成果/Result
- Fruit fly optimization algorithm based on differential evolution and its application on gasification process operation optimization被引量：73收藏
- 作者：Niu, Jinwei Zhong, Weimin Liang, Yi Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2015
- 关键词：Fruit fly optimization algorithm Smell concentration judgment Differential evolution Coal gasification
- Short-chain branching distribution oriented model development for Borstar bimodal polyethylene process and its correlation with product performance of slow crack growth被引量：27收藏
- 作者：Tian, Zhou Chen, Ke-Ran Liu, Bo-Ping Luo, Na Du, Wen-Li Qian, Feng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2015
- 关键词：Modeling Catalytic ethylene polymerization Short-chain branching distribution Slow crack growth performance Structure-property relationship Bimodal polyethylene
- Dynamic optimization of chemical engineering problems using a control vector parameterization method with an iterative genetic algorithm被引量：25收藏
- 作者：Qian, Feng Sun, Fan Zhong, Weimin Luo, Na
- 机构：E China Univ Sci & Technol
- 来源：ENGINEERING OPTIMIZATION 2013
- 关键词：control vector parameterization iterative genetic algorithm dynamic optimization chemical engineering
- Control structure design of an industrial crude terephthalic acid hydropurification process with catalyst deactivation被引量：17收藏
- 作者：Li, Zhi Zhong, Weimin Wang, Xiaoqiang Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2016
- 关键词：Crude terephthalic acid Catalyst deactivation Integrated framework of simulation and heuristics Control structure design Economics
- Estimation of Mass-Transfer Efficiency for Industrial Distillation Columns被引量：16收藏
- 作者：Luo, Na Qian, Feng Ye, Zhen-Cheng Cheng, Hui Zhong, Wei-Min
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2012
- 关键词：Mass transfer - Multiobjective optimization - Estimation - Distillation columns
- Development of a Hybrid Model for Industrial Ethylene Oxide Reactor被引量：15收藏
- 作者：Luo, Na Du, Wenli Ye, Zhencheng Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2012
- 关键词：Ethylene - Forecasting
- Modeling and Simulation of Borstar Bimodal Polyethylene Process Based on a Rigorous PC-SAFT Equation of State Model被引量：15收藏
- 作者：Chen, Keran Tian, Zhou Luo, Na Liu, Boping
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2014
- 关键词：Chemical reactors - Polymerization - Equations of state - Polyethylenes - Fluid catalytic cracking - Phase equilibria - Residence time distribution - Industrial plants - Fluidized beds - Gases
- Dynamic modeling and control of industrial crude terephthalic acid hydropurification process被引量：5收藏
- 作者：Li, Zhi Zhong, Weimin Liu, Yang Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：KOREAN JOURNAL OF CHEMICAL ENGINEERING 2015
- 关键词：Terephthalic Acid Hydropurification Reaction Dynamic Modeling Multivariable Predictive Control DMC Plus
- Gaussian process assisted coevolutionary estimation of distribution algorithm for computationally expensive problems被引量：5收藏
- 作者：Luo Na Qian Feng Zhao Liang Zhong Wei-min
- 机构：E China Univ Sci & Technol
- 来源：JOURNAL OF CENTRAL SOUTH UNIVERSITY 2012
- 关键词：estimation of distribution algorithm fitness function modeling Gaussian process surrogate approach
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- Parameter estimation of industrial PET reactor using multi-objective kernel density estimation of distribution algorithm被引量：2收藏
- 作者：Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：ASIA-PACIFIC JOURNAL OF CHEMICAL ENGINEERING 2012
- 关键词：poly(ethylene terephthalate) estimation of distribution algorithm parameter estimation Pareto solution
- Using Stacked Auto-Encoder and Bi-Directional LSTM For Batch Process Quality Prediction被引量：2收藏
- 作者：Qi, Jiakang Luo, Na
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF CHEMICAL ENGINEERING OF JAPAN 2021
- 关键词：Batch Process Quality Prediction Stacked Auto-Encoder Long Short-Term Memory
- Decoding yeast transcriptional regulation via a data-and mechanism-driven distributed large-scale network model被引量：1收藏
- 作者：Fan, Xingcun Xiang, Guangming Liao, Wenbin Xiao, Luchi He, Siwei Luo, Na Lu, Hongzhong Yan, Xuefeng
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：SYNTHETIC AND SYSTEMS BIOTECHNOLOGY 2025
- 关键词：S. cerevisiae Distributed large-scale neural network TRN Mechanistic and data-driven Transfer learning
- An offline-to-online reinforcement learning framework with trajectory-guided exploration for industrial process control被引量：1收藏
- 作者：Chen, Jiyang Luo, Na
- 机构：Minist Educ;East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2025
- 关键词：Offline reinforcement learning Process optimization Expert knowledge integration Interactive imitation learning
- 基于agent和面向服务的化工过程自动化系统集成(英文)被引量：0收藏
- 作者：罗娜 钟伟民 万锋 叶贞成 钱锋
- 机构：E China Univ Sci & Technol
- 来源：《Chinese Journal of Chemical Engineering》 2015
- 关键词：面向服务 集成架构 化工过程 过程自动化 聚对苯二甲酸乙二醇酯 体系结构 过程控制系统 自动化系统
- 摘要：In reality, traditional process control system built upon centralized and hierarchical structures presents a w...
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- Safe offline-to-online reinforcement learning via execution-time risk-aware selection for industrial process control被引量：0收藏
- 作者：Chen, Jiyang Luo, Na
- 机构：Minist Educ;East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2026
- 关键词：Safe reinforcement learning Constrained Markov decision process Optimal operation Advanced process control
