- Large-scale industrial energy systems optimization under uncertainty: A data-driven robust optimization approach被引量：111收藏
- 作者：Shen, Feifei Zhao, Liang Du, Wenli Zhong, Weimin Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：APPLIED ENERGY 2020
- 关键词：Large-scale industrial energy systems Uncertainty Data-driven robust optimization Operational optimization Mixed-integer non-linear programming
- 质疑
- Automatically extracting T-S fuzzy models using cooperative random learning particle swarm optimization被引量：74收藏
- 作者：Zhao, Liang Qian, Feng Yang, Yupu Zeng, Yong Su, Haijun
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：APPLIED SOFT COMPUTING 2010
- 关键词：Particle swarm optimization Cooperative random learning particle swarm optimization Extracting T-S fuzzy model Fuzzy modeling
- 质疑
- Uncertainty analysis of NOx and CO emissions in industrial ethylene cracking furnace using high-precision sparse polynomial chaos expansion被引量：61收藏
- 作者：Hu, Guihua Xu, Linghong Zhao, Liang Du, Wenli Qian, Feng
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：Combustion Science and Technology 2022
- 关键词：Computational fluid dynamics - Ethylene - Expansion - Industrial emissions - Nitrogen oxides - Pollution - Probability distributions - Sensitivity analysis
- 质疑
- Large-Scale Material and Energy Coupling Systems Optimization for Industrial Refinery with Sustainable Energy Penetration Under Multiple Uncertainties Using Two-Stage Stochastic Programming被引量：54收藏
- 作者：Xu, Tiantian Long, Jian Zhao, Liang Du, Wenli
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; State Key Laboratory of Chemical Engineering
- 来源：SSRN 2023
- 关键词：Energy conservation - Energy utilization - Gas emissions - Gaussian distribution - Greenhouse gases - Integer programming - Nonlinear programming - Solar power generation - Stochastic systems - Wind
- 质疑
- Multiobjective optimization of ethylene cracking furnace system using self-adaptive multiobjective teaching-learning-based optimization被引量：50收藏
- 作者：Yu, Kunjie While, Lyndon Reynolds, Mark Wang, Xin Liang, J. J. Zhao, Liang Wang, Zhenlei
- 机构：East China Univ Sci & Technol;Univ Western Australia;Zhengzhou Univ;Shanghai Jiao Tong Univ
- 来源：ENERGY 2018
- 关键词：Ethylene cracking furnace Product yield Fuel consumption Multiobjective optimization Itaching-learning-based optimization
- 质疑
- Two-Stage Stochastic Programming for Multi-Objective Optimization of Sustainable Utility Systems Integrating with Combined Heat and Power Units被引量：48收藏
- 作者：Yang, Kangyuan Wang, Qipeng Zhao, Liang
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Engineering Research Center of Process System Engineering
- 来源：SSRN 2023
- 关键词：Carbon dioxide - Intelligent systems - Monte Carlo methods - Multiobjective optimization - Natural resources - Probability density function - Stochastic models - Stochastic programming - Stochastic systems - Wind
- 质疑
- A Risk-Averse Just-In-Time Scheme for Learning-Based Operation of Microgrids with Coupled Electricity-Hydrogen-Ammonia under Uncertainties被引量：47收藏
- 作者：Li, Longyan Ning, Chao Pan, Guangsheng Zhang, Leiqi Gu, Wei Zhao, Liang Du, Wenli Shahidehpour, Mohammad
- 机构： Department of Automation; Key Laboratory of System Control and Information Processing; School of Electrical Engineering; Zhejiang Key Laboratory of Distributed Generations and Microgrid Technology; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2024
- 关键词：Digital storage - Hydrogen storage - Microgrids - Nonlinear programming - Time switches
- 质疑
- Operational optimization of industrial steam systems under uncertainty using data-Driven adaptive robust optimization被引量：45收藏
- 作者：Zhao, Liang Ning, Chao You, Fengqi
- 机构：East China Univ Sci & Technol;Cornell Univ
- 来源：AICHE JOURNAL 2019
- 关键词：industrial steam system operational optimization big data adaptive robust optimization uncertainty
- 质疑
- A data-approach for industrial utility systems optimization under uncertainty被引量：45收藏
- 作者：Zhao, Liang You, Fengqi
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Process; Robert Frederick Smith School of Chemical and Biomolecular Engineering
- 来源：Energy 2019
- 关键词：Nonlinear programming - Economic and social effects - Integer programming - Industrial plants - Uncertainty analysis
- 质疑
- Data-driven adaptive robust optimization for energy systems in ethylene plant under demand uncertainty被引量：41收藏
- 作者：Shen, Feifei Zhao, Liang Wang, Meihong Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Sheffield
- 来源：APPLIED ENERGY 2022
- 关键词：Energy systems Industrial big data Machine learning Uncertainty Adaptive robust optimization
- 质疑
- A data-driven approach for industrial utility systems optimization under uncertainty被引量：39收藏
- 作者：Zhao, Liang You, Fengqi
- 机构：East China Univ Sci & Technol;Cornell Univ
- 来源：ENERGY 2019
- 关键词：Industrial utility system Energy optimization Historical data Robust optimization Uncertainty
- 质疑
- Modeling and Optimization of a Steam System in a Chemical Plant Containing Multiple Direct Drive Steam Turbines被引量：38收藏
- 作者：Li, Zeqiu Du, Wenli Zhao, Liang Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2014
- 关键词：Nonlinear programming - Digital storage - Ethylene - Chemical plants - Steam - Integer programming
- 质疑
- Data-Driven Stochastic Robust Optimization for Industrial Energy System Considering Renewable Energy Penetration被引量：32收藏
- 作者：Shen, Feifei Zhao, Liang Du, Wenli Zhong, Weimin Peng, Xin Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：ACS SUSTAINABLE CHEMISTRY & ENGINEERING 2022
- 关键词：industrial energy system stochastic robust optimization machine learning renewable energy uncertainty multiobjective optimization
- 质疑
- Data-driven robust optimization for crude oil blending under uncertainty被引量：30收藏
- 作者：Dai, Xin Wang, Xiaoqiang He, Renchu Du, Wenli Zhong, Weimin Zhao, Liang Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2020
- 关键词：Crude oil blending Blending effect Uncertainty Data-driven robust optimization
- 质疑
- Tuning the structure and parameters of a neural network using cooperative binary-real particle swarm optimization被引量：30收藏
- 作者：Zhao, Liang Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2011
- 关键词：Particle swarm optimization Neural network Cooperative
- 质疑
- A deep learning-based robust optimization approach for refinery planning under uncertainty被引量：29收藏
- 作者：Wang, Cong Peng, Xin Shang, Chao Fan, Chen Zhao, Liang Zhong, Weimin
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Tongji Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2021
- 关键词：Refinery planning Robust optimization Deep learning Price uncertainty Data-driven
- 质疑
- Hybrid model of a cement rotary kiln using an improved attention-based recurrent neural network被引量：29收藏
- 作者：Zheng, Jinquan Zhao, Liang Du, Wenli
- 机构：East China Univ Sci & Technol;Tongji Univ;Box 293
- 来源：ISA TRANSACTIONS 2022
- 关键词：Hybrid model Rotary kiln Attention mechanism Recurrent neural network
- 质疑
- CBOWRA: A representation learning approach for medication anomaly detection被引量：29收藏
- 作者：Zhao, Liang Ma, Zhiyuan Zhou, Yangming Wang, Kai Liu, Shengping Gao, Ju Du, Wen
- 机构： School of Information Science and Engineering; Unisound; Shuguang Hospital Affiliated; DS Information Technology Co.
- 来源：arXiv 2019
- 关键词：Anomaly detection - Clinical research - Diagnosis - E-learning - eHealth - Errors - Hospitals - Machine learning - Medical computing - Semantics
- 质疑
- 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
- 质疑
- Comparative life cycle environmental, exergteic, and economic assessment of three hydrocarbon-based ethylene production routes被引量：27收藏
- 作者：Ye, Zhencheng Han, Xiao Hu, Guihua Zhao, Liang
- 机构：East China Univ Sci & Technol
- 来源：FUEL 2023
- 关键词：Life cycle assessment Exergetic life cycle assessment Life cycle costing Hydrocarbon-based ethylene production High-quality development
- 质疑
- On evaluating web-scale extracted knowledge bases in a comparative way被引量：25收藏
- 作者：Ruan, Tong Zhao, Liang Li, Yang Wang, Haofen Dong, Xu
- 机构： Department of Computer Science and Engineering; Department of Computer Science and Engineering; Department of Computer Science and Engineering; Department of Computer Science and Engineering; Department of Computer Science and Engineering
- 来源：International Journal on Semantic Web and Information Systems 2018
- 关键词：Linked data - Open Data
- 质疑
- Multiple Multiplicative Neurons Model for Time Series Prediction被引量：22收藏
- 作者：Guo, Shiyu Sun, Liang Li, Hanxiu Zhao, Liang
- 机构： East China University of Science and Technology; Qingyuan Innovation Laboratory
- 来源：Proceedings - 2024 4th International Conference on Industrial Automation, Robotics and Control Engineering, IARCE 2024 2024
- 关键词：Backpropagation - Feedforward neural networks - Neural network models - Neurons - Population statistics - Prediction models - Stochastic models - Stochastic systems - Time series
- 质疑
- Modeling and Optimization of the Steam Turbine Network of an Ethylene Plant被引量：21收藏
- 作者：Li Zeqiu Zhao Liang Du Wenli Qian Feng
- 机构：E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2013
- 关键词：hybrid model steam turbine network utility system economic objective
- 下载全文在线阅读质疑
- Multi-objective optimization of steam system based on GPU acceleration被引量：21收藏
- 作者：Zhao, Liang Ye, Zhencheng Du, Wenli
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：[1] Key Laboratory of Advanced Control and Optimization for Chemical Processes, East China University of Science and Technology, Shanghai, 200237, China 2018
- 关键词：Computer graphics - Multiobjective optimization - Computer graphics equipment - Energy utilization - Program processors - Fossil fuels - Operating costs - Steam - Evolutionary algorithms - Pareto principle
- 质疑
- Data-Driven Robust Optimization for Industrial Utility System Integrating Wind and Solar Energies被引量：20收藏
- 作者：Huang, Liqian Zheng, Xuechun Wang, Pengyu Wang, Wenkai Zhang, Yaowei Li, Renjie Wang, Qipeng Zhao, Liang
- 机构： School of Information Science and Engineering; School of Materials Science and Engineering; East China University of Science and Technology
- 来源：Proceedings - 2023 China Automation Congress, CAC 2023 2023
- 关键词：Budget control - Carbon - Chemical industry - Chemical plants - Digital storage - Greenhouse gases - Multiobjective optimization - Wind power
- 质疑
- Data-Driven Modeling and Cyclic Scheduling for Ethylene Cracking Furnace System with Inventory Constraints被引量：19收藏
- 作者：Lin, Xinwei Zhao, Liang Du, Wenli He, Wangli Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2021
- 关键词：Fuels - Tanks (containers) - Computer software - Scheduling - Furnaces - Regression analysis
- 质疑
- Data-driven two-stage stochastic programming for utility system optimization under uncertainty被引量：18收藏
- 作者：Ma, Guofu Zhao, Liang
- 机构： East China University of Science and Technology
- 来源：4th International Conference on Industrial Artificial Intelligence, IAI 2022 2022
- 关键词：Statistics - Stochastic programming - Stochastic systems
- 质疑
- Two-Stage Stochastic Programming for Sustainable Utility Systems Optimization with Energy Storage被引量：17收藏
- 作者：Yang, Kangyuan Zhao, Liang Liang, Chen
- 机构： East China University Of Science And Technology
- 来源：Proceedings of the 36th Chinese Control and Decision Conference, CCDC 2024 2024
- 关键词：Carbon dioxide - Digital storage - Energy storage - Global warming - Industrial emissions - Integer programming - Stochastic systems
- 质疑
- 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
- 质疑
- Sustainable Retrofit of Industrial Utility System Using Life Cycle Assessment and Two-Stage Stochastic Programming被引量：17收藏
- 作者：Wang, Qipeng Han, Xiao Zhao, Liang Ye, Zhencheng
- 机构：East China Univ Sci & Technol
- 来源：ACS SUSTAINABLE CHEMISTRY & ENGINEERING 2022
- 关键词：Industrial utility system Renewable energy Life cycle assessment Two-stage stochastic optimization Multiobjective optimization Uncertainty
- 质疑
