成果/Result
- Adaptive Clustering Framework for Time-Series Data Using Enhanced FastDTW被引量：17收藏
- 作者：Tao, Jiahao Wu, Qun Zhao, Liang Liang, Chen
- 机构： Ministry of Education
- 来源：Proceedings of the 37th Chinese Control and Decision Conference, CCDC 2025 2025
- 关键词：Cluster analysis - K-means clustering - Signal processing - Time series
- Process monitoring with global probability boundary-based on Gaussian mixture model被引量：12收藏
- 作者：Wu, Qun Du, Wenli Qian, Feng Ma, Qingsong
- 机构： Electric and Instrument Dept.; Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：IEEE International Conference on Control and Automation, ICCA 2013
- 关键词：Gaussian distribution - Maximum principle - Image segmentation - Process control
- Steady-state target calculation integrating economic optimization for constrained model predictive control被引量：11收藏
- 作者：Wu, Qun Du, Wenli Nagy, Zoltan
- 机构：East China Univ Sci & Technol;Purdue Univ;Tongji Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2021
- 关键词：Economic performance Model predictive control Steady-state target calculation Esterification reaction
- Fast and Effective Dynamic Optimization for Chemical Processes with Catalyst Deactivation Based on Incremental Encoding and Random Search被引量：4收藏
- 作者：Guo, Jingjing Du, Wenli Wu, Qun Ye, Zhencheng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2021
- 关键词：Catalyst deactivation - Catalyst activity - Signal encoding - Dynamic programming - Heuristic algorithms - Encoding (symbols) - Iterative methods
- A Vector-Based Approach for Controller Performance Assessment被引量：2收藏
- 作者：Wu, Qun Du, Wenli Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2012
- 关键词：Controllers - Feedback control - Signal processing - Channel estimation - MIMO systems - Telecommunication repeaters - Vectors
- Process Monitoring with Global Probability Boundary-Based on Gaussian Mixture Model被引量：1收藏
- 作者：Wu, Qun Du, Wenli Qian, Feng Ma, Qingsong
- 机构：East China Univ Sci & Technol;China Huanqiu Contracting & Engn Corp
- 来源：2013 10TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA) 2013
- Distributed optimization for traffic-emission control in urban road networks via cooperative game approach被引量：1收藏
- 作者：Zhou, Zhao Shen, Junhan Wu, Qun Liang, Haili
- 机构：East China Univ Sci & Technol;Shanghai Univ
- 来源：CHAOS 2025
- Adaptive Clustering Framework for Time-Series Data Using Enhanced FastDTW被引量：0收藏
- 作者：Tao, Jiahao Wu, Qun Zhao, Liang Liang, Chen
- 机构：East China Univ Sci & Technol
- 来源：2025 37TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC 2025
- 关键词：Time-Series Data ACFastDTW Clustering LSTM Autoencoder
- 基于改进EM算法混合高斯模型的过程监控被引量：0收藏
- 作者：吴群 杜文莉 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《第23届过程控制会议》 2012
- 关键词：过程监控系统 混合高斯模型 合并算子 数据处理
- 摘要：鉴于工业生产中多变量数据难以服从统一高斯分布， 本文利用控制系统的运行数据建立其混合高斯模型， 作为控制回路监控的工具。 建模过程采用最大期望(EM)算法估计模型参数， 该算法容易造成模型结构冗余复杂， 故本文在Figu...
