特集 —機械学習技術の燃焼分野への応用
機械学習を活用した乱流燃焼モデル開発
キーワード:
Turbulent combustion modeling,
Machine learning,
Reynolds averaged Navier-Stokes,
Large eddy simulation
2021 年 63 巻 203 号 p. 37-43
詳細
2021 年 63 巻 203 号 p. 37-43
Turbulent combustion modelling is one of most difficult topics in turbulent combustion community. There are many models are proposed so far, and recent development in machine learning (ML) technique shed light onto the application of ML on turbulent combustion modelling. This paper introduces several examples of turbulent combustion modelling utilizing machine learning with varied approaches, in conjunction with the conventional modelling approaches. Several important issues arising when applying developed machine learning model are also mentioned.
