Rural family annual electrical load curve generation method, system and device for solving data scarcity problem based on multi-source information fusion and storage medium

Abstract

The invention discloses a rural family annual electrical load curve generation system, method and device for solving the problem of data scarcity based on multi-source information fusion and a storage medium, and relates to the technical field of computer platform load balancing, and the method comprises the steps: carrying out the unified modeling of an input parameter, a built-in parameter, a calculation variable, a calibration variable and an output parameter; establishing a minute-level random use event sequence for behavior-related and environment-related electric appliances; integrating event data and introducing a collaborative conflict processing mechanism to generate a dynamic electrical load curve; and automatically adjusting a calibration variable based on a particle swarm optimization algorithm. According to the method, the problem that the rural household electrical load is difficult to generate or the generation result is inaccurate under the condition of data missing is solved, and the annual dynamic electrical load data of the household is obtained by utilizing the multi-source limited information which is easy to obtain. And the burden of data collection in the load curve generation process is reduced, so that the method is more suitable for large-scale application, such as rural household electrical load generation in the whole village range.

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