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