Multi-granular demand forecasting in SmarterWater

  • Authors:
  • Jing Dai;Ming Li;Sambit Sahu;Milind Naphade;Feng Chen

  • Affiliations:
  • IBM Research, Hawthorne, NY, USA;IBM Research, Hawthorne, NY, USA;IBM Research, Hawthorne, NY, USA;IBM Research, Hawthorne, NY, USA;Virginia Tech, Falls Church, VA, USA

  • Venue:
  • Proceedings of the 13th international conference on Ubiquitous computing
  • Year:
  • 2011

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Abstract

In this paper we describe the multi-resolution water consumption prediction based on the SmarterWater system. This prediction service provides household consumption projection and regional demand forecasting for both short-term and med-term. Water consumption prediction, together with the other functions in the SmarterWater service, has been deployed to Dubuque, IA. Consumption behavior change after accessing the service has been observed.