可解释的、基于深度强化学习的运维决策制定

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-08-02 DOI:10.1080/00295450.2024.2377034

Ryan M. Spangler, Mahsa Raeisinezhad, Daniel G. Cole

引用次数: 0

摘要

本文介绍了将状态监测和预报与核电厂运营和维护决策相结合的研究，旨在减少寿命期内的维护和...

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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Explainable, Deep Reinforcement Learning–Based Decision Making for Operations and Maintenance

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.