Ontology-based IoT and Building data Integration for Demand … · 2019-10-28 · Ontology-based...
Transcript of Ontology-based IoT and Building data Integration for Demand … · 2019-10-28 · Ontology-based...
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ETSI IoT Week • Sophia Antipolis, 24th October 2019
Ontology-based IoT and Building data
Integration for Demand Response
Iker Esnaola-Gonzalez
This presentation is co-funded by the European Commission under the “Integrated demand REsponse Solution towards energy POsitiveNeighbourhooDs” project under Grant agreement No. 768619
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01 The RESPOND Project
02 Building and IoT Data Integration
03 Pilot House Example
00 Motivation
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04 Conclusions
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01 The RESPOND Project
02 Building and IoT Data Integration
03 Pilot House Example
00 Motivation
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04 Conclusions
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Peak Energy Demandsare Undesirable
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00
ENER
GY
TIME
ENERGY SUPPLY ENERGY DEMAND
Grid operators deploy generationplants to satisfy demand peaks
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Demand Response (DR) as a Solution
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Demand Response (DR) as a Solution
• Change user consumption habits• Balance energy supply and demand• Via incentives
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00
ENER
GY
TIME
ENERGY SUPPLY ENERGY DEMAND
DR tries to shift energy use tobalance supply and demand
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00
ENER
GY
TIME
ENERGY SUPPLY ENERGY DEMAND
DR tries to shift energy use tobalance supply and demand
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00
ENER
GY
TIME
ENERGY SUPPLY ENERGY DEMAND
DR tries to shift energy use tobalance supply and demand
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00
ENER
GY
TIME
ENERGY SUPPLY ENERGY DEMAND
DR tries to shift energy use tobalance supply and demand
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00
ENER
GY
TIME
ENERGY SUPPLY ENERGY DEMAND
DR tries to shift energy use tobalance supply and demand
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Demand Response ispromising for theResidential Sector
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Renewable Energy’sExploitation Difficulties
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Renewable Energy’sExploitation Difficulties
• Intermittent• Dependent on the weather
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00
ENER
GY
TIME
PV GENERATION ENERGY DEMAND
Renewable Energy does not match thedistribution of energy demand in time
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6:00 7:00 8:00 9:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00 23:00
ENER
GY
TIME
PV GENERATION ENERGY DEMAND
Renewable Energy does not match thedistribution of energy demand in time
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01 The RESPOND Project
02 Building and IoT Data Integration
03 Pilot House Example
00 Motivation
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04 Conclusions
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ARAN ISLANDS, Ireland
MADRID, Spain
RESPOND Pilot Sites
AARHUS, Denmark
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Towards the user-engagement:
• Multilingual
• Cross-platform
• Functionalities including display and
actuation
RESPOND Mobile App
01 The RESPOND Project
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Data Analytic Services
• Energy Demand Forecasting
• Energy Production Forecasting
• Suggest Optimal DR opportunities
01 The RESPOND Project
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Integrating heterogeneous IoT data
• Monitoring & Actuation Devices
• Appliances
• Energy Prices
• Weather Forecast
01 The RESPOND Project
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01 The RESPOND Project
02 Building and IoT Data Integration
03 Pilot House Example
00 Motivation
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04 Conclusions
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02 Building and IoT Data
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Building and IoT Data Storage
Building Topological Data IoT Data
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Building and IoT Data Storage
Building Topological Data IoT Data
02 Building and IoT Data
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BOT SEAS Ontology SAREF
RESPOND Ontology:
Reusing Existing Ontologies
02 Building and IoT Data
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RESPOND Ontology:
Defining New Concepts
• Extending existing ontologies• New Appliances (e.g. Tumble Dryer)
• New Spaces (e.g. Common Area)
• New Qualities (e.g. Gas Consumption)
• New Units (e.g. ppm)
• Creating new concepts• Building-related properties (e.g. Volume)
• Linking Measurements with DB Queries
• Linking Devices to Gateways
02 Building and IoT Data
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https://w3id.org/respond
RESPOND Ontology
02 Building and IoT Data
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• Available online
• CC-BY 4.0 License
• Documentation Page
• Recommended Metadata
https://w3id.org/respond
RESPOND Ontology
02 Building and IoT Data
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01 The RESPOND Project
02 Building and IoT Data Integration
03 Pilot House Example
00 Motivation
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04 Conclusions
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Pilot Site Characterization
• Filled by each Pilot Site Coordinator
• Excel sheets with installed devices’
information:
• Device Type
• Location
• Connected Appliance
• …
03 Pilot House Example
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03 Pilot House Example
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RESPOND Ontology
Instantiation
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Linking devices with
their measurements
stored in another Database
respond:hasDBQuery
03 Pilot House Example
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Mobile App Data Display:
Dishwasher Energy Consumption
03 Pilot House Example
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LDAP Directory:Data Access via hierarchical directory service
phpLDAPadmin ServerV0.8.0
03 Pilot House Example
OpenLDAP Serverv1.2.5
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Semantic Repository:Information Retrieval via SPARQL Query
Openlink Virtuoso Server v07.20.3217
03 Pilot House Example
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Time Series Database:
Information Retrieval via InfluxQL Query
InfluxDBv1.6.2
03 Pilot House Example
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Mobile App Data Display:
Dishwasher Energy Consumption
• Web Service
• Enables data-access control
• Decoupling from Repositories
• Enables Distributed Data Store
• Scalability is eased
VirtuosoServer
InfluxDBServer
PROXY REST Web Service
03 Pilot House Example
SecurityServer
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01 The RESPOND Project
02 Building and IoT Data Integration
03 Pilot House Example
00 Motivation
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04 Conclusions
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04 Conclusions
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Conclusions
• Linking Semantic Technologies with
IoT Technologies
• Leveraging existing ontologies such
as SAREF, SEAS, BOT instead of
developing new ontologies
• Not exclusive for Energy Domain
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Thank you for your attention
Iker Esnaola-Gonzalez
This presentation is co-funded by the European Commission under the “Integrated demand REsponse Solution towards energy POsitiveNeighbourhooDs” project under Grant agreement No. 768619