个人信息
职称：副教授
博士生导师
硕士生导师
毕业院校：浙江大学
学位：博士
所在单位：控制科学与工程学院
办公地点：海山楼A730
电子邮箱：1c19ae885adcf69595869560c07501e499fd62696747a59c2bb15b46f37207992f67fac0b6d75f3a86a405e460eb0a3541068718916230a3b8b36fb3f32a21cd4981a06977b006bf262ffde2e0ee33fd67f7f73d6f1e29d62832f43394f0c18ef331f644c59731b8894bb8a7d54ba0835dbb70089f5adced6db5d7e42480be93
个人简介
朱理，博士、副教授。本科毕业于大连理工大学控制科学与工程学院，于浙江大学获工学博士学位，曾在瑞典隆德大学自动控制系进行博士后研究工作。
承担国家自然科学基金项目、国家高技术研究发展计划、国家重点研发计划、辽宁省自然基金资助计划以及企业横向项目等20余项。在高水平期刊与顶级会议上发表学术论文60余篇，授权国家发明专利10项，登记软件著作权6项。曾任国际标准化组织ISO TC184/SC5专家组成员。主要研究方向包括：工业数据挖掘与人工智能、智能感知与推理决策、异常检测与故障诊断、工业大模型与多智能体协同等。
欢迎有意向从事相关研究工作的同学加入课题组！
zhuli@dlut.edu.cn
代表论著
- [论文]Zhu, Li.Li, Zhe,Chen, Junghui.Evaluating and Predicting Energy Efficiency Using Slow Feature Partial Least Squares Method for Large-scale Chemical Plants[J],Energy,2021,230:1-14
- [论文]Zhu, Li.Chen, Junghui.Energy efficiency evaluation and prediction of large-scale chemical plants using partial least squares analysis integrated with Gaussian process models[J],ENERGY CONVERSION AND MANAGEMENT,2019,195:690-700
- [论文]Zhu, Li.Chen, Junghui.Development of energy efficiency principal component analysis model for factor extraction and efficiency evaluation in large-scale chemical processes[J],INTERNATIONAL JOURNAL OF ENERGY RESEARCH,2019,43(2):814-828
- [论文]Zhu, Li.Chen, Junghui.A dynamic approach to energy efficiency estimation in the large-scale chemical plant[J],JOURNAL OF CLEANER PRODUCTION,2019,212:1072-1085
- [论文]Zhu, Li.Chen, JH (reprint author), Chung Yuan Christian Univ, Dept Chem Engn, Taoyuan 32023, Taiwan..Chen, Junghui.Prognostics of PEM fuel cells based on Gaussian process state space models[J],ENERGY,2018,149:63-73
- [论文]Zhu, Li.Chen, Chun-I,Chen, Junghui.Prognostics of tool failing behavior based on auto-associative Gaussian process regression for semiconductor manufacturing[A],2020:316-321
- [论文]Zhu Li.Li Zhe,Chen Junghui.An Industrial Process Monitoring Scheme with Moving Window Slow Feature Analysis[A],2021
- [论文]Zhu, Li.Schiraldi, Massimiliano,Johnsson, Charlotta,Mejvik, Jacob,Varisco, Martina.Key performance indicators for manufacturing operations management in the process industry[A],2017,2017-December:969-973
- [论文]Zhu, Li.Pettersson, Hakan,Varisco, Martina,Schiraldi, Massimiliano M.,Mejvik, Jacob,Johnsson, Charlotta,Bengtsson, Kristofer.Key Performance Indicators in Manufacturing Operations Management: A case study of the IS022400-standard applied at Volvo Cars[A],2018,2018-September:1149-1152
- [论文]朱理.Chen, Junghui.Chen, Chun-, I.Prognostics for Semiconductor Sustainability: Tool Failure Behavior Prediction in Fabrication Processes[J],IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2024,54(6):3450-3460
- [论文]Li, Zhe.朱理,Chen, Junghui.Adaptive two-dimensional subspace identification for monitoring batch processes with limited batch data[J],ISA TRANSACTIONS,2024,152:408-426
- [论文]朱理.Yu, Meng-Qin,Chen, Junghui.A Cyber-Physical monitoring and diagnosis scheme of energy consumption in Plant-Wide chemical processes[J],ENERGY CONVERSION AND MANAGEMENT,2023,289
- [论文]Zhu, Li.Johnsson, Charlotta,Varisco, Martina,Schiraldi, Massimiliano M..Key performance indicators for manufacturing operations management - gap analysis between process industrial needs and ISO 22400 standard[A],2018,25:82-88
- [论文].Yang, Xin.朱理,徐喜荣,魏小鹏,杨鑫.ICAD: Rethinking the Role of Inference and Cues for the Anomaly Detection of Time Series in IIoT[J],IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING,2026,38(8):5187-5201
- [论文]朱理.Chen, Junghui,Chen, Chun-, I.Prognostics for Semiconductor Sustainability: Tool Failure Behavior Prediction in Fabrication Processes[J],IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2024
- [论文]朱理.Chen, Junghui.Lian, Jie.Attention-gated stacked information-separation target-supervised variational autoencoder for soft sensing[J],Engineering Applications of Artificial Intelligence,2026,182
- [论文]朱理.Chen, Junghui.Liu, Ching-Lien.Enhancing industrial fault diagnosis via A Meta-learning: Zero-shot identification with constraint conditional variational autoencoder[J],ADVANCED ENGINEERING INFORMATICS,2026,71
- [论文]Duan, Chenming.朱理,徐喜荣,Zhu, Jianmin,Wei, Ziqi,杨鑫,武志超.武志超.DSTN: Dynamic Spatio-Temporal Network for Early Fault Warning in Chemical Processes[J],KNOWLEDGE-BASED SYSTEMS,2024,296
工作经历
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教育经历
2009.09-2014.06
浙江大学 | 控制科学与工程 | 博士
2005.09-2009.06
大连理工大学 | 自动化 | 学士
社会兼职
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研究方向
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团队成员
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其他联系方式
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