A two-stage demand response method based on distributed generation and 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 elaborated below with reference to the accompanying drawings of the present invention.
[0068] The method of the invention introduces an edge-cloud collaborative computing mode in the two core links of load prediction and peak reduction. Specifically, considering the large data volume and delay tolerance in the day-ahead market, cloud computing is used to provide sufficient computing power. memory, LSTM) load forecasting algorithm to provide the basis for the supplier's power generation plan.
[0069] like figure 2 As shown in the architecture, the physical entities from top to bottom mainly include power generation system, transmission system operator (TSO), market operator (MO), distribution system, retailer, load aggregator, virtual Entities mainly include edge computing nodes and cloud computing nodes. For residential users with limited individual load demand but a considerab...
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