[BS-5] GX(グリーントランスフォーメーション)に貢献する電力変換技術とその応用

[BS-5-3] Power circuit design using machine learning

髙井伸和 (京都工繊大)

Keywords:機械学習、電源回路設計

A regression analysis model was constructed to predict the element values that realize the desired characteristics of a power supply circuit. This enables design independent of the designer's experience and knowledge. Although the prediction target is a buck-switching regulator, circuit simulation for data collection is time-consuming. Therefore, we used reinforcement learning to improve the efficiency of data collection.