Day-ahead and hour-ahead two-stage demand response method based on distributed power generation consumption
A distributed power generation and demand response technology, applied in the field of electric power system, can solve problems such as users' unintentional planning of their own electricity consumption, excessive or insufficient purchase, economic losses, etc., to avoid sudden power failures and increase power reliability , The effect of reducing electricity consumption
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[0067] The technical solutions and technical effects of the present invention will be further described in detail below in conjunction with the accompanying drawings of the present invention.
[0068] The method of the present invention introduces an edge-cloud collaborative computing mode into the two core links of load forecasting and peak peak reduction. Specifically, considering large data volume and delay tolerance in the day-ahead market, cloud computing is used to provide sufficient computing power. In this mode, a differential evolution (DE)-long short-term memory network (long short-term memory, LSTM) load forecasting algorithm, which provides the basis for the supplier's power generation plan.
[0069] Such as figure 2 The architecture shown, the physical entities from top to bottom mainly include power generation system, transmission system operator (TSO), market operator (market operator, MO), power distribution system, retailer, load aggregator, virtual Entitie...
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