成果/Result
- 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
- 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
- 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
- Modeling of the Co-Mn-Br catalyzed liquid phase oxidation of p-xylene to terephthalic acid and m-xylene to isophthalic acid被引量：14收藏
- 作者：Lyu, Quanming Dong, Jian He, Renchu Sun, Weizhen Zhao, Ling
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;XinJiang Univ
- 来源：CHEMICAL ENGINEERING SCIENCE 2021
- 关键词：Kinetic model Catalytic oxidation p-xylene m-xylene
- Knowledge-Assisted Dual-Stage Evolutionary Optimization of Large-Scale Crude Oil Scheduling被引量：11收藏
- 作者：Zhang, Wanting Du, Wei Yu, Guo He, Renchu Du, Wenli Jin, Yaochu
- 机构：East China Univ Sci & Technol;Nanjing Tech Univ;Qingyuan Innovat Lab;Westlake Univ
- 来源：IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2024
- 关键词：Evolutionary optimization heuristic rules large-scale crude oil scheduling local refinement
- 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
- Modified Hybrid Strategy Integrating Online Adjustable Oil Property Characterization and Data-Driven Robust Optimization under Uncertainty: Application in Gasoline Blending被引量：9收藏
- 作者：Long, Jian Jiang, Siyi Liu, Tianbo Wang, Kai He, Renchu Zhao, Liang
- 机构：East China Univ Sci & Technol;Sinopec Jinan Co;Shanghai Univ
- 来源：ENERGY & FUELS 2022
- 关键词：Forecasting - Gasoline - Infrared devices - Metadata - Optimization - Petroleum refining - Principal component analysis - Uncertainty analysis
- Closed-loop scheduling optimization strategy based on particle swarm optimization with niche technology and soft sensor method of attributes-applied to gasoline blending process被引量：8收藏
- 作者：Long, Jian Deng, Kai He, Renchu
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2023
- 关键词：Blend Optimization algorithm Neural networks Particle swarm optimization Mixed integer programming
- Efficient rolling horizon approach to a crude oil scheduling problem for marine-access refineries被引量：7收藏
- 作者：Yang, Yunning He, Renchu Yu, Guo Du, Wei Yang, Minglei Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2023
- 关键词：Crude oil scheduling Rolling horizon
- A Scenario-Based Chance-Constrained Program for GasolineBlending under Uncertainty被引量：7收藏
- 作者：Wang, Cong Zhong, Weimin He, Renchu Peng, Xin Zhao, Liang
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2022
- 关键词：Gasoline - Uncertainty analysis - Refining - Computer programming
- Data-driven worst case model predictive control algorithm for propylene distillation column under uncertainty of top composition被引量：5收藏
- 作者：He, Renchu Ju, Keshuai Zhao, Liang Long, Jian Yang, Minglei
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2023
- 关键词：Propylene distillation column Optimized control Robust model predictive control Data -driven robust optimization Uncertainty
- 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
- 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
- 'Data-driven crude oil scheduling optimization with a distributionally robust joint chance constraint under multiple uncertainties' (vol 171, 108156, 2023)被引量：0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
- Large-Scale Continuous-Time Crude Oil Scheduling: A Variable-Length Evolutionary Optimization Approach被引量：0收藏
- 作者：Zhang, Wanting Du, Wenli Du, Wei He, Renchu Jin, Yaochu
- 机构：East China Univ Sci & Technol;Westlake Univ
- 来源：IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2025
- 关键词：Large-scale crude oil scheduling continuous-time model variable-length representation evolutionary algorithm
- Multi-Objective Collaborative Optimization of Distillation Column Group Based on System Identification被引量：0收藏
- 作者：He, Renchu Ju, Keshuai Li, Linlin Long, Jian
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Sci & Technol Beijing
- 来源：PROCESSES 2023
- 关键词：multi-objective optimization ethylene propylene clustering distillation column group
