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Case study Wessex Water: 2,000 properties since 2014

Identifying relationships between air temperature and domestic water consumption using smart metering Maria Xenochristou Prof. Zoran Kapelan Prof. Slobodan Djordjevic Prof. Jan Hofman. Case study Wessex Water: 2,000 properties since 2014

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Case study Wessex Water: 2,000 properties since 2014

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  1. Identifying relationships between air temperature and domestic water consumption using smart metering Maria Xenochristou Prof. Zoran Kapelan Prof. Slobodan Djordjevic Prof. Jan Hofman

  2. Case study • Wessex Water: • 2,000 properties since 2014 • Smart demand metering data at half-hourly intervals • Household characteristics • Socio-economic data • Met office / NOAA: • Air temperature • Precipitation • Relative humidity www.wisecdt.org

  3. Results: Relationships between water consumption and the weather www.wisecdt.org

  4. Results: Relationships between water consumption and the weather www.wisecdt.org

  5. Conclusions Correlation increases for Future Work Test additional Working days Evenings Summer & Spring Large & Medium Gardens High & Medium Rateable Value Affluent residents Medium occupancy Metered Properties Weather variables Temporal & Spatial scales Data Mining techniques www.wisecdt.org

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