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US 2016/0077538 A1Published application
Load forecasting for residential sector demand response
AssigneeHoneywell International Inc.
InventorsJan Berka, Jiri Rojicek
Life of this patent
Estimating the term…
Abstract
A method includes obtaining energy consumption information representative of energy consumption behaviors of multiple customers, grouping the multiple customers into multiple different clusters based on the consumption behaviors of the multiple customers, and generating an energy consumption model for each different cluster to enable forecasting of energy demand of the multiple customers.
Claims20
A method comprising:
- obtaining energy consumption information representative of energy consumption behaviors of multiple customers;
- grouping the multiple customers into multiple different clusters based on the consumption behaviors of the multiple customers;
- and
- generating an energy consumption model for each different cluster to enable forecasting of energy demand of the multiple customers.
1 more element
A method comprising:
- forming multiple clusters of energy utilizing customers based on the customer behavior;
- identifying a model for each of the multiple clusters that predicts energy utilization of a typical customer in each of the multiple clusters responsive to a demand response event;
- and
- using the clusters and models to generate and simulate multiple scenarios of issuing demand response events and predict energy utilization for each scenarios in order to find a scenario that meets a desired energy load modification criteria.
1 more element
A device comprising:
- a processor;
- a memory device coupled to the processor and having a program stored thereon for execution by the processor to:
- obtain energy consumption information representative of energy consumption behaviors of multiple customers;
- group the multiple customers into multiple different clusters based on the consumption behaviors of the multiple customers;
- and
- generate an energy consumption model for each different cluster to enable forecasting of energy demand of the multiple customers.
3 more elements
Dependencies are inferred from the claim text.