Development of the ignition delay prediction model of n-butane/hydrogen mixtures based on artificial neural network

Development of the ignition delay prediction model of n-butane/hydrogen mixtures based on artificial neural network

Based on the experimental ignition delay results of n-butane/hydrogen mixtures in a rapid compression machine, a Genetic Algorithm (GA) optimized Back Propagation (BP) neural network model is originally developed for ignition delay prediction. In the BP model, the activation function, learning rate...

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Bibliographic Details
Main Authors: Yanqing Cui, Qianlong Wang, Haifeng Liu, Zunqing Zheng, Hu Wang, Zongyu Yue, Mingfa Yao
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Energy and AI
Subjects:
Back propagation (BP) neural network
Genetic algorithm (GA)
Ignition delay
n-Butane/hydrogen mixtures
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546820300331

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http://www.sciencedirect.com/science/article/pii/S2666546820300331

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