朱清華,博士,副教授,IEEE高級(jí)會(huì)員,ACM會(huì)員. 2014/10~2015/10,2017/09~2018/08, 在美國(guó)新澤西理工學(xué)院(New Jersey Institute of Technology)任訪(fǎng)問(wèn)學(xué)者。
Email: zhuqh@gdut.edu.cn
主持了1項(xiàng)國(guó)家自然科學(xué)基金面上項(xiàng)目和多項(xiàng)廣東省自然科學(xué)基金項(xiàng)目。主持完成了完成了多項(xiàng)企業(yè)委托項(xiàng)目,主要包括基于強(qiáng)化學(xué)習(xí)的調(diào)度優(yōu)化方向、 基于預(yù)測(cè)的機(jī)器學(xué)習(xí)的合作項(xiàng)目。
以第一作者/通訊作者發(fā)表EI檢索的論文40余篇(含SCI檢索論文10余篇),主要論文成果發(fā)表在IEEE Transactions系列期刊上。
研究領(lǐng)域:深度強(qiáng)化學(xué)習(xí)、芯片制造系統(tǒng)中多機(jī)器人的智能調(diào)度、云計(jì)算/移動(dòng)邊緣計(jì)算/車(chē)輛邊緣計(jì)算的智能調(diào)度、多供應(yīng)鏈協(xié)同調(diào)度、離散事件動(dòng)態(tài)系統(tǒng)。
代表成果:發(fā)現(xiàn)半導(dǎo)體芯片制造系統(tǒng)(multi-cluster tools)存在1-晶圓(1-wafer)調(diào)度及其存在的充要條件,提出了求解能達(dá)生產(chǎn)周期下界的1-晶圓周期調(diào)度的高效算法。
Google Scholar: https://scholar.google.com/citations?user=mP3vH2kAAAAJ&hl=zh-CN
[1]. IEEE Transactions on Systems, Man, and Cybernetics: Systems (Top期刊, SCI 1區(qū))
[2]. IEEE Transactions on Industrial Informatics (Top期刊, SCI 1區(qū))
[3]. IEEE Transactions on Automation Science and Engineering (Top期刊, SCI 1區(qū))
[4]. IEEE Transactions on Mechatronics (Top期刊, SCI 1區(qū))
[5]. IEEE Transactions on Intelligent Transportation Systems (Top期刊, SCI 1區(qū))
[6]. IEEE Transactions on Semiconductor Manufacturing
[7]. IEEE Transactions on Computational Social Systems
[8]. IEEE Internet of Things Journal (SCI 1區(qū))
[9]. IEEE/CAA Journal of Automatica Sinica (SCI 1區(qū))
[10]. IEEE Robotics and Automation Letter
[11]. Expert Systems with Applications (SCI 1區(qū))
[12]. Journal of Intelligent Manufacturing
[13]. International Journal of Production Research
[14]. International Journal of Computer Integrated Manufacturing
[15]. Soft Computing
擔(dān)任如下國(guó)際會(huì)議的分會(huì)主席/程序委員會(huì)(PC)成員或技術(shù)委員會(huì)成員:
分會(huì)主席(Session Char):
Oct. 6, 2025, IEEE International Conference on Systems, Man, and Cybernetics (SMC), Special Session on Intelligent Multi-Agent Collaboration and Training, Session Chair
May 2017, 2017 IEEE International Conference on Robotics and Automation, Session Chair 【CCF B類(lèi)會(huì)議】
Associate Editor (副編輯) for IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2025, 2024, 2023, 2022 【CCF C類(lèi)會(huì)議】
Associate Editor (副編輯) for IEEE International Conference on Automation Science and Engineering (CASE) 2025, 2024
程序委員會(huì)成員: [1]. IEEE International Conference on Networking, Sensing, and Control (2023, 2022, 2021, 2019, 2018, and 2017);
[2]. 2017 International Conference on Modeling, Simulation, and Control of Discrete Event Systems
技術(shù)委員會(huì)成員:
[1]. Technical Committee (TC) on Machine Learning for Automation, IEEE Robotics and Automation Society (RAS)
[2]. TC on Digital Manufacturing and Human-Centered Automation, IEEE RAS;
[3]. TC on Semiconductor Manufacturing Automation, IEEE RAS;
[4]. Human-Centered Transportation Systems Technical Committee, IEEE SMC Society。
Email: zhuqh@gdut.edu.cn

