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Scientific Research
Shao Cheng
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Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Scientific Research
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Paper Publications
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Liu, Xuanyu.Zhang, Wenshuai,Shao Cheng,Wang, Yudong,Cong, Qiumei,Ma, Lili.Autonomous collaborative optimization control of earth pressure balance shield machine based on hierarchical control architecture[J],ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE,2024,137
Liu, Xuanyu.Zhang, Wenshuai,Shao Cheng,Wang, Yudong,Cong, Qiumei.Geological adaptive intelligent control of earth pressure balance shield machine based on deep reinforcement learning[J],ARTIFICIAL INTELLIGENCE REVIEW,2024,57(8)
Liu, Xuanyu.Jiang, Mengting,Zhang, Wenshuai,Shao Cheng,Wang, Yudong,Cong, Qiumei.Intelligent optimization prediction of screw conveyor speed for earth pressure balance shield machine based on complete ensemble empirical mode decomposition of adaptive noise and deep learning[J],Measurement: Journal of the International Measurement Confederation,2024,240
Liu, Xuanyu.Jiang, Mengting,Shao Cheng,Wang, Yudong,Cong, Qiumei.Prediction of cutterhead torque change trend of shield machine based on partial state visible HMM and LSTM[J],Journal of the Franklin Institute,2024,361(6)
Ren, Chengyuan.李卓函,郑丹晨,ZHUANG Yan,Shao Cheng.A Metro Cloud Platform Based on Real-Time Processing of Heterogeneous Concurrent Data[A],Chinese Control Conference, CCC,2024,2023-July:8840-8845
顾思文.Zhang, Lei,Zhuang, Yu,Du, Jian,Shao Cheng.Integrated synthesis and control of heat exchanger networks with dynamic flexibility consideration[J],Applied Thermal Engineering,218
Patents
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一种考虑外送能源的乙烯生产能效动态评估方法
热轧过程加热炉综合优化控制系统设计及其控制方法
一种基于工况的乙烯生产能效动态评估方法
一种乙烯生产过程的分布式能效评估指标体系
全断面大型掘进装备的动态协调控制系统
全断面大型掘进装备的动态协调控制方法
Published Books
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徐恭贤,Shao Cheng,钱伟懿,非线性生化过程的优化与控制,科学出版社,2023
Shao Cheng,石油化工生产能效评估、诊断与优化技术,科学出版社,2023
徐恭贤,钱伟懿,Shao Cheng,非线性生化过程的优化与控制,科学出版社,2019
Research Projects
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基于知识图谱的环氧乙烷衍生精细化学品生产安全智能监控与决策关键技术研究,国家自然科学基金项目,2021-12-14,在研
基于多模态记忆增强的无人矿用大型电铲作业环境感知方法研究,国家自然科学基金项目,2021-08-18,在研
工厂智能制造系统设计与实施,企事业单位委托科技项目,2017-01-17,结题
超细铝粉生产过程智能控制系统,企事业单位委托科技项目,2015-10-12,结题
超细铝粉氮气雾化生产过程优化系统开发,企事业单位委托科技项目,2015-03-01,结题
石化企业设备级、过程级、系统级的能效检测评估技术,国家“863”项目,2014-05-01,结题