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
- 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)
- 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
- 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
- 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
- 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
- Role of Substitution Patterns in Four Regioisomeric Tetraphenylethylene-Thiophene Derivatives被引量：1收藏
- 作者：Hou, Shuai Tian, Hanxiao Li, Ruiyao Huang, Zishuai Zhu, Dongyuan Xiao, Fan Zhao, Yunmeng Xu, Jingjing
- 机构：Shanghai Normal Univ;East China Univ Sci & Technol
- 来源：MOLECULES 2025
- 关键词：aggregation-induced emission tetraphenylethylene thiophene PLQY substitution pattern
- A deep reinforcement learning approach to gasoline blending real-time optimization under uncertainty被引量：1收藏
- 作者：Zhiwei Zhu Minglei Yang Wangli He Renchu He Yunmeng Zhao Feng Qian
- 机构：Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：中国化学工程学报（英文版） 2024
- 下载全文在线阅读
- Graph convolutional network for axial concentration profiles prediction in simulated moving bed被引量：0收藏
- 作者：Can Ding Minglei Yang Yunmeng Zhao Wenli Du
- 机构：Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：中国化学工程学报（英文版） 2024
- 下载全文在线阅读
- 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
- Rapid Coal Quality Detection Based on Near-Infrared Diffuse Reflectance Spectroscopy被引量：0收藏
- 作者：Yaning Wang Yuqiang Li Jia Li Zixiang Wang Hanshun Gu Feidi Chen Yunmeng Zhao
- 机构：East China University of Science and Technology;Qingyuan Innovation Laboratory
- 来源：[1]East China University of Science and Technology, School of Information Science and Engineering;[2]Qingyuan Innovation Laboratory 2024
- 催化重整装置进出物料详细族组成快速分析被引量：0收藏
- 作者：王孟宇 王亚宁 赵云蒙
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《2025中国自动化大会》 2025
- 关键词：环烯烃 预处理 波段选择 PLS 回归模型 族组成 环烷烃 红外光谱技术 异构烷烃 催化重整装置 重整生成油
- 摘要：1研究背景和意义石油化工产业中,催化重整是一种重要工艺,其通过催化剂作用将石脑油等低碳数烃类在高温高压下转化为高碳芳烃如汽油等液态烃产品。重整进料与出料的快速分析是保障产品质量和生产效益的关键:把控进料品质可提升催化效率...
- Marine Fuel Oil Blending Formulation Control Based on Deep Reinforcement Learning被引量：0收藏
- 作者：Shi, Linlin Chen, Ligen Zhao, Yunmeng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huzhou Inst Ind Control Technol
- 来源：2025 44TH CHINESE CONTROL CONFERENCE (CCC) 2025
- 关键词：Marine fuel oil blending Formulation optimization Sparse reward Soft actor-critic Reinforcement learning
- 基于近红外光谱的原油在线快评系统温度校正方法研究被引量：0收藏
- 作者：程安源 宋健 赵云蒙
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《2025中国自动化大会》 2025
- 关键词：红外光谱 一阶导数 光谱数据 基线校正 二阶导数 校正方法 系统温度
- 摘要：1研究背景和意义近红外光谱分析技术（Near-Infrared Spectroscopy, NIRS）在实际应用中面临一个重要的挑战,即光谱数据对温度变化的高度敏感性。由于近红外光谱属于分子振动光谱,温度改变时,样品内分...
- 船用燃料油的近红外光谱温度校正方法被引量：0收藏
- 作者：孙盖瑞 赵云蒙
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《2025中国自动化大会》 2025
- 关键词：红外光谱 基准温度 EPO DOP 温度校正 光谱数据 燃料油
- 摘要：1研究背景和意义近红外光谱技术因其快速、无损的优势,在石油化工领域中被广泛应用于过程分析与质量控制。对于船用燃料油这类复杂的多组分混合体系,近红外光谱技术同样能够实现对其关键理化性质的快速预测,其中密度是评估燃料油燃烧性...
- Abrasion-resistant wearable skins based on bilayered solid/liquid stretchable conductors被引量：0收藏
- 作者：Wang, Zejun Shi, Puyuan Li, Yixuan Liu, Ting Zhu, Boxiang Liu, Jiayi Deng, Zejun Wang, Yan Zhao, Yunmeng Xiao, Zhu Gong, Shu Cheng, Wenlong
- 机构：Cent South Univ;East China Univ Sci & Technol;UCL;Cent South Univ;Guangdong Technion Israel Inst Technol
- 来源：NATURE COMMUNICATIONS 2026
