIoT wave: embedded digital twin for manufacturing IRS srl
Next IIoT wave will be a population of digital twin. A digital twin is a real-time digital replica of a physical device. Developing an embedded digital twin allows superior device diagnostic and failure anticipation. Discover how to to implement an embedded digital twin using real-time monitoring, physical models, and machine learning
The document discusses the opportunities for public services in Wales presented by new digital technologies and the cloud. It proposes the creation of a National Digital Platform for Wales to improve collaboration across the public sector, deliver services digitally, and harness technologies like the cloud to improve value. The platform would establish common standards and governance to modernize systems while ensuring security, affordability, and interoperability across Wales, the UK, and Europe.
How Citrix Admins can get a Virtual AssistanteG Innovations
By offering a unified place for people to access any app, whether SaaS, web, mobile or virtual digital workspaces have become mission-critical for the new way of work. As digital workspaces evolve in scale, complexity and business importance Citrix Admins need unified visibility and actionable insights to diagnose and resolve performance issues across the entire IT environment—both physical and virtual; both on-premises and cloud.
This requires deep Citrix domain expertise along with end-to-end visibility across Citrix and non-Citrix tiers; which can quickly overwhelm most Citrix administrators. Citrix Admins need a virtual assistant to:
• Proactively monitor digital workspace user experience
• Automatically isolate and remediate performance issues
• Align capacity to changing business and user requirements
• Improve user experience with embedded analytics
Join John Worthington, Director Customer Success and Nanda Kumar, Director Solutions Engineering at eG Innovations, for an action-packed demonstration of how eG Enterprise is the digital assistant every Citrix Admin needs.
This document discusses implementing a smart buildings solution using IoT sensors, Azure cloud services, and open source technologies. The solution aims to increase building usage satisfaction and utilization while reducing energy and cleaning costs. It generates insights from sensor data to trigger actions like notifications. It considers using Mendix for a digital twin and visualizations, InfluxDB as a high performance time series database, and the Azure IoT platform or open source TICK stack for ingesting and analyzing IoT data. The document evaluates these options and shows a demo implementation of a smart building monitoring dashboard.
Let’s read more on What Are Digital Twins in Manufacturing & How Do Digital Twins Work?
1. Data Collection
2. Data Integration
3. Modeling and Simulation
4. Real-Time Monitoring
1. The document discusses the evolution of industrial revolutions and the emergence of Industry 4.0 and the Internet of Things (IoT).
2. Key components of IoT include sensors, connectivity, device management, platforms, applications, and mobile access.
3. IoT is transforming business by enabling new data-driven and customer-oriented business models through technologies like cloud computing and big data analytics.
Fin fest 2014 - Internet of Things and APIsRobert Greiner
An overview of the core concepts behind the ultra-hyped Internet of Things. We start the presentation with an overview and slight re-classification of what the Internet of Things is. Then, we jump into how to *serve* the internet of things - discussing a homebrew project using the RaspberryPi and Microsoft Azure.
This document provides definitions for various terms related to Industry 4.0, the Industrial Internet of Things (IIoT), and digital transformation in manufacturing. It includes definitions for over 50 terms in its second edition of "The MachineMetrics IIoT Manufacturing Dictionary." The dictionary is intended to help those new to digital manufacturing concepts and terminology better understand commonly used buzzwords and technologies in this field.
This document discusses how disruptive technologies will enable digitization of the manufacturing sector, known as Industry 4.0. It identifies technologies such as the internet of things, advanced robotics, 3D printing, and analytics that can transform companies. Companies must adapt their business models to capture new value from these technologies. The document estimates a total economic impact of $3.1 trillion globally by 2025 and provides examples of companies already implementing Industry 4.0 solutions. It also outlines opportunities for improved operational effectiveness, new business models, and an estimated 15% potential increase in overall operational efficiency.
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The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
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Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
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2. Engineering Presentation Template 2
1. What a Digital Twin is
2. Digital Twin and Smart Buildings
3. Real world use case in Italy
4. The architecture
5. The implementation
Agenda
3. Senior Researcher at Engineering Ingegneria Informatica Spa.
I hold a Master’s Degree in Software Engineering from the University of Palermo.
In 2017 I started working as a Technical Manager of the Digital Enabler Ecosystem Platform of
Engineering Ingegneria Informatica.
I’ve experience both in market-oriented and R&D projects in multiple domains like Smart
Mobility, Environmental monitoring, Smart Building, e-Health, Smart Agriculture, Smart Lighting.
Antonino Sirchia
Senior Researcher
Engineering
3
4. 4
At a Glance: a Global Company
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5. Engineering Presentation Template 5
1. What a Digital Twin is
2. Digital Twin and Smart Buildings
3. Real world use case in Italy
4. The architecture
5. The implementation
Agenda
6. 6
What a Digital Twin is
“A digital twin is a real-time
virtual representation of a
real-world physical system or
process that serves as the
indistinguishable digital
counterpart of it for practical
purposes, such as system
simulation, integration,
testing, monitoring, and
maintenance.”
Source: Wikipedia
Digital
Twin
7. 7
Simulation
Analyze effects of an action without
actually put it in place in the real
world
Fasten weaknesses and strengths
detection
Monitoring and testing
Keep the «physical twin» under control
Be always aware about the current
values for defined key indicators
Validate decisions that led to some
actions on the real-world
Collect evidences for new decisions
and actions
Integration
Digitally integrate systems that are
physically segregated (siloes)
Create new knowledge coming from
the “mashup” of scattered data sources
(e.g. devices, open data, legacy
systems)
Apply AI/ML models to predict events
or find correlations between apparently
unrelated data
Maintenance and Reactivity
Plan maintenance promptly
Apply predictive maintenance
React automatically on some events
Reduce the inefficiencies
8. Engineering Presentation Template 8
1. What a Digital Twin is
2. Digital Twin and Smart Buildings
3. Real world use case in Italy
4. The architecture
5. The implementation
Agenda
9. Digital Twins and Smart Buildings 9
Digital Twins and Smart Buildings
ENGINEERING / THE DIGITAL TRANSFORMATION COMPANY
Detect failures
In case some systems, like the air-conditioning or the heating ones, fail the Building Manager
would be able to promptly trigger the maintenance procedures.
Increase energy efficiency
Through the automatic regulation of physical assets (e.g. actuations on windows, curtains,
lights, air-conditioning, heating, etc.…) the building’s energy consumption can be drastically reduced;
causing benefits for the wallets and for the environment.
Increase the employees comfort
Employees comfort monitoring in offices is really important to increase the productivity of the teams.
Through a correct parameterization of the Digital Twin, the comfort level in a building can be kept
always at optimum levels increasing, de-facto, the people productivity.
10. Engineering Presentation Template 10
• The correlation between Comfort and Productivity is well
known since 2008
• Productivity increases and decreases in accordance with
comfort
• Digital Twins are just a new tool in the box to monitor and
react appropriately to ensure an optimum comfort to
employees
Haynes, Barry. (2008). The impact of office comfort on productivity.
Journal of Facilities Management. 6. 37-51. 10.1108/14725960810847459.
Comfort and Productivity
ENGINEERING / THE DIGITAL TRANSFORMATION COMPANY
10
Digital Twins and Smart Buildings
11. Engineering Presentation Template 11
1. What a Digital Twin is
2. Digital Twin and Smart Buildings
3. Real world use case in Italy
4. The architecture
5. The implementation
Agenda
12. Real world use case in Italy 12
Focchi premise Digital Twin
ENGINEERING / THE DIGITAL TRANSFORMATION COMPANY
Data from sensors
• Surface temperature
• Environmental temperature
• CO2 concentration
• Humidity
• Luminosity
• Sunlight radiance
• External weather station
Building topology
• Rooms map
• Sensor location
• IFC 3D Model
Calculated data:
• Comfort per room
• Productivity variance per room
Picture source: https://focchi.it
13. 13
Simulation
Analyze effects of an action without
actually put it in place in the real
world
Fasten weaknesses and strengths
detection
Monitoring and testing
Keep the «physical twin» under control
Be always aware about the current
values for defined key indicators
Validate decisions that led to some
actions on the real-world
Collect evidences for new decisions
and actions
Integration
Digitally integrate systems that are
physically segregated (siloes)
Create new knowledge coming from
the “mashup” of scattered data sources
(e.g. devices, open data, legacy
systems)
Apply AI/ML models to predict events
or find correlations between apparently
unrelated data
Maintenance and Reaction
Plan maintenance promptly
Apply predictive maintenance
React automatically on some events
Reduce the inefficiencies
Focchi premise Digital Twin
14.
15.
16. Engineering Presentation Template 16
1. What a Digital Twin is
2. Digital Twin and Smart Buildings
3. Real world use case in Italy
4. The architecture
5. The implementation
Agenda
17. Keypoints:
• Protocol transformation on the Edge
• Dynamic Device Management
• Data Harmonization
• Context Management
• Rule-based automatic reaction
• Artificial Intelligence models training
and usage
• 3D visualization on web
17
A Digital Twin architecture
Control plane
Data plane
Command plane
18. Benefits:
• No need to support too many protocols on the
cloud
• Anticipate mission critical operations «near» to
the source
• Compliance with privacy policies
Pitfalls:
• Need for connection agreements with the
customer
• Resource limitations
18
Protocol transformation on the Edge
Control plane
Data plane
Command plane
19. Benefits:
• Possibility to register new devices on the fly
• Possibility to have a unique control room for
multiple device «hubs» like AWS IoT, Azure IoT,
edge installations and others
• Possibility to update device firmwares remotely
• Possibility to install processing bundles remotely
19
Dynamic Device Management
Control plane
Data plane
Command plane
20. Benefits:
• Easiness of analysis
• Easiness of rule application
• Increased interoperability with third party systems
Pitfalls:
• One step more to manage in the data lifecycle
20
Data Harmonization
Control plane
Data plane
Command plane
21. Adopted standard: Smart Data Models
Ref.: https://smartdatamodels.org/
Data models used:
• Building (LINK)
• WeatherObserved (LINK)
• AirQualityObserved (LINK)
• KeyPerformanceIndicator (LINK)
The program provides many more data models that can be used to create even more complex twins.
e.g. people, building groups, neighborhoods, cities, …
21
Data Harmonization
22. 22
Data Harmonization – example
INPUT DATA (UL 2.0):
v0|2577|v1|2603|…
HARMONIZED DATA (JSON):
{
‘temperature’: 22.7,
‘rain’: 0,
‘windSpeed’: 17,
…
}
23. Benefits:
• You always have a «picture» of the current status
of your twin
• Data Brokerage point across the system
23
Context Management
Control plane
Data plane
Command plane
24. Benefits:
• Automatization of simple and repetitive data
analysis in RT
• Enabler for smart interactions with the field
24
Rule-based automatic reaction
Control plane
Data plane
Command plane
25. Benefits:
• Forecasting on data
• Correlation analysis
• Improvement of employees comfort and
productivity
25
Artificial Intelligence models
training and usage
Control plane
Data plane
Command plane
26. Benefits:
• Immersive experience for the end user
• Easiness of representation of data
26
3D visualization on web
Control plane
Data plane
Command plane
27. Engineering Presentation Template 27
1. What a Digital Twin is
2. Digital Twin and Smart Buildings
3. Real world use case in Italy
4. The architecture
5. The implementation
Agenda
28. The implementation 28
Digital Enabler ™ allows you to
collect, harmonize, integrate,
analyse and render multi-
dimensional and multi-source data.
The Engineering’s Digital Ecosystem Platform
29. • Native IoT Management (HTTP, MQTT, LoRa devices)
• Federation of multi-cloud device management hubs (e.g. AWS IoT, Azure IoT, …)
• (Near-)Edge management according to the Liquid Computing pattern
• Definition of workflows and batch processes
• Data harmonization into standard data models through no-code tools
• IoT actuation rules definition and complex events processing
• AI/ML models training, testing and usage
• Serverless functions implementation and database provisioning
• Identity and Access management
• Dashboards and visualizations (2D and 3D) creation
Everything powered by Open Source tools!
The implementation 29
Digital Enabler services
30. Keypoints:
• Usage of Digital Enabler IoT Device Manager
• Orchestration of IoT devices managed by other
platforms (such as AWS, Azure, etc).
• Usage of a FIWARE Hub
• MQTT protocol
• IoT Agent UL2.0
• Orion Context Broker
30
Device Management
31. Keypoints:
• Native Support for most of the Smart Data
models
• Many native operators for atomic operations
• Multiple triggers (HTTP, MQTT, Kafka, Schedule)
• Multiple sinks (HTTP, MQTT, Kafka)
31
No-code Data Harmonization
33. Keypoints:
• Powered by KNative
• Multi language (JS, Java, Python, etc…)
• Horizontal autoscaling
• CLI available for local development
• Functions can be exposed via HTTP
33
Serverless function implementation
34. Keypoints:
• Based on IFC standard
• Powered by xeokit bim viewer
opensource library
34
3D visualization
35. Engineering Ingegneria Informatica:
https://eng.it
Digital Enabler platform:
https://www.eng.it/our-platforms-solutions/digital-enabler
For more information come and talk with us at the desk!
References
#LifeAtEngineering
#ThinkDigital
#hiring #WorkWithUs