Load prediction method and device, electronic equipment and medium

• Main Authors: QIAN JING, SUN CAIXIN, SHEN XUHUI, REN XIAOKUI, LIU BEI, WANG HONGCE, HAO JIANQIANG, WANG DEZHI, ZHOU XIAOHANG, SHEN XU, PAN XIAOFENG
• Format: Patent
• Language: Chinese; English
• Published: 31.10.2023
• Subjects: CALCULATING; CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTINGELECTRIC POWER; COMPUTING; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; ELECTRICITY; GENERATION; PHYSICS; SYSTEMS FOR STORING ELECTRIC ENERGY; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention provides a load prediction method and apparatus, an electronic device and a medium. The method comprises the steps of obtaining historical load data; preprocessing the historical load data to obtain target historical load data; and constructing a load prediction model based on a Prophet algorithm, inputting the target historical load data into the load prediction model, predicting the load, and outputting a load prediction result. The load prediction is performed through the load prediction model constructed by the Prophet algorithm, so that the precision and stability of the load prediction result are improved, and the load prediction efficiency is improved. The time cost of obtaining the load prediction result is reduced, the efficiency of obtaining the load prediction result is improved, and the method is simple and easy to use and has interpretability. 本申请提供了一种负荷预测方法、装置、电子设备和介质，方法包括：获取历史负荷数据；对所述历史负荷数据进行预处理，获取目标历史负荷数据；基于Prophet算法构建负荷预测模型，将所述目标历史负荷数据输入所述负荷预测模型中，对负荷进行预测，输出负荷预测结果，本申请通过Prophet算法构