Energy consumption prediction method and device, computer equipment and storage medium

• Main Authors: LI MINGXIA, WANG CHONG, ZHANG HONG, CAO WENYANG, GAO SHENGYONG, LIU FANG, YU XIANGXIN, SUN MING
• Format: Patent
• Language: Chinese; English
• Published: 05.04.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The embodiment of the invention relates to an energy consumption prediction method and device, computer equipment and a storage medium. The method comprises the steps that first influence information influencing energy consumption of a target area within a first preset time period is acquired; inputting the first influence information into a trained first prediction model to obtain a first prediction result; inputting the first influence information into a trained second prediction model to obtain a second prediction result; inputting the first influence information into a trained third prediction model to obtain a third prediction result; and determining a first average value of the first prediction result, the second prediction result and the third prediction result as a prediction result. Therefore, the three groups of energy consumption results can be predicted through the three prediction models, the final prediction value is obtained through averaging, result deviation caused by a single model is preven