The application discloses a kind of
solar irradiance scene generation method considering multiple time dimensions and related devices, comprising: obtaining extraterrestrial
radiation data of target geographic position, daily clearness index sequence is constructed based on the extraterrestrial
radiation data of target geographic position;Get symbolic aggregate approximation sequence;Get several types of daily clearness state DCS;State transition vector is constructed, and the DCS sequence of continuous
multiple days is generated based on the state transition vector and several types of daily clearness state DCS;In each type of daily clearness state DCS in the DCS sequence, a corresponding SAX symbol sequence is randomly selected, and the daily
clarity index sequence is generated according to the
conditional probability distribution corresponding to each symbol in the selected SAX symbol sequence, the daily
clarity index sequence is substituted into clearness
radiation model, and the total radiation data of time in day is calculated, and the
solar irradiance scene is constructed based on the total radiation data of time in day, the method and related devices generate
solar irradiance scene, and the scene authenticity and diversity are higher.