Lightweight electrical load prediction method and device, electronic equipment and storage medium

• Main Authors: WANG YANRU, HOU YUE, TANG YIZE, ZHANG NINGCHI, LI XIONG, KONG XIANGYU, SHE RUI, LIU CHUNFENG, MA WENJIE, OU QINGHAI, QIU LANXIN
• Format: Patent
• Language: Chinese; English
• Published: 22.07.2022
• 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; 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 lightweight electrical load prediction method and apparatus, an electronic device and a storage medium. The method comprises the steps of obtaining to-be-predicted related information data; and inputting the to-be-predicted related information data to a pre-constructed electrical load prediction model, and outputting an electrical load prediction result, the electrical load prediction model being constructed based on a gate control cycle unit (GRU). According to the method provided by the invention, the electrical load of the user can be accurately and efficiently predicted, and the consumption of computing resources and storage resources can be greatly reduced. 本申请提供一种轻量级的用电负荷预测方法、装置、电子设备及存储介质，所述方法包括：获取待预测的相关信息数据；将所述待预测的相关信息数据输入至预先构建的用电负荷预测模型，输出用电负荷预测结果，其中，所述用电负荷预测模型基于门控循环单元GRU构建的。本申请的方法不仅能够准确、高效地预测用户的用电负荷，还能够大幅度减少计算资源和存储资源的消耗。