The SmartH2O Technology Jacopo Mossina, Research Fellow at Politecnico di Milano EIP Water Conference 2016
The SmartH2O TechnologyJacopo Mossina, Research Fellow at Politecnico di Milano
EIP Water Conference 2016
Why We Are Here• THE SmartH2O PROJECT
– The SmartH2O project receives funding from the European Commission and is part of the ICT4Water cluster
• PARTNERSHIPS– Short-term collaborations for technology development and deployment
• BUSINESS DEVELOPMENT– Investors to follow up of the project – Markets: Mediterranean area, Europe, USA
• VISION– Water efficiency requires new business link between utilities and their customers
• MISSION– Turn water consumption smart meter data into a business intelligence tool– Help water utilities predicting water demand and optimize network operations and water production– Foster behavioral change of water consumers towards a more sustainable society
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•Digital + real games•Personalized tips
WATER DATA END_USE ANALYTICS
CUSTOMER SEGMENTATION
ENGAGEMENT AND BEHAVIOURAL CHANGE
DATA acquisition and consolidation
Consumption dataREPOSITORY• Privacy• Security
CONSUMER PORTAL
Gamification And Data Analytics For Consumption Behavioral Change
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Gamified Consumer Portal
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HOUSEHOLD WATER CONSUMPTION
Users’ consumption class (label)
USERS CLUSTERING
FEATURE EXTRACTION MODEL LEARNING
HOUSEHOLD and CONSUMERS’ PSYCHOGRAPHICS
Relevant consumption determinants subset
Users’ consumption class (label)
forecast
Feature Extraction-based User Profiling
Serious Games For Engagement And Behavior Change
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Where We AreDEPLOYMENT AND TESTING TIMELINE• End of 2015
– Gamified Consumer Portal in alpha test – 400 households in Canton Ticino (CH), AMI at 1 hr resolution
• Q1 2016– Deployment in Valencia with Emivasa, Grupo Aguas de Valencia.– 650'000 smart meters (490'000 already deployed), of which 2500+ high resolution (1h)
• 2016 / 2017– Deployment in London with Thames Water
• Long term investment: 3 M smart meter before 2030 (40’000 in 2015)
DEPLOYMENT MODEL• On premises• SaaS
BUSINESS DEVELOPMENT• Uptake by 2 partners (Set Mobile, WebRatio)• Demos and contacts at major events in EU and US
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http://www.smarth2o-fp7.eu/
@smartH2Oproject #SmartH2O@JMossina@AndreaCominola
jacopo.mossina | [email protected]
Politecnico di Milano Department of Electronics,
Information and Bioengineering
consortium cluster