成果/Result
- A knowledge graph method for hazardous chemical management: Ontology design and entity identification被引量：75收藏
- 作者：Zheng, Xue Wang, Bing Zhao, Yunmeng Mao, Shuai Tang, Yang
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2021
- 关键词：Knowledge graph Ontology Hazardous chemicals management Named entity recognition
- Development of process safety knowledge graph: A case study on delayed coking process被引量：51收藏
- 作者：Mao, Shuai Zhao, Yunmeng Chen, Jinhe Wang, Bing Tang, Yang
- 机构：East China Univ Sci & Technol;Minist Emergency Management
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2020
- 关键词：Process safety Knowledge graph Delayed coking process
- Rapid Coal Quality Detection Based on Near-Infrared Diffuse Reflectance Spectroscopy被引量：25收藏
- 作者：Wang, Yaning Li, Yuqiang Li, Jia Wang, Zixiang Gu, Hanshun Chen, Feidi Zhao, Yunmeng
- 机构： East China University of Science and Technology; Qingyuan Innovation Laboratory
- 来源：Chinese Control Conference, CCC 2024
- 关键词：Atomic spectroscopy - Coal ash - Coal dust - Regression analysis - Sulfur determination
- Marine Fuel Oil Blending Formulation Control Based on Deep REInforcement Learning被引量：24收藏
- 作者：Shi, Linlin Chen, Ligen Zhao, Yunmeng
- 机构： East China University of Science and Technology; East China University of Science and Technology; Huzhou Institute of Industrial Control Technology
- 来源：Chinese Control Conference, CCC 2025
- 关键词：Blending - Deep learning - Deep rEInforcement learning - Economic and social effects - Economics - Fuel oils - Heavy oil production - Optimization
- An Integrated Multi-Unit and Multi-Objective Optimization Approach for Enhancing the Efficiency of Ethylene Distillation Process被引量：16收藏
- 作者：Wang, Zhe He, Renchu Chen, Jing Zhao, Yunmeng
- 机构： East China University of Science and Technology; China University of Petroleum; Petro-Cyber Works Information Technology Co.
- 来源：Proceedings - 2023 2nd International Conference on Advanced Sensing, Intelligent Manufacturing, ASIM 2023 2023
- 关键词：Distillation - Ethylene - Machine learning - Multilayer neural networks - Multiobjective optimization - Network layers - Reboilers
- A deep rEInforcement learning approach to gasoline blending real-time optimization under uncertainty被引量：5收藏
- 作者：Zhu, Zhiwei Yang, Minglei He, Wangli He, Renchu Zhao, Yunmeng Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2024
- 关键词：Deep rEInforcement learning Gasoline blending Real -time optimization Petroleum Computer simulation Neural networks
- Graph convolutional network for axial concentration profiles prediction in simulated moving bed被引量：3收藏
- 作者：Ding, Can Yang, Minglei Zhao, Yunmeng Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2024
- 关键词：Chromatography Prediction Operating variables Graph convolutional network Optimization
- Adaptive Robust Stochastic Configuration Networks for Near-Infrared Multivariate Analysis被引量：3收藏
- 作者：Li, Yuqiang Du, Wenli Wang, Xinjie Yang, Minglei Zhao, Yunmeng
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab;Hangzhou Normal Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2025
- 关键词：Adaptation models Incremental learning Stochastic processes Robustness Predictive models Bayes methods Analytical models Learning systems Convergence Vectors Adaptive incremental learning multivariate modeling near-infrared (NIR) spectroscopy sparse Bayesian learning (SBL) stochastic configuration networks (SCNs)
- Copper-Based Metal-Organic Framework as Photoelectric Material被引量：1收藏
- 作者：Huang, Chengxin Pan, Yangyang Chen, Yun Li, Ruiyao Hou, Shuai Zhao, Yunmeng Xu, Jingjing
- 机构：Shanghai Normal Univ;East China Univ Sci & Technol
- 来源：CHEMISTRY-A EUROPEAN JOURNAL 2025
- 关键词：metal-organic framework photo-stimulated material anode material sensor material
- Spectral Correlation Information Embedded NIR Modeling Method and Its Industrial Applications被引量：1收藏
- 作者：Li, Yuqiang Du, Wenli Zhao, Yunmeng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huzhou Inst Ind Control Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2025
- 关键词：Correlation Data models Analytical models Vectors Vibrations Knowledge discovery Bayes methods Wavelength measurement Spectral analysis Predictive models Industrial application multivariate modeling near-infrared (NIR) spectroscopy spectral correlation analysis structural information embedding
- Neural Ordinary Differential Equation and Supervised Gated Recurrent Units Embedded with Historical Variables for Petrochemical Process Prediction被引量：1收藏
- 作者：Long, Jian Zhu, Jiawei Wang, Ning Luo, Kai Zhao, Yejie Zhao, Yunmeng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2025
- 关键词：Continuous time systems - Dynamics - Forecasting - Multilayer neural networks - Network architecture - Network layers - Petrochemicals - System theory
- Consistency-regularized dual-stage semi-supervised learning for prediction of attributes in chemical processes with incomplete datasets被引量：0收藏
- 作者：Liu, Xiaochen Zhu, Jiannan Li, Zhi Cao, Yue Zhao, Yunmeng Yang, Minglei
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huzhou Inst Ind Control Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2025
- 关键词：Semi-supervised learning Consistency regularization Continuous catalytic reforming Incomplete data Process systems engineering
