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任密蜂
職稱：副教授學曆：博士研究生
學科：控制科學與工程
人才稱号：山西省“三晉英才”支持計劃青年優秀人才
研究領域或方向：随機控制、深度學習
郵箱：renmifeng@126.com
  • 主講課程
  • 學術兼職
  • 學術論文
  • 主持項目
  • 著作
    《高等過程控制》
    《統計學原理與應用》
    《專業英語》
    IEEE會員
    中國自動化學會會員
    新能源控制學組會員
    1.    M. Ren, M. Gong, M. Lin, J. Zhang, Generalized Correntropy Predictive Control for Waste Heat Recovery Systems Based on Organic Rankine Cycle, IEEE ACCESS, 2019,7: 151587-151594（SCI 二區）
    2.    M. Ren, Q. Zhang, and J. Zhang, An introductory survey of probability density function control, Systems Science & Control Engineering, 2019, 7(1): 158-170 (ESCI)
    3.    L. Cheng, K. Wang, M. Ren, and G. Yan, Adaptive Filter Approach for GPS Multipath Estimation under Correntropy Criterion in Dynamic Multipath Environment, IEEE Trans. Signal Processing, DOI: 10.1109/TSP.2019.2946028, 5798-5810, 2019 （SCI二區）
    4.    X. Xu, Q. Chen, M. Ren*, L. Cheng, J. Xie, Combustion Optimization for Coal Fired Power Plant Boilers Based on Improved Distributed ELM and Distributed PSO, Energies, 2019, 12, 1036; doi:10.3390/en12061036 (SCI三區)
    5.    X. Xu, Y. Zhang, M. Ren*, J. Zhang, G. Yan, Generalized Correntropy Filter-Based Fault Diagnosis and Tolerant Control for Non-Gaussian Stochastic Systems Subject to Sensor Faults, IEEE Access, 2018 (6): 12598-12607 (SCI二區)
    6.    X. Xu, Y. Zhao, M. Ren*, SIP-Based Single Neuron Stochastic Predictive PID Control Algorithm for Non-Gaussian Networked Control System with Uncertain Metrology Delay, Entropy, 2018, 20 (7): 494 (SCI三區)
    7.    L. Cheng, K. Wang, M. Ren, X. Xu, Comprehensive Analysis of Multipath Estimation Algorithms in the Framework of Information Theoretic Learning, IEEE Access, 2018 (6): 5521-5530 (SCI二區)
    8.    J. Zhang, X. Tian, Z. Zhu, M. Ren, Data-Driven Superheating Control of Organic Rankine Cycle Processes, COMPLEXITY, 4154019, DOI: 10.1155/2018/4154019, 2018 (SCI二區)
    9.    L. Cheng, H. Yue, Y. Xing, M. Ren, Multipath Estimation Based on Modified epsilon-Constrained Rank-Based Differential Evolution With Minimum Error Entropy, IEEE Access, 2018(6): 61569-61582 (SCI二區)
    10.    M. Ren, T. Cheng, J. Chen, X. Xu, L. Cheng, Single Neuron Stochastic Predictive PID Control Algorithm for Nonlinear and Non-Gaussian Systems Using the Survival Information Potential Criterion, Entropy, 2016, 18(6), 218; doi:10.3390/e18060218 (SCI三區)
    11.    J. Zhang, J. Xiong, M. Ren*, Y. Shi, J. Xu, Filter-Based Fault Diagnosis of Wind Energy Conversion Systems Subject to Sensor Faults, Journal of Dynamic Systems, Measurement, and Control, 2016, 138, 061008-1~061008-10 (SCI四區)
    12.    J. Zhang, Y. Kuai, M. Ren, S. Zhou, M. Lin, Controller design for nonlinear and non-Gaussian multivariable systems based on survival information potential criterion, Journal of the Franklin Institute, 2016, 353(15), 3786-3798 (SCI二區)
    13.    J. Zhang, Y. Kuai, M. Ren, Z. Luo, M. Lin, Event-triggered distributed filtering for non-Gaussian systems over wireless sensor networks using survival information potential criterion, IET Control Theory & Applications, 2016, 10(13), 1524-1530 (SCI二區)
    14.    J. Zhang, S. Zhou, M. Ren, H. Yue, Adaptive neural network cascade control system with entropy-based design, IET Control Theory & Applications, 2016,10(10), 1151-1160 (SCI二區)
    15.    L. Cheng, M. Ren, G. Xie, Multipath Estimation Based on Centered Error Entropy Criterion for Non-Gaussian Noise, IEEE Access, 2016 (4): 9978-9986 (SCI二區)
    16.    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二區)
    17.    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二區)
    18.    M. Ren, D. Wu, J. Zhang , M. Jiang, Minimum entropy based cascade control for governing hydroelectric turbines, Entropy, 16(6), 2014: 3136-3148 (SCI三區)
    19.    M. Ren, J. Zhang, Y. Tian, and G. Hou, A Neural Network Controller for Variable-Speed Variable-Pitch Wind Energy Conversion Systems Using Generalized Minimum Entropy Criterion, Mathematical Problems in Engineering, vol. 2014, Article ID 412027, 9 pages, 2014. doi:10.1155/2014/412027 (SCI四區)
    20.    J. Zhang, M. Jiang, M. Ren, G. Hou and J. Xu, Improved single neuron controller for multivariable stochastic systems with non-Gaussianities and unmodeled dynamics, ISA Transactions, 52(6), 2013: 752-758 (SCI二區)
    21.    M. Ren, J. Zhang, F. Fang, G. Hou and J. Xu, Improved minimum entropy filtering for continuous nonlinear non-Gaussian systems using a generalized density evolution equation，Entropy, 15(7), 2013: 2510-2523 (SCI三區)
    22.    J. Zhang, M. Ren and H. Wang, Minimum entropy control for non-linear and non-Gaussian two-input and two-output dynamic stochastic systems, IET Control Theory & Applications, 6(15), 2012: 2434-2441(SCI二區)
    23.    M. Ren, J. Zhang, M. Jiang, Y. Tian and G. Hou, Statistical information based single neuron adaptive control for non-Gaussian stochastic systems, Entropy, 14(7), 2012: 1154-1164 (SCI三區)
    24.    J. Qiu, M. Ren*, Y. Niu, Y. Zhao and Y. Guo, Fault estimation for nonlinear dynamic systems, Circuits, Systems & Signal Processing, 31(2), 2012: 555-564 (SCI三區)
    25.    J. Zhang, L. Du, M. Ren and G. Hou, Minimum error entropy filter for fault detection of networked control systems, Entropy, 14(3), 2012: 505-516 (SCI三區)
    26.    J. Zhang, F. Zhang, M. Ren and G. Hou, Cascade control of superheated steam temperature with neural PID controller, ISA Transactions, 51(6), 2012: 778-785 (SCI二區)
    27.    J. Zhang, M. Ren, Y. Tian, G. Hou and F. Fang, Constrained stochastic distribution control for nonlinear stochastic systems with non-Gaussian noises, International Journal of Innovative Computing, Information and Control, 9(4), 2013:1759-1767(EI期刊)
    28.    J. Zhang, M. Ren, G. Hou and M. Yu, Design MIMO control systems with non-Gaussian delays and noises，ICIC Express Letters, 7(2), 2013: 417-422 (EI期刊) http://www.ijicic.org/el-7(2).htm
    29.    M. Ren, J. Zhang, J. Zhang and G. Hou, Minimum entropy incremental control for nonlinear stochastic systems with non-Gaussian disturbances and uncertain parameters, 2012 American Control Conference, June 27-29, Montreal, Quebec, Canada, 2012: 197-201 (EI會議)
    1.    中車永濟電機有限公司橫向項目：列車半實物仿真平台精度提升—建模中的關鍵技術（2020.10-2021.12    ），12萬，在研
    2.    山西省高等學校科技創新項目：多源信息融合下的鍋爐燃燒過程節能控制研究（2020.12~2022.12），2萬，在研
    3.    先進控制與裝備智能化山西省重點實驗室，基于深度學習的塑化材料紋理缺陷檢測方法研究（2019.11~2020.12），1.5萬，在研
    4.    國家自然科學基金青年基金項目：基于統計信息集的非高斯系統多目标優化控制及性能評估策略研究（2016.1~2018.12），23.7萬，結題
    5.    山西省自然科學基金：基于非高斯随機控制理論的鍋爐煙氣餘熱利用過程控制（2017.7~2019.12），2萬，結題
    6.    伟德 官网校基金：非高斯随機系統的多目标優化控制及性能評估（2015.1~2016.12），1萬，結題
    任密蜂，張建華，王宏，非高斯系統的控制及濾波，科學出版社，2016.07

 

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