A New Global Mechanism for MILD Combustion Using Artificial-Neural-Network-Based Optimization

• Published in: Energy & fuels Vol. 35; no. 18; pp. 14941 - 14953
• Main Authors: Si, Jicang, Wang, Guochang, Liu, Xiangtao, Wu, Mengwei, Mi, Jianchun
• Format: Journal Article
• Language: English
• Published: American Chemical Society 16.09.2021
• Subjects: Combustion; energy; furnaces; neural networks

A new global mechanism of combustion called the GM-ANN mechanism is proposed for MILD combustion, with its reaction parameters being optimized by artificial neural network (ANN). More specifically, the GM mechanism is first obtained by selecting well-performed global reactions from Jones and Lindste...