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J-GLOBAL ID：202002244563268004   Reference number：20A1414195

Evaluating smart grid renewable energy accommodation capability with uncertain generation using deep reinforcement learning

深層強化学習を用いた不確実な発電によるスマートグリッド再生エネルギー適応能力の評価【JST・京大機械翻訳】

Author (9)： Liu Yongnan (School of Data Science and Technology, Heilongjiang University, Harbin, China) ,  Guan Xin (School of Data Science and Technology, Heilongjiang University, Harbin, China) ,  Li Jun (School of Information and Electrical Engineering, Mudanjiang University, Mudanjiang, China) ,  Sun Di (State Grid Heilongjiang Electric Power Company Limited, Harbin, China) ,  Ohtsuki Tomoaki (Department of Information and Computer Science, Keio University, Yokohama, Japan) ,  Hassan Mohammad Mehedi (Research Chair of Smart Technologies, King Saud University, Riyadh, Saudi Arabia) ,  Hassan Mohammad Mehedi (College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arab., Saudi Arabia) ,  Alelaiwi Abdulhameed (Research Chair of Smart Technologies, King Saud University, Riyadh, Saudi Arabia) ,  Alelaiwi Abdulhameed (College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arab., Saudi Arabia)
Material： Future Generation Computer Systems  (International Journal of Future Generation Computer Systems Grid Computing: Theory, Methods & Applications)
Volume： 110  Page： 647-657  Publication year： 2020 
JST Material Number： A0620C  ISSN： 0167-739X  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： Due to environment-friendlines...

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Thesaurus term： algorithm ,  simulation ,  sun ,  computer simulation ,  *uncertainty ,  *power generation ,  approximation method ,  solar energy ,  solar photovoltaic generation ,  wind force ,  effectiveness ,  *reinforcement learning ,  *smart grid
Semi thesaurus term： 高効率 ,  オーバヘッド ,  経済的利益 , 【Automatic Indexing@JST】

Author keywords (3)： Accommodation capability ,  Deep reinforcement learning ,  Uncertain renewable energy description

JST classification (3)： Computer system development  (JD02010R) ,  Computer networks  (JC03000K) ,  Digital computer systems in general  (JC02010O)

Terms in the title (6)： 深層強化学習 ,  発電 ,  スマートグリッド ,  再生エネルギー ,  適応能力 ,  評価