Power load identification method, device, equipment, medium and program product

Abstract

The invention relates to a power load identification method and device, computer equipment, a storage medium and a computer program product. The method comprises the following steps: acquiring an electrical signal of a power system based on a signal acquisition device arranged at a load total port of the power system; determining whether a switching event occurs in the current time window according to the electrical signal, wherein the switching event comprises an event that the power equipment is connected to or disconnected from the power system; if the switching event occurs in the current time window, extracting a steady-state characteristic and a transient-state characteristic corresponding to the power equipment involved in the switching event according to the electrical signal; inputting the steady state features and the transient state features into a pre-trained identification model to obtain an output result of the identification model, the output result being used for indicating the type of the power equipment involved in the switching event; and obtaining an identification result of the power load of the power system according to the type of the power equipment involved in the switching event. By adopting the method, the power load monitoring cost can be effectively reduced.

Description

technical field [0001] The present application relates to the field of power system technology, and in particular to a method, device, computer equipment, storage medium and computer program product for identifying power loads. Background technique [0002] For the intelligent development of the power system, power load monitoring is of great significance. It not only helps to improve the load composition, guides users to consume reasonably, reduces the cost of electricity, but also helps to optimize the allocation of national power resources. [0003] The traditional load monitoring method adopts an intrusive design, and installs sensors and other power consumption information collection equipment on the power consumption equipment to obtain relevant information of the power consumption equipment. [0004] However, when there are many electrical equipment, a large number of acquisition devices are required when the traditional load detection method is used for load monitori...

AI Technical Summary

Problems solved by technology

[0004] However, when there are many electrical equipment, a large number of acquisition devices are required when the traditional load detection method is used for load monitoring, the cost of installation, operation and maintenance is high, and the cost of performing power load monitoring is high

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