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任密蜂
职称:副教授学历:博士研究生
学科:控制科学与工程
人才称号:山西省“三晋英才”支持计划青年优秀人才
研究领域或方向:复杂系统建模与智能控制 储能系统控制
邮箱:renmifeng@126.com
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    本科生:自动控制理论、现代控制理论基础
    硕士生:统计学理论与应用
    博士生:非线性系统理论
    IEEE会员
    中国自动化学会会员
    新能源控制学组会员
    (1)Mifeng Ren, Meijun Guo, Junghui Chen, Peng Shi and Jianhua Zhang, Fast two-layer nonlinear economic predictive control using machine learning for ORC systems with non-Gaussian disturbances, Chemical Engineering Science, 2024,285: 119552 (SCI 二区)
    (2)Meijun Guo, Mifeng Ren*, Wenjie Zhang, Zhile Yang and Junghui Chen, Two-layer dynamic economic nonlinear model predictive control for a Lithium-ion battery charge process with random disturbances, The Canadian Journal of Chemical Engineering, 2024,102(10): 3504-3513 (SCI 四区)
    (3)Mifeng Ren, Yan Liang, Junghui Chen, Xinying Xu and Lan Cheng, Fault detection for NOx emission process in thermal power plants using SIP-PCA, ISA Transactions, 2023, 140: 46-54 (SCI 二区Top)
    (4)XiangfeiLiu, Mifeng Ren*, Zhile Yang,Gaowei Yan, Yuanjun Guo, Lan Cheng, Chengke Wu, A multi-step predictive deep reinforcement learning algorithm for HVAC control systems in smart buildings, Energy, 2022, 259: 124857 (SCI 一区Top)
    (5)Mifeng Ren, Xiangfei Liu, Zhile Yang, Jianhua Zhang, Yuanjun Guo, Yanbing Jia, A novel forecasting based scheduling method for household energy management system based on deep reinforcement learning, Sustainable Cities and Society, 2022, 76: 103207 (SCI 一区Top)
    (6)Mifeng Ren, Wen Zhang, Junghui Chen, Peng Shi and Gaowei Yan, Performance assessment for non-Gaussian systems by minimum entropy control and dynamic data reconciliation, Journal of the Franklin Institute, 2022, 359(8): 3930-3950 (SCI 三区)
    (7)任密蜂,王家辉,叶泽甫,朱竹军,阎高伟, 一种适用于单/多光伏电站的迁移超短期光伏预测建模框架, 太阳能学报, 2024, 45 (06): 359-367
    (8)Mifeng Ren, Junghui Chen, Peng Shi*, Gaowei Yan, Lan Cheng, Statistical information based two-layer model predictive control with dynamic economy and control performance for non-Gaussian stochastic process, Journal of the Franklin Institute, 2021, 358(4): 2279-2300(SCI 三区)
    (9)M. Ren, J. Zhang, M. Jiang, M. Yu and J. Xu, Minimum (h,hpi)-entropy control for non-Gaussian stochastic networked control systems and its application to a networked DC motor control system, IEEE Transactions on Control Systems and Technology, 23(1),2015: 406-411 (SCI二区)
    (10)M. Ren, J. Zhang and H. Wang, Minimized tracking error randomness control for nonlinear multivariate and non-Gaussian systems using the generalized density evolution equation, IEEE Transactions on Automatic Control, 59(9), 2014: 2486-2490 (SCI一区 Top)
    (1)山西省自然科学基金项目:基于多步预测深度强化学习的风光储混合系统控制方法研究(2022.01-2024.12),8万元,在研。
    (2)企业委托项目:核电厂汽轮发电机组主辅机振动智能诊断模块应用算法研究,(2021.3-2022.12),40.31万元,结题。
    (3)企业委托项目:列车半实物仿真平台精度提升—建模中的关键技术,(2020.10-2021.12),12万元,结题。
    (4)山西省自然科学基金项目:基于非高斯随机控制理论的锅炉烟气余热利用过程控制,(2017.7~2019.12),2万元,结题。
    (5)国家自然科学基金青年基金项目:基于统计信息集的非高斯系统多目标优化控制及性能评估策略研究,(2016.1~2018.12),23.7万元,结题
     
    (1)任密蜂,张建华,王宏,非高斯系统的控制及滤波,科学出版社,2016.07
    (2)计算机仿真技术与CAD-基于MATLAB的控制系统(第5版),十二五国家级规划教材,电子工业出版社,2022.01,参编
    (3)自动控制原理,电子工业出版社,2024.02,参编
     
     

 

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