成果/Result
- Self-Healing Control for Wastewater Treatment Process Based on Variable-Gain State Observer被引量：47收藏
- 作者：Du, Peihao Zhong, Weimin Peng, Xin Li, Linlin Li, Zhi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Sci & Technol Beijing;Univ Sci & Technol Beijing
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2023
- 关键词：Adaptive control failure compensation self-healing control variable-gain state observer (VSO) wastewater treatment process (WWTP)
- Online Quality Prediction of Industrial Terephthalic Acid Hydropurification Process Using Modified Regularized Slow-Feature Analysis被引量：34收藏
- 作者：Zhong, Weimin Jiang, Chao Peng, Xin Li, Zhi Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2018
- 关键词：Forecasting - Textile industry - Learning systems - Quality control
- Operation optimization of hydrocracking process based on Kriging surrogate model被引量：32收藏
- 作者：Zhong, Weimin Qiao, Cheng Peng, Xin Li, Zhi Fan, Chen Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2019
- 关键词：Hydrocracking process Kriging surrogate model GLSS algorithm Optimization of operating condition
- A data-driven approach for crude oil scheduling optimization under product yield uncertainty被引量：28收藏
- 作者：Dai, Xin Zhao, Liang Li, Zhi Du, Wenli Zhong, Weimin He, Renchu Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：CHEMICAL ENGINEERING SCIENCE 2021
- 关键词：Crude oil scheduling Support vector clustering Product yield Uncertainty Data-driven robust optimization
- Real-Time Semisupervised Predictive Modeling Strategy for Industrial Continuous Catalytic Reforming Process with Incomplete Data Using Slow Feature Analysis被引量：22收藏
- 作者：Jiang, Chao Zhong, Weimin Li, Zhi Peng, Xin Yang, Minglei
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Feedstocks - Gasoline - Petroleum industry - Naphthas - Quality control - Chemical analysis - Principal component analysis - Catalytic reforming - Aromatic hydrocarbons
- Near-infrared spectroscopy for the concurrent quality prediction and status monitoring of gasoline blending被引量：21收藏
- 作者：He, Kaixun Zhong, Maiying Li, Zhi Liu, Jingjing
- 机构：Shandong Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2020
- 关键词：Soft sensor Training sample selection Gaussian mixture model Semisupervised Gasoline blending
- Carbon-efficient production planning for long-chain integrated refinery-petrochemical processes: A material-energy-carbon optimization perspective被引量：18收藏
- 作者：Zhang, Tingwei Shen, Feifei Peng, Xin Li, Zhi Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF CLEANER PRODUCTION 2023
- 关键词：Integrated refinery-petrochemical process Material-energy-carbon optimization Production planning Process carbon efficiency
- Data-driven two-stage distributionally robust optimization for refinery planning under uncertainty被引量：17收藏
- 作者：He, Wangli Zhao, Jinmin Zhao, Liang Li, Zhi Yang, Minglei Liu, Tianbo
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Sinopec Jinan Refining & Chem Co
- 来源：CHEMICAL ENGINEERING SCIENCE 2023
- 关键词：Data-driven Refinery planning Distributionally robust optimization Wasserstein metric Uncertainty
- Control structure design of an industrial crude terephthalic acid hydropurification process with catalyst deactivation被引量：17收藏
- 作者：Li, Zhi Zhong, Weimin Wang, Xiaoqiang Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2016
- 关键词：Crude terephthalic acid Catalyst deactivation Integrated framework of simulation and heuristics Control structure design Economics
- Key performance index estimation based on ensemble locally weighted partial least squares and its application on industrial nonlinear processes被引量：16收藏
- 作者：Chen, Xin Zhong, Weimin Jiang, Chao Li, Zhi Peng, Xin Cheng, Hui
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Alberta
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2020
- 关键词：Locally weighted partial least squares Soft sensors Ensemble learning Quality prediction Catalytic reforming process
- Variable-Scale Probabilistic Just-in-Time Learning for Soft Sensor Development with Missing Data被引量：15收藏
- 作者：Huang, Haojie Peng, Xin Jiang, Chao Li, Zhi Zhong, Weimin
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Duisburg Essen;Univ Alberta
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Catalytic reforming - Just in time production - Mean square error
- GC-CDSS: Personalized gastric cancer treatment recommendations system based on knowledge graph被引量：12收藏
- 作者：Li, Shuchun Li, Zhiang Xue, Kui Zhou, Xueliang Ding, Chengsheng Shao, Yanfei Zhang, Sen Ruan, Tong Zheng, Minhua Sun, Jing
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;East China Univ Sci & Technol;Shanghai Artificial Intelligence Lab
- 来源：INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 2024
- 关键词：Gastric cancer Clinical Decision Support System Knowledge graph Clinical treatment guidelines
- Synergizing low-carbon planning and operation for sustainable integrated refinery-petrochemical processes under arrival time uncertainty: A large-scale hierarchical energy-efficiency optimization perspective被引量：12收藏
- 作者：Zhang, Tingwei Shen, Feifei Li, Zhi Peng, Xin Zhong, Weimin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：APPLIED ENERGY 2025
- 关键词：Integrated refinery-petrochemical processes Hierarchical synchronization optimization Energy-efficiency Low-carbon decision
- Data-driven crude oil scheduling optimization with a distributionally robust joint chance constraint under multiple uncertainties被引量：10收藏
- 作者：Dai, Xin Zhao, Liang He, Renchu Du, Wenli Zhong, Weimin Li, Zhi Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2023
- 关键词：Distributionally robust joint chance constrained optimization Crude oil scheduling Wasserstein distance Data-driven optimization Multiple uncertainties
- Monitoring and path optimization of catalytic reformer in a refinery: Principal component analysis and A* algorithm application被引量：10收藏
- 作者：Li, Zhi Ying, Yuhui Yang, Minglei Zhao, Liang Zhao, Ling Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2022
- 关键词：Catalytic reformer Industrial data PCA projection and remapping Process monitoring Path optimization
- Concurrent Quality-Relevant Canonical Correlation Analysis for Nonlinear Continuous Process Decomposition and Monitoring被引量：9收藏
- 作者：Peng, Xin Li, Zhi Zhong, Weimin Qian, Feng Tian, Ying
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Shanghai Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Oxidation - Correlation methods - Quality control - Nonlinear analysis
- A Two-Stage Multi-Target Domain Adaptation Framework for Prediction of Key Performance Indicators Based on Adversarial Network被引量：6收藏
- 作者：Su, Cheng Peng, Xin Yang, Dan Li, Zhi Wu, Xiaolong Zhong, Weimin
- 机构：East China Univ Sci & Technol;Beijing Univ Technol;Beijing Univ Technol
- 来源：IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2024
- 关键词：Task analysis Feature extraction Generators Adaptation models Training Generative adversarial networks Data models Domain adaptation autoencoder generative adversarial network wastewater treatment process effluent quality index
- Multi-scale feature fused stacked autoencoder and its application for soft sensor modeling被引量：6收藏
- 作者：Li, Zhi Xia, Yuchong Long, Jian Liu, Chensheng Zhang, Longfei
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huzhou Inst Ind Control Technol;East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2025
- 关键词：Multi-scale feature fusion Soft sensors Stacked autoencoders Computational chemistry Chemical processes Parameter estimation
- Multimode Operating Performance Visualization and Nonoptimal Cause Identification被引量：5收藏
- 作者：Ying, Yuhui Li, Zhi Yang, Minglei Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：PROCESSES 2020
- 关键词：multimode process performance assessment subtractive clustering multi-space principal component analysis self-organizing map
- Multi-objective dispatch of integrated renewable power systems leveraging robust optimization in deep reinforcement learning被引量：5收藏
- 作者：Ma, Aoqun Li, Zhi Shen, Feifei Peng, Xin Liu, Yurong Zhong, Weimin Qian, Feng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2025
- 关键词：Integrated energy systems Energy management DQN method Robust optimization Multi-time scale
- Dynamic modeling and control of industrial crude terephthalic acid hydropurification process被引量：5收藏
- 作者：Li, Zhi Zhong, Weimin Liu, Yang Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：KOREAN JOURNAL OF CHEMICAL ENGINEERING 2015
- 关键词：Terephthalic Acid Hydropurification Reaction Dynamic Modeling Multivariable Predictive Control DMC Plus
- An adjustable robust optimization model under dynamic informer-based framework for industrial renewable energy systems被引量：4收藏
- 作者：Ma, Aoqun Shen, Feifei Li, Zhi Peng, Xin Zhong, Weimin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：PROCESS SAFETY AND ENVIRONMENTAL PROTECTION 2025
- 关键词：Energy management Deep learning Uncertainty Robust optimization Integrated renewable energy system
- A quality-driven multi-attribute channel hybrid neural network for soft sensing in refining processes被引量：4收藏
- 作者：Li, Zhi Xue, Kaige Chen, Junfeng Peng, Xin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：MEASUREMENT 2025
- 关键词：Convolutional neural network Long short-term memory network Quality-driven model Multi-attribute channel Refining processes Soft sensor
- OWFD-UCPM: An open-world fault diagnosis scheme based on uncertainty calibration and prototype management被引量：4收藏
- 作者：Gao, Fulin Zhong, Weimin Jiang, Qingchao Peng, Xin Li, Zhi
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2024
- 关键词：Fault diagnosis Open-world recognition Open-set recognition Incremental learning Classifier calibration Memory management
- Modeling and Optimization of Simulated Moving Bed for Paraxylene Purification被引量：3收藏
- 作者：Yang, M. L. Hu, R. Long, J. Lv, Y. J. Ye, Z. C. Li, Z. Zhong, W. M.
- 机构：East China Univ Sci & Technol;Sinopec Shanghai Petrochme Co Ltd
- 来源：PETROLEUM CHEMISTRY 2021
- 关键词：MOTLBO optimization simulated moving bed operation
- Equipment selection knowledge base system for industrial styrene process被引量：3收藏
- 作者：Zhong, Weimin Liu, Shuming Wan, Feng Li, Zhi
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2018
- 关键词：Equipment selection Ontology technology Knowledge base system Styrene process
- Independent exponential slow feature analysis for fine-scale monitoring multimode processes: Application to nonstationary crude distillation units被引量：2收藏
- 作者：Long, Jian Jiang, Siyu Zhai, Jiazi Ma, Weiwei Ma, Wei Li, Zhi
- 机构：East China Univ Sci & Technol;China Petr Pipeline Bur Co Ltd;SUPCON Technol Co Ltd
- 来源：CHEMICAL ENGINEERING SCIENCE 2025
- 关键词：Crude Distillation Unit Working condition recognition Process monitoring DBSCAN Algorithm Independent Exponential Slow Feature Analysis
- A truncated Gaussian distribution based multi-scale segment-wise fusion transformer model for multi-step commodity price forecasting被引量：2收藏
- 作者：Peng, Xin Chen, Zhengxiang Zhang, Jiale Li, Zhi Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Commodity price forecasting Multi-step prediction Truncated Gaussian distribution Time-varying trend characteristics Price uncertainty estimation
- Data-driven Wasserstein distributionally robust chance-constrained optimization for crude oil scheduling under uncertainty被引量：2收藏
- 作者：Dai, Xin Zhao, Liang He, Renchu Du, Wenli Zhong, Weimin Li, Zhi Qian, Feng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2024
- 关键词：Distributions Model Optimization Crude oil scheduling Wasserstein distance Distributionally robust chance constraints
- Method of Hybrid Adaptive Sampling for the Kriging Metamodel and Application in the Hydropurification Process of Industrial Terephthalic Acid被引量：2收藏
- 作者：Cheng, Hui Cheng, Liang Li, Zhi Ye, Zhencheng Yang, Minglei
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Nearest neighbor search - Design of experiments - Benchmarking - Reliability analysis
