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SYSTEMS AND METHODS FOR MODELING ENERGY CONSUMPTION AND CREATING DEMAND RESPONSE STRATEGIES USING LEARNING-BASED APPROACHES

  • US 20150248118A1
  • Filed: 02/26/2015
  • Published: 09/03/2015
  • Est. Priority Date: 02/26/2014
  • Status: Active Grant
First Claim
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1. An energy consumption management system comprising:

  • one or more local receivers disposed adjacent a respective one of one or more energy consuming units in a building, each local receiver comprising a processor configured for receiving usage instructions for the adjacent energy consuming unit and causing the usage instructions to be executed for the energy consuming unit; and

    a central computing system comprising;

    a memory configured for storing actual usage data associated with at least one energy consuming unit in the building for one or more time windows on each of days i through j, wherein day i is the first day for which data is stored and day j is the most recent day for which data is stored; and

    a processor configured for;

    receiving the actual usage data from the memory;

    executing at least one computer-based learning system to model energy consumption for day j+1 based on at least the actual energy usage data for the energy consumption unit;

    generating a demand response strategy for the energy consuming unit for day j+1 based on the modeled energy consumption and next-day energy pricing for each time window for day j+1; and

    communicating the demand response strategy of the energy consuming unit to the local receiver associated with the energy consuming unit, the demand response strategy comprising the usage instructions.

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