成果/Result
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
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- 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
- 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
- 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
- Classification rule discovery with DE/QDE algorithm被引量：16收藏
- 作者：Su, Haijun Yang, Yupu Zhao, Liang
- 机构：Shanghai Jiao Tong Univ;E China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2010
- 关键词：Classification Quantum-inspired Differential evolution Data mining Continuous attribute
- Multi-objective optimization strategy for industrial catalytic cracking units: Kinetic model and enhanced SPEA-2 algorithm with economic, CO2, and SO2 emission considerations被引量：16收藏
- 作者：Wan, Lei Deng, Kai Li, Xiangyang Zhao, Liang Long, Jian
- 机构：East China Univ Sci & Technol;Sinopec Jinan Refining & Chem Co
- 来源：CHEMICAL ENGINEERING SCIENCE 2023
- 关键词：Catalytic cracking Reaction-regeneration model Path evolution operator Improved SPEA-2
- Data-driven multi-period modeling and optimization for the industrial steam system of large-scale refineries被引量：16收藏
- 作者：Xu, Tiantian Li, Tianyue Long, Jian Zhao, Liang Du, Wenli
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：CHEMICAL ENGINEERING SCIENCE 2023
- 关键词：Refinery steam system Mixed -integer non -linear programming Multi -period modeling Multi -level optimization CO 2 emission Uncertainty
- Diesel blending under property uncertainty: A data-driven robust optimization approach被引量：14收藏
- 作者：Long, Jian Jiang, Siyi He, Renchu Zhao, Liang
- 机构：East China Univ Sci & Technol
- 来源：FUEL 2021
- 关键词：Diesel blending Data driven robust optimization Robust kernel density estimation Principal component analysis Uncertainty set
- Fault detection in time-varying chemical process through incremental principal component analysis被引量：14收藏
- 作者：Gao, Yong Wang, Xin Wang, Zhenlei Zhao, Liang
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2016
- 关键词：Time-varying Slow ramp fault Incremental PCA Fault detection
- The integration of hybrid hydrogen networks for refinery and synthetic plant of chemicals被引量：14收藏
- 作者：Zhang, Qiao Yang, Yang Feng, Xiao Yang, Minbo Zhao, Liang
- 机构：Xi An Jiao Tong Univ;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 2021
- 关键词：Refinery Synthetic plant of chemicals Hybrid hydrogen network Resource conservation Emission reduction
- Simulation-based modeling and optimization for refinery hydrogen network integration with light hydrocarbon recovery被引量：12收藏
- 作者：Yang, Minbo Zeng, Siying Feng, Xiao Zhao, Liang
- 机构：Xi An Jiao Tong Univ;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF HYDROGEN ENERGY 2022
- 关键词：Hydrogen network integration Light hydrocarbon recovery Simulation-optimization method Genetic algorithm Total annualized cost
- Data-Driven Robust Optimization for Steam Systems in Ethylene Plants under Uncertainty被引量：12收藏
- 作者：Zhao, Liang Zhong, Weimin Du, Wenli
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：PROCESSES 2019
- 关键词：ethylene plant steam system data-driven robust optimization uncertainty
- Material and energy coupling systems optimization for large-scale industrial refinery with sustainable energy penetration under multiple uncertainties using two-stage stochastic programming被引量：11收藏
- 作者：Xu, Tiantian Long, Jian Zhao, Liang Du, Wenli
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：APPLIED ENERGY 2024
- 关键词：Refinery Integrated sustainable energy system Mixed-integer nonlinear programming Two-stage stochastic programming Uncertainty Greenhouse gas emission
- MINLP Model for Operational Optimization of LNG Terminals被引量：11收藏
- 作者：Ye, Zhencheng Mo, Xiaoyan Zhao, Liang
- 机构：East China Univ Sci & Technol
- 来源：PROCESSES 2021
- 关键词：LNG terminal operational optimization BOG compressor MINLP
- Refinery planning optimization based on smart predict-then-optimize method under exogenous price uncertainty被引量：11收藏
- 作者：Wang, Cong Peng, Xin Zhao, Liang Zhong, Weimin
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2024
- 关键词：Smart predict-then-optimize Refinery planning Temporal graph convolution network Price uncertainty
- Life cycle assessment and multi-objective optimization for industrial utility systems被引量：11收藏
- 作者：Li, Hanxiu Zhao, Liang
- 机构：East China Univ Sci & Technol
- 来源：ENERGY 2023
- 关键词：Industrial utility system Emission reduction Life cycle assessment Multi-objective optimization
