ELECTRONIC DEVICE CONTROL METHOD AND COMPUTER PROGRAM INCLUDING ARTIFICIAL INTELLIGENCE MODEL FOR PREDICTING SOLAR POWER GENERATION INCLUDING FINE DUST IN ATMOSPHERE

The present invention relates to an electronic device, a control method, and a computer program including an artificial intelligence model for predicting a solar power generation amount including fine dust in the atmosphere which use a GRU-ANN model, which is a hybrid model that replaces a dense lay...

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Bibliographische Detailangaben
Hauptverfasser: YOON JAE SEONG, AHN JOHNG HWA, KIM KYUNG MIN
Format: Patent
Sprache:eng ; kor
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Zusammenfassung:The present invention relates to an electronic device, a control method, and a computer program including an artificial intelligence model for predicting a solar power generation amount including fine dust in the atmosphere which use a GRU-ANN model, which is a hybrid model that replaces a dense layer of a single model, a gated recurrent unit (GRU) with an artificial neural network (ANN). 본 발명은 대기 중 미세먼지를 포함한 태양광 발전량 예측을 위한 인공지능 모델을 포함하는 전자 장치, 제어 방법, 및 컴퓨터프로그램에 관한 것으로, 단일 모델인 GRU(Gated Recurrent Unit)의 dense layer를 ANN(Artificial Neural Network)으로 대체한 하이브리드(hybrid) 모델인, GRU-ANN 모델을 사용한다.