陈伟锋科研成果

个人简介 陈伟锋，博士，教授，博导。2011年毕业于浙江大学控制科学与工程专业，获博士学位，同年进入浙江工业大学信息工程学院工作，历任讲师、副教授、教授。2015-2016年以及2019-2020年赴卡内基梅隆大学访学。研究方向为工业智能与优化控制。近五年主持国家自然基金面上项目1项，国家重点研发计划子课题1项。现为Journal of Process Control期刊编委。 教学与课程 育人成果 科研项目 基于在线红外光谱的反应动力学参数估计理论和方法. 国家自然科学基金面上项目, 67万, 2019.01-2022.12, 主持。高端定制化聚合物生产过程精细建模与质量优化. 国家重点研发计划(子课题), 50万, 2018.05-2021.06, 主持。 科研成果 Weifeng Chen, Baojia Wang, Lorenz T. Biegler.  Parameter estimation with improved model prediction for over-parametrized nonlinear systems. Computers and Chemical Engineering, 2021, 157: 107601.Weifeng Chen, Lorenz T. Biegler. Reduced Hessian based parameter selection and estimation with simultaneous collocation approach. AIChE Journal, 2020, 66(7): e16242.Weifeng Chen, Lorenz T. Biegler. Near‐optimal time series sampling based on the reduced Hessian. AIChE Journal, 2020, 66(7): e16248.Christina Schenk, Michael Short, Jose S. Rodriguez, David M. Thierry, Lorenz T. Biegler, Salvador García-Muñoz, Weifeng Chen. Introducing KIPET: A novel open-source software package for kinetic parameter estimation from experimental datasets including spectra. Computers & Chemical Engineering, 2020, 134: 106716.Michael Short, Lorenz T. Biegler, Salvador García-Muñoz, Weifeng Chen. Estimating variances and kinetic parameters from spectra across multiple datasets using KIPET. Chemometrics and Intelligent Laboratory Systems, 2020, 203: 104012.Weifeng Chen, Yinyin Ren, Guijun Zhang, Lorenz T. Biegler. A simultaneous approach for singular optimal control based on partial moving grid. AIChE Journal, 2019, 65(6): e16584. Weifeng Chen, Lorenz T. Biegler, Salvador García-Muñoz. A unified framework for kinetic parameter estimation based on spectroscopic data with or without unwanted contributions. Industrial & Engineering Chemistry Research, 2019, 58(30): 13651-13663.Weifeng Chen, Lorenz T. Biegler, Salvador García-Muñoz. Kinetic parameter estimation based on spectroscopic data with unknown absorbing species. AIChE Journal, 2018, 64(10): 3595- 3613.Weifeng Chen, Lorenz T. Biegler, Salvador García-Muñoz. An approach for simultaneous estimation of reaction kinetics and curve resolution from process and spectral Data. Journal of Chemometrics, 2016, 30(9): 506-522.Weifeng Chen, Lorenz T. Biegler. Nested direct transcription optimization for singular optimal control problems. AIChE Journal, 2016, 62(10): 3611~3627.Weifeng Chen, Jinyin Chen, Zhijiang Shao, Lorenz T. Biegler. Three-dimensional aircraft conflict resolution based on smoothing methods, Journal of Guidance, Control, and Dynamics. 2016, 39(7): 1481~1490. 社会服务 2019.01-至今，Journal of Process Control，Associate Editor