smart h20 - turning data into business intelligence tool
TRANSCRIPT
The SmartH2O TechnologyJacopo Mossina, Research Fellow at Politecnico di Milano
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