成果/Result
- Parameters identification of photovoltaic models using self-adaptive teaching-learning-based optimization被引量：210收藏
- 作者：Yu, Kunjie Chen, Xu Wang, Xin Wang, Zhenlei
- 机构：East China Univ Sci & Technol;Jiangsu Univ;Shanghai Jiao Tong Univ
- 来源：ENERGY CONVERSION AND MANAGEMENT 2017
- 关键词：Photovoltaic model Parameter identification Teaching-learning-based optimization Learning strategy
- An improved teaching-learning-based optimization algorithm for numerical and engineering optimization problems被引量：120收藏
- 作者：Yu, Kunjie Wang, Xin Wang, Zhenlei
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：JOURNAL OF INTELLIGENT MANUFACTURING 2016
- 关键词：Improved teaching-learning-based optimization Differential evolution Chaotic perturbation Unconstrained optimization Constrained optimization
- 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
- Constrained optimization based on improved teaching-learning-based optimization algorithm被引量：47收藏
- 作者：Yu, Kunjie Wang, Xin Wang, Zhenlei
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：INFORMATION SCIENCES 2016
- 关键词：Teaching-learning-based optimization Constrained optimization Constraint handling Learning strategy
- Efficient cross-domain multi-factor authentication被引量：41收藏
- 作者：Li, Yongjiao Wang, Zhenlei Cao, Zhu
- 机构： East China University of Science and Technology; College of Electronics and Information Engineering; Tongji University
- 来源：IEEE Transactions on Consumer Electronics 2026
- 关键词：Authentication - Authentication Protocol - Biometrics - Information hiding - Network security
- Self-adaptive multi-objective teaching-learning-based optimization and its application in ethylene cracking furnace operation optimization被引量：40收藏
- 作者：Yu, Kunjie Wang, Xin Wang, Zhenlei
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2015
- 关键词：Multi-objective optimization Teaching-learning-based optimization Cracking furnace Operation optimization
- Multiple learning particle swarm optimization with space transformation perturbation and its application in ethylene cracking furnace optimization被引量：38收藏
- 作者：Yu, Kunjie Wang, Xin Wang, Zhenlei
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2016
- 关键词：Particle swarm optimization Learning strategy Space transformation Ethylene cracking furnace
- A novel improved grey Wolf optimization algorithm for numerical optimization and PID controller design被引量：33收藏
- 作者：Zhang, Tao Wang, Xin Wang, Zhenlei
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Center of Electrical Electronic Technology
- 来源：Proceedings of 2018 IEEE 7th Data Driven Control and Learning Systems Conference, DDCLS 2018 2018
- 关键词：Proportional control systems - Biomimetics - Controllers - Electric control equipment - Three term control systems
- Cyclic scheduling for an ethylene cracking furnace system using diversity learning teaching-learning-based optimization被引量：29收藏
- 作者：Yu, Kunjie While, Lyndon Reynolds, Mark Wang, Xin Wang, Zhenlei
- 机构：East China Univ Sci & Technol;Univ Western Australia;Shanghai Jiao Tong Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2017
- 关键词：Ethylene cracking furnace Cyclic scheduling Teaching-learning-based optimization
- 一种基于多模型切换的阶梯式广义预测控制算法被引量：27收藏
- 作者：李小田 王昕 王振雷 钱锋
- 机构：化工过程先进控制和优化技术教育部重点实验室(华东理工大学);上海交通大学电工与电子技术中心
- 来源：《化工学报》 2012
- 关键词：多模型 阶梯式控制 广义预测控制 自适应
- 摘要：针对一类模型参数突变的系统,提出一种基于多模型切换的阶梯式广义预测控制算法。采用多个固定模型、一个常规自适应模型和一个可重新赋初值的自适应模型并行辨识系统的动态特性。多个固定模型可以提高系统的暂态性能,常规自适应模型可以...
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- 基于反馈的精英教学优化算法被引量：27收藏
- 作者：于坤杰 王昕 王振雷
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室;上海交通大学电工与电子技术中心
- 来源：《自动化学报》 2014
- 关键词：进化算法 精英教学优化算法 反馈 函数优化
- 摘要：精英教学优化算法(Elitist teaching-learning-based optimization,ETLBO)是一种基于实际班级教学过程的新型优化算法.本文针对ETLBO算法寻优精度低、稳定性差的问题,提出了反...
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- 基于模糊核聚类的乙烯裂解深度DE-LSSVM多模型建模被引量：23收藏
- 作者：陈贵华 王昕 王振雷 钱锋
- 机构：化工过程先进控制和优化技术教育部重点实验室(华东理工大学);上海交通大学电工与电子技术中心
- 来源：《化工学报》 2012
- 关键词：乙烯裂解深度 模糊核聚类 最小二乘支持向量机 多模型建模
- 摘要：乙烯裂解深度的建模与控制对于裂解炉的实时优化具有重要意义。针对石脑油原料组分复杂、油品特性波动大等状况,采用模糊核聚类对石脑油数据库进行最优划分,建立最小二乘支持向量机的多模型,对于最小二乘支持向量机中模型的参数选取,利...
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- 基于LTSA的FS-SVDD方法及其在化工过程监控中的应用被引量：23收藏
- 作者：张少捷 王振雷 钱锋
- 机构：华东理工大学化工过程先进控制与优化技术教育部重点实验室
- 来源：《化工学报》 2010
- 关键词：SVDD 特征样本 LTSA 过程监控
- 摘要：基于支持向量数据描述(SVDD)方法的非高斯过程监控和故障诊断具有众多优点。然而在对SVDD离线建模时需要在整个训练样本集上操作,对大样本集计算量相当大,也不利于在线操作时模型的更新。对此提出一种基于特征样本的SVDD(...
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- 一种基于D-S和ARIMA的多模型软测量方法被引量：22收藏
- 作者：王振雷 唐苦 王昕
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室;上海交通大学电工与电子技术中心
- 来源：《控制与决策》 2014
- 关键词：证据理论合成规则 差分自回归滑动平均模型 数据融合 多模型 软测量
- 摘要：针对传统软测量方法存在的预测性能差、融合能力低等缺点,提出一种基于证据理论(D-S)合成规则和差分自回归滑动平均(ARIMA)模型的多模型软测量方法.首先利用自适应模糊核聚类方法和最小二乘支持向量机建立多个子模型;然后利...
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- Molecular characterization of petroleum fractions using state space representation and its application for predicting naphtha pyrolysis product distributions被引量：22收藏
- 作者：Mei, Hua Cheng, Hui Wang, Zhenlei Li, Jinlong
- 机构：East China Univ Sci & Technol;Univ Alberta
- 来源：CHEMICAL ENGINEERING SCIENCE 2017
- 关键词：Molecular characterization State space representation Basis fractions Non-negative matrix factorization (NMF) Naphtha pyrolysis prediction
- Multiple Model Adaptive Control for a Class of Linear-Bounded Nonlinear Systems被引量：21收藏
- 作者：Huang, Miao Wang, Xin Wang, Zhenlei
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2015
- 关键词：Adaptive controller linear-bounded multiple models nonlinear system
- Control performance assessment of multivariable system based on multi-time-variant-disturbances mixing GMV method被引量：21收藏
- 作者：Du, Yupeng Wang, Zhenlei Wang, Xin
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Center of Electrical and Electronic Technology
- 来源：Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017 2017
- A Multi-Strategy Gravitational Search Algorithm for Solving the Optimal Power Flow Problem被引量：20收藏
- 作者：Liang, Ziyuan Wang, Zhenlei
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：Chinese Control Conference, CCC 2025
- 关键词：Computation theory - Evolutionary algorithms - Optimization - Problem solving
- Event-Triggered Disturbance Rejection Control for Interconnected System Based on Decentralized Extended State Observer被引量：20收藏
- 作者：Que, Xuejie Su, Guanghao Wang, Zhenlei
- 机构： School of Information Science and Engineering; Engineering Research Center of Process System Engineering
- 来源：Proceedings of the IEEE International Conference on Industrial Technology 2025
- 关键词：Decentralized control - Discrete event simulation - State estimation
- Multiple models robust adaptive control with reduced model被引量：20收藏
- 作者：Liu, Jiazhen Wang, Zhenlei Wang, Xin Wang, Dahai Qian, Feng
- 机构： East China University of Science and Technology; Key Laboratory of Advanced Control and Optimization for Chemical Processes; Center of Electrical and Electronic Engineering
- 来源：2010 8th IEEE International Conference on Control and Automation, ICCA 2010 2010
- 关键词：Adaptive control systems
- Event Triggered Fractional-Order Distributed Kalman Filtering with Random Deception Attacks被引量：18收藏
- 作者：Mu, Yantong Wang, ZhenLei
- 机构： East China University of Science and Technology; East China University of Science and Technology
- 来源：Proceedings of the IEEE International Conference on Industrial Technology 2025
- Data-driven online operating performance assessment for multi-datasets multivariable industrial processes被引量：18收藏
- 作者：Du, Yupeng Wang, Zhenlei Wang, Xin
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Center of Electrical and Electronic Technology
- 来源：Chemical Engineering Transactions 2017
- 关键词：Chemical operations
- A Hybrid Algorithm Based on Differential Evolution and Group Search Optimization and Its Application on Ethylene Cracking Furnace被引量：18收藏
- 作者：Nian Xiaoyu Wang Zhenlei Qian Feng
- 机构：E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2013
- 关键词：group search optimization differential evolution ethylene and propylene yields cracking furnace
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- Unsupervised Learning-based Robust Optimization under Disjunctive Uncertainties被引量：17收藏
- 作者：Du, Chenge Wang, Zhenlei
- 机构： East China University of Science and Technology; East China University of Science and Technology
- 来源：2023 5th International Conference on Industrial Artificial Intelligence, IAI 2023 2023
- 关键词：Numerical methods - Optimization - Uncertainty analysis - Unsupervised learning
- Machine learning-based data-driven robust optimization approach under uncertainty被引量：17收藏
- 作者：Zhang, Chenhan Wang, Zhenlei Wang, Xin
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：JOURNAL OF PROCESS CONTROL 2022
- 关键词：Machine learning Data-driven robust optimization Partial least squares Kernel principal component analysis Scheduling problem
- Molecular-Based Bayesian Regression Model of Petroleum Fractions被引量：17收藏
- 作者：Mei, Hua Wang, Zhenlei Huang, Biao
- 机构：East China Univ Sci & Technol;Univ Alberta
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2017
- 关键词：Linear regression - Hydrocarbons
- 基于证据合成规则的多模型软测量被引量：15收藏
- 作者：唐苦 王昕 王振雷
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室;上海交通大学电工与电子技术中心
- 来源：《控制理论与应用》 2014
- 关键词：证据合成规则 多模型 数据融合 仿射传播聚类 软测量
- 摘要：针对传统软测量方法存在的预测性能差、融合能力低和适应性不强等缺点,本文提出了一种基于证据(D–S)合成规则的多模型软测量方法.首先,利用仿射传播(AP)聚类方法和最小二乘支持向量机(LS–SVM)建立多个子模型;然后,利...
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- Outlet Temperature Correlation and Prediction of Transfer Line Exchanger in an Industrial Steam Ethylene Cracking Process被引量：15收藏
- 作者：Jin Yangkun Li Jinlong Du Wenli Wang Zhenlei Qian Feng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2013
- 关键词：transfer line exchanger outlet temperature parametric model steam ethylene cracking
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- Reduced-order multiple models robust direct adaptive control of non-minimum phase system被引量：15收藏
- 作者：Liu, J.-Z. Wang, Z.-L. Wang, Xin Wang, D.-H. Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Center of Electrical and Electronic Engineering
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2010
- 关键词：Adaptive control systems - Dead zones - Parameter estimation
- 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
