Systems and methods for modeling energy consumption and creating demand response strategies using learning-based approaches
S Li, M Sun, D Zhang - US Patent 9,817,375, 2017 - Google Patents
According to various implementations, a demand response (DR) strategy system is
described that can effectively model the HVAC energy consumption of a house using a
learning based approach that is based on actual energy usage data collected over a period
of days. This modeled energy consumption may be used with day-ahead energy pricing and
the weather forecast for the location of the house to develop a DR strategy that is more
effective than prior DR strategies. In addition, a computational experiment system is …
described that can effectively model the HVAC energy consumption of a house using a
learning based approach that is based on actual energy usage data collected over a period
of days. This modeled energy consumption may be used with day-ahead energy pricing and
the weather forecast for the location of the house to develop a DR strategy that is more
effective than prior DR strategies. In addition, a computational experiment system is …
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