基于维纳过程和考虑多源不确定性的贝叶斯 GRU 网络的质子交换膜燃料电池剩余使用寿命预测

IF 3.1 4区工程技术 Q3 ENERGY & FUELS

International Journal of Green Energy Pub Date : 2024-01-21 DOI:10.1080/15435075.2024.2303358

Yanyan Hu, Li Zhang, En Fu, Yunpeng Jiang, Kaixiang Peng

引用次数: 0

摘要

质子交换膜燃料电池（PEMFC）被认为是最有前途的绿色能源设备之一。尽管在剩余使用寿命（RUL）预测方面取得了丰硕的成果，但在实际应用中仍有许多问题需要解决...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Remaining useful life prediction of proton exchange membrane fuel cell based on Wiener process and Bayesian GRU network considering multi-source uncertainties

Proton exchange membrane fuel cell (PEMFC) is considered as one of the most promising green energy devices. Although fruitful results can be available for the remaining useful life (RUL) prediction...

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来源期刊

International Journal of Green Energy 工程技术-能源与燃料

CiteScore

6.60

自引率

9.10%

发文量

112

审稿时长

3.7 months

期刊介绍： International Journal of Green Energy shares multidisciplinary research results in the fields of energy research, energy conversion, energy management, and energy conservation, with a particular interest in advanced, environmentally friendly energy technologies. We publish research that focuses on the forms and utilizations of energy that have no, minimal, or reduced impact on environment, economy and society.