Wind power photovoltaic active scene generation method and device, electronic equipment and storage medium

• Main Authors: MIAO YIPING, DING RENSHAN, JIAN DEPING, HU WEI, WANG YAJUN, NIE QIANG, ZHANG XIN, SUN YUNCHAO, ZHANG XINYUE
• Format: Patent
• Language: Chinese; English
• Published: 08.02.2022
• 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 invention belongs to the technical field of multi-energy complementary coordinated operation of a power system, and relates to a wind power photovoltaic active scene generation method and device, electronic equipment and a storage medium. The method comprises the following steps: firstly, collecting historical wind power and photovoltaic active power output data, and carrying out preprocessing such as data cleaning, data sample set selection and data dimension adjustment; secondly, constructing a generative adversarial network which comprises a generator, an encoder and a discriminator and comprises an inference model; inputting historical data into a neural network, adopting a certain training sequence, and carrying out parameter updating in a mode of reducing respective loss functions; and finally obtaining a generation sample capable of depicting the wind power and photovoltaic active power output characteristics, wherein the generation sample of the wind power and photovoltaic active power output char