SlideShare une entreprise Scribd logo
1  sur  25
Télécharger pour lire hors ligne
November 14, 2019
Webinar: Unlocking Smart Building Potential with
the RealEstateCore Ontology
Presenter: Erik Wallin
• Chairman RealEstateCore Consortium
• CEO Idun Real Estate Solutions AB
Founders RealEstateCore
• Open Source
• No fees
• Consortium
Make the world’s buildings
ready and able inhabitants of the smart city
Better dwellings
Contribute to wellbeing
and higher productivity
Better business
Superior operational efficiency
and higher value
Better neighbours
Help the surrounding society and
net positive for the environment
5
What is RealEstateCore?
• It’s the common language that will enable control over
building and development of new services
• It uses and maps present standards in a pragmatic manner
– a minimum viable design
• Smart city enabler: Enables the property owner to make
their buildings inhabitants of the smart city
”English” for buildings & enable scale
of operations
BIM Building
Automation
System
IoT
For and by property owners
10
Create and Connect Knowledge Graphs
Building Knowledge Graph
RealEstateCore Design
RealEstateCore Concepts
Knowledge Graph and Telemetry
• All sensor data on the same coherent format, both real-time and
historical data.
• All sensor data is correctly connected to the full building device and
lease graph - the complete context is available for analysis and
applications.
• REC also enables a directory linking to objects in external systems,
using rich namespaced AliasId and mapping of other standards.
RealEstateCore Development Process
• Academia and industry in collaboration
• MVP perspective: build, deploy, iterate – get it in the hands of devs
• Always emphasize usability, applicability, over generalisability
• Minimize external dependencies; clone structure/definitions if needed
• Map to existing standards when possible/valuable
• Modularity
20
REC Future development
• API auto-generation and data validation
• Generated / synthetic data points (e.g., predictions, aggregates, etc)
w/ provenance
• Alignment to other ontologies (SSN/SOSA, MS DTDL, BOT, Brick
Schema)
• More modules (driven by business case by members/users):
• Certification module (e.g. ARC/LEED, BREEAM)
• Waste management
• Access control
• Workplace
Documentation and tools
www.realestatecore.io
github.com/RealEstateCore/tools
github.com/RealEstateCore/rec
REC Edge connector library
• In place or in the making: Schneider EcoStruxure, Modbus, OPC-UA,
LoRa, ÅF Flowity, Larmia, Raybased, Zynka, Connectitude, Johnson
Control, Nordomatic, etc.
• Idun ProptechOS include a library of edge connectors and modules for
quickly developing new ones. The library is planned to be published
with an open source license (prel. plan for Q1-2020).
www.realestatecore.io/getting-started
Summary: RealEstateCore
Ontology
API specifications
+ Edge message format
Ecosystem
27
RealEstateCore Ecosystem
Ecosystem Apps
Third party applications for
analysis, optimization, tenant
experience or other domains.
Property Owner Inhouse Apps
New apps or existing apps
enriched and streamlined with
RealEstateCore data.
Tenant Inhouse Apps
Apps based on the data for
their specific premises.
(If access is granted
by the Property Owner)
REC Connectors
Current set cover many of the
common BASs and other data
sources
Ecosystem Connectors
Direct development by edge
system provider.
• Operating System for managing the property owner’s data
• Operating System for efficient digital initiatives - build
applications and use applications built by 3rd parties
• Operating System turning a property portfolio into an
two-way application platform
RealEstateCore Edge Message Interface
API (REST + Stream)
Knowledge
Graph
Telemetry
Access,
Actuation
and State
AnalyticsApps
Apps
Apps
Building
Automation
Systems
IoT devices
Other data
sources
ProptechOS as a REC-Platform
Idun AppsEcosystem AppsProperty Owner Inhouse AppsTenant Inhouse Apps
Idun ConnectorsEcosystem Connectors
ProptechOS Apps
Use the RealEstateCore knowledge graph and telemetry for automated
compliance.
The first case is USGBC’s LEED. The application has been developed in a
partnership with USGBC’s Arc and Vasakronan, where the app will be
used for automated certification of 30 buildings during 2019 Q4.
Analytics environment
35
Vasakronan building:
• 30.000 m2 office, 1.500 persons.
Purpose:
• Lower energy consumption
• LEED-certification
• Enhance indoor climate
• Provide tenant with climate data
Solution:
• ProptechOS is used with Schneider
EcoStruxure, Metry, ARC/LEED, and LoRa.
Myrspoven uses the data to optimize
climate and energy use.
• Schneider made an open source
REC-Connector
Telefonplan: Climate and energy optimization, Compliance
Webinar 22 November CET09.00: https://idunrealestate.com/webinar-telefonplan/
Thank you!
Erik Wallin
RealEstateCore Consortium – www.realestatecore.io/
Idun Real Estate Solutions AB – www.idun.tech/
erik.wallin@idun.tech

Contenu connexe

Tendances

Data Architecture Strategies
Data Architecture StrategiesData Architecture Strategies
Data Architecture StrategiesDATAVERSITY
 
Neo4j Graph Data Science - Webinar
Neo4j Graph Data Science - WebinarNeo4j Graph Data Science - Webinar
Neo4j Graph Data Science - WebinarNeo4j
 
Oracle Data Integration - Overview
Oracle Data Integration - OverviewOracle Data Integration - Overview
Oracle Data Integration - OverviewJeffrey T. Pollock
 
[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...
[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...
[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...DataScienceConferenc1
 
Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...
Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...
Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...Cathrine Wilhelmsen
 
Modern Data Architecture
Modern Data Architecture Modern Data Architecture
Modern Data Architecture Mark Hewitt
 
Workshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data ScienceWorkshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data ScienceNeo4j
 
Modern Data architecture Design
Modern Data architecture DesignModern Data architecture Design
Modern Data architecture DesignKujambu Murugesan
 
Modern Data Warehouse with Azure Synapse.pdf
Modern Data Warehouse with Azure Synapse.pdfModern Data Warehouse with Azure Synapse.pdf
Modern Data Warehouse with Azure Synapse.pdfKeyla Dolores Méndez
 
Data Mesh @ Yelp - 2019
Data Mesh @ Yelp - 2019Data Mesh @ Yelp - 2019
Data Mesh @ Yelp - 2019Steven Moy
 
Dama - Protecting Sensitive Data on a Database
Dama - Protecting Sensitive Data on a DatabaseDama - Protecting Sensitive Data on a Database
Dama - Protecting Sensitive Data on a Databasejohanswart1234
 
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...Neo4j
 
Model-driven architecture (MDA)
Model-driven architecture (MDA) Model-driven architecture (MDA)
Model-driven architecture (MDA) Alia Hamwi
 
Architect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh ArchitectureArchitect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh ArchitectureDatabricks
 
Knowledge Graphs Overview
Knowledge Graphs OverviewKnowledge Graphs Overview
Knowledge Graphs OverviewNeo4j
 
Architecting Agile Data Applications for Scale
Architecting Agile Data Applications for ScaleArchitecting Agile Data Applications for Scale
Architecting Agile Data Applications for ScaleDatabricks
 
Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2Mike Frampton
 

Tendances (20)

Data Architecture Strategies
Data Architecture StrategiesData Architecture Strategies
Data Architecture Strategies
 
Data Mesh
Data MeshData Mesh
Data Mesh
 
Neo4j Graph Data Science - Webinar
Neo4j Graph Data Science - WebinarNeo4j Graph Data Science - Webinar
Neo4j Graph Data Science - Webinar
 
Data modelling 101
Data modelling 101Data modelling 101
Data modelling 101
 
Oracle Data Integration - Overview
Oracle Data Integration - OverviewOracle Data Integration - Overview
Oracle Data Integration - Overview
 
[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...
[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...
[DSC Europe 22] Lakehouse architecture with Delta Lake and Databricks - Draga...
 
MDM and Reference Data
MDM and Reference DataMDM and Reference Data
MDM and Reference Data
 
Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...
Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...
Choosing Between Microsoft Fabric, Azure Synapse Analytics and Azure Data Fac...
 
Modern Data Architecture
Modern Data Architecture Modern Data Architecture
Modern Data Architecture
 
Workshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data ScienceWorkshop Tel Aviv - Graph Data Science
Workshop Tel Aviv - Graph Data Science
 
Modern Data architecture Design
Modern Data architecture DesignModern Data architecture Design
Modern Data architecture Design
 
Modern Data Warehouse with Azure Synapse.pdf
Modern Data Warehouse with Azure Synapse.pdfModern Data Warehouse with Azure Synapse.pdf
Modern Data Warehouse with Azure Synapse.pdf
 
Data Mesh @ Yelp - 2019
Data Mesh @ Yelp - 2019Data Mesh @ Yelp - 2019
Data Mesh @ Yelp - 2019
 
Dama - Protecting Sensitive Data on a Database
Dama - Protecting Sensitive Data on a DatabaseDama - Protecting Sensitive Data on a Database
Dama - Protecting Sensitive Data on a Database
 
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
EY + Neo4j: Why graph technology makes sense for fraud detection and customer...
 
Model-driven architecture (MDA)
Model-driven architecture (MDA) Model-driven architecture (MDA)
Model-driven architecture (MDA)
 
Architect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh ArchitectureArchitect’s Open-Source Guide for a Data Mesh Architecture
Architect’s Open-Source Guide for a Data Mesh Architecture
 
Knowledge Graphs Overview
Knowledge Graphs OverviewKnowledge Graphs Overview
Knowledge Graphs Overview
 
Architecting Agile Data Applications for Scale
Architecting Agile Data Applications for ScaleArchitecting Agile Data Applications for Scale
Architecting Agile Data Applications for Scale
 
Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2Data warehouse inmon versus kimball 2
Data warehouse inmon versus kimball 2
 

Similaire à Unlocking Smart Building Potential with the RealEstateCore Ontology

Evolutionary evnt-driven-architecture-for-accelerated-digital-transformation
Evolutionary evnt-driven-architecture-for-accelerated-digital-transformationEvolutionary evnt-driven-architecture-for-accelerated-digital-transformation
Evolutionary evnt-driven-architecture-for-accelerated-digital-transformationSlobodan Sipcic
 
OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)Ken Jones 肯·瓊斯
 
AB114-5 BIM-based Collaboration-PPT.pdf
AB114-5 BIM-based Collaboration-PPT.pdfAB114-5 BIM-based Collaboration-PPT.pdf
AB114-5 BIM-based Collaboration-PPT.pdfRavenousSolos
 
DEVNET-1116 IDEALondon - Energy management
DEVNET-1116	IDEALondon - Energy managementDEVNET-1116	IDEALondon - Energy management
DEVNET-1116 IDEALondon - Energy managementCisco DevNet
 
key research challenges in cloud computing
key research challenges in cloud computingkey research challenges in cloud computing
key research challenges in cloud computingIgnacio M. Llorente
 
Platform Adaptation and Challenges in Smart Cities
Platform Adaptation and Challenges in Smart CitiesPlatform Adaptation and Challenges in Smart Cities
Platform Adaptation and Challenges in Smart CitiesHiroshi Takahashi
 
NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...
NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...
NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...NUS-ISS
 
Unlock your core business assets for the hybrid cloud with addi webinar dec...
Unlock your core business assets for the hybrid cloud with addi   webinar dec...Unlock your core business assets for the hybrid cloud with addi   webinar dec...
Unlock your core business assets for the hybrid cloud with addi webinar dec...Sherri Hanna
 
Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018
Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018
Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018UX Antwerp Meetup
 
Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...
Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...
Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...Christopher Kelley
 
Delia_J_Micu_resume_arch_Jan_2015
Delia_J_Micu_resume_arch_Jan_2015Delia_J_Micu_resume_arch_Jan_2015
Delia_J_Micu_resume_arch_Jan_2015Delia J. Micu
 
Enabling digital transformation api ecosystems and data virtualization
Enabling digital transformation   api ecosystems and data virtualizationEnabling digital transformation   api ecosystems and data virtualization
Enabling digital transformation api ecosystems and data virtualizationDenodo
 
Cloud computing for Smart City
Cloud computing for Smart CityCloud computing for Smart City
Cloud computing for Smart CityFanky Christian
 
Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0Cloud Standards Customer Council
 
Khushali Patel-resume-
Khushali Patel-resume-Khushali Patel-resume-
Khushali Patel-resume-Khushali11
 
Container Technologies and Transformational value
Container Technologies and Transformational valueContainer Technologies and Transformational value
Container Technologies and Transformational valueMihai Criveti
 
Career Domain 2022-23.pptx
Career Domain 2022-23.pptxCareer Domain 2022-23.pptx
Career Domain 2022-23.pptxJanani S
 
Enabling Fast IT using Containers, Microservices and DevOps Model
Enabling Fast IT using Containers, Microservices and DevOps ModelEnabling Fast IT using Containers, Microservices and DevOps Model
Enabling Fast IT using Containers, Microservices and DevOps ModelCisco DevNet
 

Similaire à Unlocking Smart Building Potential with the RealEstateCore Ontology (20)

Evolutionary evnt-driven-architecture-for-accelerated-digital-transformation
Evolutionary evnt-driven-architecture-for-accelerated-digital-transformationEvolutionary evnt-driven-architecture-for-accelerated-digital-transformation
Evolutionary evnt-driven-architecture-for-accelerated-digital-transformation
 
OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)OBS_Built Environment & City Program Overview (Final)
OBS_Built Environment & City Program Overview (Final)
 
AB114-5 BIM-based Collaboration-PPT.pdf
AB114-5 BIM-based Collaboration-PPT.pdfAB114-5 BIM-based Collaboration-PPT.pdf
AB114-5 BIM-based Collaboration-PPT.pdf
 
DEVNET-1116 IDEALondon - Energy management
DEVNET-1116	IDEALondon - Energy managementDEVNET-1116	IDEALondon - Energy management
DEVNET-1116 IDEALondon - Energy management
 
key research challenges in cloud computing
key research challenges in cloud computingkey research challenges in cloud computing
key research challenges in cloud computing
 
Platform Adaptation and Challenges in Smart Cities
Platform Adaptation and Challenges in Smart CitiesPlatform Adaptation and Challenges in Smart Cities
Platform Adaptation and Challenges in Smart Cities
 
NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...
NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...
NUS-ISS Learning Day 2018- Designing software to make the most of cloud platf...
 
Introduction to FIWARE Open Ecosystem
Introduction to FIWARE Open EcosystemIntroduction to FIWARE Open Ecosystem
Introduction to FIWARE Open Ecosystem
 
Unlock your core business assets for the hybrid cloud with addi webinar dec...
Unlock your core business assets for the hybrid cloud with addi   webinar dec...Unlock your core business assets for the hybrid cloud with addi   webinar dec...
Unlock your core business assets for the hybrid cloud with addi webinar dec...
 
Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018
Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018
Kristiaan De Roeck at UX Antwerp Meetup - 30 January 2018
 
Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...
Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...
Intelligent Management of Assets in Large Scale Infrastructures with Cisco Co...
 
Delia_J_Micu_resume_arch_Jan_2015
Delia_J_Micu_resume_arch_Jan_2015Delia_J_Micu_resume_arch_Jan_2015
Delia_J_Micu_resume_arch_Jan_2015
 
Enabling digital transformation api ecosystems and data virtualization
Enabling digital transformation   api ecosystems and data virtualizationEnabling digital transformation   api ecosystems and data virtualization
Enabling digital transformation api ecosystems and data virtualization
 
Cloud computing for Smart City
Cloud computing for Smart CityCloud computing for Smart City
Cloud computing for Smart City
 
Cloud computing for Smart City
Cloud computing for Smart CityCloud computing for Smart City
Cloud computing for Smart City
 
Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0
 
Khushali Patel-resume-
Khushali Patel-resume-Khushali Patel-resume-
Khushali Patel-resume-
 
Container Technologies and Transformational value
Container Technologies and Transformational valueContainer Technologies and Transformational value
Container Technologies and Transformational value
 
Career Domain 2022-23.pptx
Career Domain 2022-23.pptxCareer Domain 2022-23.pptx
Career Domain 2022-23.pptx
 
Enabling Fast IT using Containers, Microservices and DevOps Model
Enabling Fast IT using Containers, Microservices and DevOps ModelEnabling Fast IT using Containers, Microservices and DevOps Model
Enabling Fast IT using Containers, Microservices and DevOps Model
 

Plus de Memoori

AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Memoori
 
The Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdfThe Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdfMemoori
 
A BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building RetrofitsA BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building RetrofitsMemoori
 
AI + Memoori = AIM
AI + Memoori = AIMAI + Memoori = AIM
AI + Memoori = AIMMemoori
 
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!Memoori
 
How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?Memoori
 
The Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a FadThe Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a FadMemoori
 
Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!Memoori
 
AI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and TrendsAI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and TrendsMemoori
 
What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!Memoori
 
3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience Journey3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience JourneyMemoori
 
The Developers Smart Building Project Canvas
The Developers Smart Building Project CanvasThe Developers Smart Building Project Canvas
The Developers Smart Building Project CanvasMemoori
 
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy BuildingsSmart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy BuildingsMemoori
 
Using Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging BuildingsUsing Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging BuildingsMemoori
 
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationThe Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationMemoori
 
Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?Memoori
 
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!Memoori
 
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!Memoori
 
Overcoming Tech Obsolescence in Smart Buildings
Overcoming Tech Obsolescence in Smart BuildingsOvercoming Tech Obsolescence in Smart Buildings
Overcoming Tech Obsolescence in Smart BuildingsMemoori
 

Plus de Memoori (20)

AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!
 
The Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdfThe Market for AI in Commercial Buildings 2024.pdf
The Market for AI in Commercial Buildings 2024.pdf
 
A BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building RetrofitsA BluePrint for the Future of Smart Building Retrofits
A BluePrint for the Future of Smart Building Retrofits
 
AI + Memoori = AIM
AI + Memoori = AIMAI + Memoori = AIM
AI + Memoori = AIM
 
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
How Tenants & Landlords Can Work Together to Reduce Energy Consumption!
 
How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?How Can Smart Building Technology Become Mainstream?
How Can Smart Building Technology Become Mainstream?
 
The Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a FadThe Carbon Lifestyle - Not a Fad
The Carbon Lifestyle - Not a Fad
 
Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!Hybrid Work: Driving the Workplace Tech Market!
Hybrid Work: Driving the Workplace Tech Market!
 
AI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and TrendsAI IoT Edge Applications Insights and Trends
AI IoT Edge Applications Insights and Trends
 
What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!What Building Owners Need to Know About Cyber Security Insurance!
What Building Owners Need to Know About Cyber Security Insurance!
 
3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience Journey3 Step Guide to Your Holistic Building Experience Journey
3 Step Guide to Your Holistic Building Experience Journey
 
The Developers Smart Building Project Canvas
The Developers Smart Building Project CanvasThe Developers Smart Building Project Canvas
The Developers Smart Building Project Canvas
 
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy BuildingsSmart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
Smart, Connected Restrooms. A Cornerstone of Today's Smart Healthy Buildings
 
Using Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging BuildingsUsing Software Robots to Unlock Energy Efficiency in Aging Buildings
Using Software Robots to Unlock Energy Efficiency in Aging Buildings
 
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings IntegrationThe Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
The Case for an Open IoT ‘Data Fabric’ for Smart Buildings Integration
 
Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?Why Should I Adopt a Digital Twin?
Why Should I Adopt a Digital Twin?
 
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
Tagging with AI to Enable Data-Driven Smart Building Applications at Scale!
 
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
Project Haystack - 10 Years of Bringing Data Semantics to the Built Environment!
 
Overcoming Tech Obsolescence in Smart Buildings
Overcoming Tech Obsolescence in Smart BuildingsOvercoming Tech Obsolescence in Smart Buildings
Overcoming Tech Obsolescence in Smart Buildings
 

Dernier

Parksville 96 Surrey Floor Plans May 2024
Parksville 96 Surrey Floor Plans May 2024Parksville 96 Surrey Floor Plans May 2024
Parksville 96 Surrey Floor Plans May 2024VickyAulakh1
 
Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)Delhi Call girls
 
Kolte Patil Kharadi Pune E Brochure.pdf
Kolte Patil Kharadi Pune E  Brochure.pdfKolte Patil Kharadi Pune E  Brochure.pdf
Kolte Patil Kharadi Pune E Brochure.pdfabbu831446
 
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdfMagarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdfManishSaxena95
 
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhidelhimodel235
 
Properties for Sale in Istanbul with Schools and Parks | Antalya Development
Properties for Sale in Istanbul with Schools and Parks | Antalya DevelopmentProperties for Sale in Istanbul with Schools and Parks | Antalya Development
Properties for Sale in Istanbul with Schools and Parks | Antalya DevelopmentAntalya Development
 
9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhidelhimodel235
 
M3M The Line Brochure - Premium Investment Opportunity for Commercial Ventures
M3M The Line Brochure - Premium Investment Opportunity for Commercial VenturesM3M The Line Brochure - Premium Investment Opportunity for Commercial Ventures
M3M The Line Brochure - Premium Investment Opportunity for Commercial Venturessheltercareglobal
 
9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhidelhimodel235
 
2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)
2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)
2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)Delhi Call girls
 
Shapoorji Pallonji Joyville Vista Pune | Spend Your Family Time Together
Shapoorji Pallonji Joyville Vista Pune | Spend Your Family Time TogetherShapoorji Pallonji Joyville Vista Pune | Spend Your Family Time Together
Shapoorji Pallonji Joyville Vista Pune | Spend Your Family Time Togetheraidasheikh47
 
2k Shot Call girls Karol Bagh Delhi 9205541914
2k Shot Call girls Karol Bagh Delhi 92055419142k Shot Call girls Karol Bagh Delhi 9205541914
2k Shot Call girls Karol Bagh Delhi 9205541914Delhi Call girls
 
Kohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your Needs
Kohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your NeedsKohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your Needs
Kohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your Needsaidasheikh47
 
SVN Live 5.6.24 Weekly Property Broadcast
SVN Live 5.6.24 Weekly Property BroadcastSVN Live 5.6.24 Weekly Property Broadcast
SVN Live 5.6.24 Weekly Property BroadcastSVN International Corp.
 
Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...
Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...
Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...asmaqueen5
 
9990771857 Call Girls Dwarka Sector 8 Delhi (Call Girls ) Delhi
9990771857 Call Girls  Dwarka Sector 8 Delhi (Call Girls ) Delhi9990771857 Call Girls  Dwarka Sector 8 Delhi (Call Girls ) Delhi
9990771857 Call Girls Dwarka Sector 8 Delhi (Call Girls ) Delhidelhimodel235
 
BDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)Delhi Call girls
 
Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...
Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...
Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...ApartmentWala1
 
9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhidelhimodel235
 

Dernier (20)

Parksville 96 Surrey Floor Plans May 2024
Parksville 96 Surrey Floor Plans May 2024Parksville 96 Surrey Floor Plans May 2024
Parksville 96 Surrey Floor Plans May 2024
 
Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Huda City Centre (Gurgaon)
 
Kolte Patil Kharadi Pune E Brochure.pdf
Kolte Patil Kharadi Pune E  Brochure.pdfKolte Patil Kharadi Pune E  Brochure.pdf
Kolte Patil Kharadi Pune E Brochure.pdf
 
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdfMagarpatta Nova Elegance Mundhwa Pune  E-Brochure.pdf
Magarpatta Nova Elegance Mundhwa Pune E-Brochure.pdf
 
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 1 Delhi (Call Girls) Delhi
 
Properties for Sale in Istanbul with Schools and Parks | Antalya Development
Properties for Sale in Istanbul with Schools and Parks | Antalya DevelopmentProperties for Sale in Istanbul with Schools and Parks | Antalya Development
Properties for Sale in Istanbul with Schools and Parks | Antalya Development
 
9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 08 Delhi (Call Girls) Delhi
 
M3M The Line Brochure - Premium Investment Opportunity for Commercial Ventures
M3M The Line Brochure - Premium Investment Opportunity for Commercial VenturesM3M The Line Brochure - Premium Investment Opportunity for Commercial Ventures
M3M The Line Brochure - Premium Investment Opportunity for Commercial Ventures
 
9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 2 Delhi (Call Girls) Delhi
 
2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)
2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)
2k Shots ≽ 9205541914 ≼ Call Girls In Sainik Farm (Delhi)
 
Shapoorji Pallonji Joyville Vista Pune | Spend Your Family Time Together
Shapoorji Pallonji Joyville Vista Pune | Spend Your Family Time TogetherShapoorji Pallonji Joyville Vista Pune | Spend Your Family Time Together
Shapoorji Pallonji Joyville Vista Pune | Spend Your Family Time Together
 
2k Shot Call girls Karol Bagh Delhi 9205541914
2k Shot Call girls Karol Bagh Delhi 92055419142k Shot Call girls Karol Bagh Delhi 9205541914
2k Shot Call girls Karol Bagh Delhi 9205541914
 
Kohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your Needs
Kohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your NeedsKohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your Needs
Kohinoor Flats In Hinjewadi Phase 2 | Homes Built To Suit Your Needs
 
SVN Live 5.6.24 Weekly Property Broadcast
SVN Live 5.6.24 Weekly Property BroadcastSVN Live 5.6.24 Weekly Property Broadcast
SVN Live 5.6.24 Weekly Property Broadcast
 
Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...
Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...
Call Girls In Krishna Nagar Delhi (Escort)↫8447779280↬@SHOT 1500- NIGHT 5500→...
 
9990771857 Call Girls Dwarka Sector 8 Delhi (Call Girls ) Delhi
9990771857 Call Girls  Dwarka Sector 8 Delhi (Call Girls ) Delhi9990771857 Call Girls  Dwarka Sector 8 Delhi (Call Girls ) Delhi
9990771857 Call Girls Dwarka Sector 8 Delhi (Call Girls ) Delhi
 
BDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 57 Noida Escorts >༒8448380779 Escort Service
 
Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)
Enjoy Night ≽ 8448380779 ≼ Call Girls In Iffco Chowk (Gurgaon)
 
Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...
Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...
Best Deal Virtual Space in Satya The Hive Tata Zudio 750 Sqft 1.89 Cr All inc...
 
9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi
9990771857 Call Girls in Dwarka Sector 7 Delhi (Call Girls) Delhi
 

Unlocking Smart Building Potential with the RealEstateCore Ontology

  • 1. November 14, 2019 Webinar: Unlocking Smart Building Potential with the RealEstateCore Ontology
  • 2. Presenter: Erik Wallin • Chairman RealEstateCore Consortium • CEO Idun Real Estate Solutions AB
  • 3. Founders RealEstateCore • Open Source • No fees • Consortium
  • 4. Make the world’s buildings ready and able inhabitants of the smart city Better dwellings Contribute to wellbeing and higher productivity Better business Superior operational efficiency and higher value Better neighbours Help the surrounding society and net positive for the environment 5
  • 5. What is RealEstateCore? • It’s the common language that will enable control over building and development of new services • It uses and maps present standards in a pragmatic manner – a minimum viable design • Smart city enabler: Enables the property owner to make their buildings inhabitants of the smart city
  • 6. ”English” for buildings & enable scale of operations BIM Building Automation System IoT
  • 7. For and by property owners 10
  • 8. Create and Connect Knowledge Graphs Building Knowledge Graph
  • 11. Knowledge Graph and Telemetry • All sensor data on the same coherent format, both real-time and historical data. • All sensor data is correctly connected to the full building device and lease graph - the complete context is available for analysis and applications. • REC also enables a directory linking to objects in external systems, using rich namespaced AliasId and mapping of other standards.
  • 12. RealEstateCore Development Process • Academia and industry in collaboration • MVP perspective: build, deploy, iterate – get it in the hands of devs • Always emphasize usability, applicability, over generalisability • Minimize external dependencies; clone structure/definitions if needed • Map to existing standards when possible/valuable • Modularity 20
  • 13. REC Future development • API auto-generation and data validation • Generated / synthetic data points (e.g., predictions, aggregates, etc) w/ provenance • Alignment to other ontologies (SSN/SOSA, MS DTDL, BOT, Brick Schema) • More modules (driven by business case by members/users): • Certification module (e.g. ARC/LEED, BREEAM) • Waste management • Access control • Workplace
  • 15. REC Edge connector library • In place or in the making: Schneider EcoStruxure, Modbus, OPC-UA, LoRa, ÅF Flowity, Larmia, Raybased, Zynka, Connectitude, Johnson Control, Nordomatic, etc. • Idun ProptechOS include a library of edge connectors and modules for quickly developing new ones. The library is planned to be published with an open source license (prel. plan for Q1-2020).
  • 17. Summary: RealEstateCore Ontology API specifications + Edge message format Ecosystem 27
  • 18. RealEstateCore Ecosystem Ecosystem Apps Third party applications for analysis, optimization, tenant experience or other domains. Property Owner Inhouse Apps New apps or existing apps enriched and streamlined with RealEstateCore data. Tenant Inhouse Apps Apps based on the data for their specific premises. (If access is granted by the Property Owner) REC Connectors Current set cover many of the common BASs and other data sources Ecosystem Connectors Direct development by edge system provider.
  • 19. • Operating System for managing the property owner’s data • Operating System for efficient digital initiatives - build applications and use applications built by 3rd parties • Operating System turning a property portfolio into an two-way application platform
  • 20. RealEstateCore Edge Message Interface API (REST + Stream) Knowledge Graph Telemetry Access, Actuation and State AnalyticsApps Apps Apps Building Automation Systems IoT devices Other data sources
  • 21. ProptechOS as a REC-Platform Idun AppsEcosystem AppsProperty Owner Inhouse AppsTenant Inhouse Apps Idun ConnectorsEcosystem Connectors
  • 22. ProptechOS Apps Use the RealEstateCore knowledge graph and telemetry for automated compliance. The first case is USGBC’s LEED. The application has been developed in a partnership with USGBC’s Arc and Vasakronan, where the app will be used for automated certification of 30 buildings during 2019 Q4.
  • 24. Vasakronan building: • 30.000 m2 office, 1.500 persons. Purpose: • Lower energy consumption • LEED-certification • Enhance indoor climate • Provide tenant with climate data Solution: • ProptechOS is used with Schneider EcoStruxure, Metry, ARC/LEED, and LoRa. Myrspoven uses the data to optimize climate and energy use. • Schneider made an open source REC-Connector Telefonplan: Climate and energy optimization, Compliance Webinar 22 November CET09.00: https://idunrealestate.com/webinar-telefonplan/
  • 25. Thank you! Erik Wallin RealEstateCore Consortium – www.realestatecore.io/ Idun Real Estate Solutions AB – www.idun.tech/ erik.wallin@idun.tech