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SYSTEM FOR DEMAND RESPONSE DISPATCH PREDICTION EMPLOYING WEATHER INDUCED FACILITY ENERGY CONSUMPTION CHARACTERIZATIONS
SYSTEM FOR DEMAND RESPONSE DISPATCH PREDICTION EMPLOYING WEATHER INDUCED FACILITY ENERGY CONSUMPTION CHARACTERIZATIONS
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机译:需求响应调度预报系统,采用天气诱导的设施能耗特征
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摘要
A method for dispatching buildings, including: generating data sets, each having energy values along with corresponding time and outside temperature values, wherei the energy values are shifted by one of a plurality of lag values relative to the corresponding time and outside temperature values; performing a machine learning model analysis on the each of the data sets; determining a least valued residual that indicates a corresponding energy lag for each of the buildings, the corresponding energy lag describes a transient energy consumption period preceding a change in outside temperature; using outside temperatures, model parameters, and energy lags for all of the buildings to estimate a cumulative energy consumption for the buildings, and to predict a dispatch order reception time for the demand response program event; and employing the dispatch order reception time to prepare actions required to control the each of the buildings to optimally shed energy specified in a dispatch order.
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