张侃健，1972年7月，东南大学自动化学院教授，博导。2000年于东南大学自动化所获工学博士学位，2008年晋升为教授。2003年6月至2004年8月于香港科技大学电气与电子工程系访问研究。2011年3月至2012年2月于美国乔治亚理工学院电气与计算机工程系访问研究。主要从事非线性系统优化设计、复杂系统故障预测诊断与运维、光伏系统智慧运维、工业物联网应用等相关技术研究。在Automatica等国际期刊发表论文SCI论文80余篇, 出版著作1本, 负责和参与完成科研项目30余项, 其中负责完成国家自然科学基金3项, 在研国家自然基金1项，参与完成国家重大科学工程项目1项，国家863项目1项，自然基金重点项目1项。获2006年江苏省科技进步自然科学类一等奖。

1997.5至2000.5，东南大学，自动化所，博士，导师：冯纯伯

1994.9至1997.5，东南大学，自动化所，硕士，导师：冯纯伯

1990.9至1994.7，南开大学，数学系，本科

2008.5至现在，东南大学，自动化学院，教授

2011.3至2012.3，美国乔治亚理工，电气与计算机工程，访问学者(Yorai Wardi 教授和Magnus Egerstedt 教授团队)

2002.5至2008.5，东南大学，自动化学院副教授

2003.6至2004.8，香港科技大学，电气与电子工程系，访问学者(曹希仁教授团队)

2000.5至2002.5，东南大学，自动化学院讲师

张侃健(4/7), 复杂动态系统及非线性系统的分析与鲁棒控制江苏省科技进步奖,中华人民共和国国家教育部, 自然科学, 省部一等奖, 2006 (冯纯伯; 郭雷; 费树岷;张侃健; 孙长银; 宋士吉; 吴凌尧)

自动控制原理II（48学时3学分）

现代控制设计（32学时2学分）

线性系统理论（54学时3学分）

H无穷控制设计（36学时2学分）

1.国家自然科学基金面上项目，6508007355，极地光伏油机混合供电系统的故障诊断与协同优化，59万元，2020-1至2023-12, 在研，主持

2.企事业单位合作项目（中海油），8508008365，非常规气集输站安全生产智能巡检系统研究及应用服务，88.65万元，2020-8至2022-8,在研，主持

3.企事业单位合作项目（天津电力），8508008361，分布式光伏系统智慧运维技术，625万元，2020-7至2022-7,在研，主持

4.国家自然科学基金面上项目，61374006，南极科考支撑平台发电机组的故障预测与优化切换控制，2014-01至2017-12，60 万元，已结题，主持

5.横向技装项目（军工合作），890800xxxx，射频电路诊断测试程序集开发系列（7 个子项目），2015-07至2017-08，140 万元，已结题，主持

6.国家自然科学基金面上项目，60874030，非线性随机动态系统基于性能势的最优控制设计，2009-01至2012-12，28 万元，已结题，主持

7.国家自然科学基金项目，60404006，基于无源性理论的非线性系统控制设计，2005-01至2008-12，24 万元，已结题，主持

8.上海市重点研发项目，7908000013，南极无人智能化科学观测站自主运行技术研究，2020-11至2022-11，65万元，在研，参加（方仕雄主持）

9.国家自然科学基金重大项目，11190015，极端台址环境下独立能源控制支撑系统的特性研究，2012-01至2016-12，190 万元，已结题，参加（陈永平主持）

10.国家自然科学基金面上项目，60875035，前馈神经网络的奇异学习动态研究，2009-01至2011-12，28 万元，已结题，参加（魏海坤主持）

11.国家 863 项目，网络化机器人群编队的分布式控制，2006AA04Z263),2006-01至2009-12，200 万，已结题，参加（田玉平主持）

12.国家自然科学基金重点项目，69934010，不确定时变非线性动态系统的分析与控制，2000-01至2004-12，80 万元，已结题，参加（冯纯伯主持）

13.与极地中心合作技装项目，8908005180，南极伊丽莎白公主地考察站（泰山站）项目远程遥控能源供应模块开发，2018-09至2020-04，620 万元，在研，负责子课题上位机系统（魏海坤主持）

14.与中科院合作技装项目，6950234268，南极冰穹 A 科考支撑平台，2009-09至2012-08，528 万元，已结题，负责子课题数据存储系统（郝英立、魏海坤主持）

15.江苏省自然科学基金项目，BK20131300，南极科考支撑平台运行控制与健康维护研究，2013-07至2016-6，10 万元，已结题，参加（方仕雄主持）

16.江苏省自然科学基金项目，770800006，奇异学习机器的学习算法研究，2009-01至2011-12，8 万元，已结题，参加（魏海坤主持）

17.企事业单位合作项目，8508000213，基于图像处理的机器人焊接质量监控与分析系统，2017-01至2017-12，45 万元，已结题，参加（魏海坤主持）

18.企事业单位合作项目，8508000176，基于物联网的仓储搬运设备远程故障诊断系统研制，2015-08至2016-08，40 万元，已结题，参加（魏海坤主持）

lSCI论文

1.Li C, Yang Y, Spataru S, Zhang K, Wei H, A Robust Parametrization Method of Photovoltaic Modules for Enhancing One-Diode Model Accuracy under Varying Operating Conditions, Renewable Energy, 2021，168: 764-778.

2.Li C, Spataru S, Zhang K, Yang Y, Wei H, A Multi-State Dynamic Thermal Model for Accurate Photovoltaic Cell Temperature Estimation[J], IEEE Journal of Photovoltaics, 2020, 20(5): 1465-1473.

3.Zhu C, Li C, Chen X, Zhang K, Xin X, Event-Triggered Adaptive Fault Tolerant Control for a Class of Uncertain Nonlinear Systems[J]. Entropy, 2020, 22(6):598.

4.Guo T, Sun Z, Wang X, Li S, Zhang K. A Simple Current-Constrained Controller for Permanent-Magnet Synchronous Motor[J]. IEEE Transactions on Industrial Informatics, 2019, 15(3): 1486-1495.

5.Pang G, Liu J, Zhang K, et al. On homogeneous parameter-dependent quadratic Lyapunov function for robust fault detection filter design and application[J]. Ima Journal of Mathematical Control & Information, 2017, 34(2):375–403.

6.Liu X, Li S, Zhang K. Optimal control of switching time in switched stochastic systems with multi-switching times and different costs[J]. International Journal of Control, 2017, 90(8): 1604-1611.

7.Cheng K, Zhang K, Fei S, et al. Potential-Based Least-Squares Policy Iteration for a Parameterized Feedback Control System[J]. Journal of Optimization Theory & Applications, 2016, 169(2):692-704.

8.Pang G, Zhang K, Wei H. Estimation of Attractive Stability Region via Homogeneous Parameter-Dependent Quadratic Lyapunov Function for Impulsive Switched Linear System with Saturated Control Input[J]. Circuits Systems & Signal Processing, 2016, 35(4):1091-1121.

9.Liu J, Zhang K, Sun C, et al. Robust optimal control of switched autonomous systems[J]. Ima Journal of Mathematical Control & Information, 2016, 33(2):173-189.

10.Liu J, Zhang K, Pang G, et al. Controller synthesis for constrained discrete-time switched positive linear systems[J]. Nonlinear Analysis Hybrid Systems, 2016, 19:1-12.

11.Liu J, Zhang K, Wei H. Robust stability of positive switched systems with dwell time[J]. International Journal of Systems Science, 2016, 47(11): 2553-2562.

12.Wu X, Zhang K. Three-dimensional trajectory design for horizontal well based on optimal switching algorithms[J]. ISA transactions, 2015, 58: 348-356.

13.Liu J, Zhang K. State Feedback with Memory for Constrained Switched Positive Linear Systems[J]. Entropy, 2015, 17(5):2655-2676.

14.Pang G, Zhang K. On Homogeneous Parameter-Dependent Quadratic Lyapunov Function for Robust H∞ Filtering Design in Switched Linear Discrete-Time Systems with Polytopic Uncertainties[J]. Advances in Mathematical Physics, 2015, 2015:1-11.

15.Liu X, Zhang K, Li S, et al. Optimal Control of Switching Times in Switched Stochastic Systems[J]. Asian Journal of Control, 2015, 17(5):1580-1589.

16.Guo T, Zhang K. Impulsive fractional partial differential equations[J]. Applied Mathematics and Computation, 2015, 257: 581-590.

17.Liu J, Zhang K, Pang G, et al. Robust stabilisation for constrained discrete-time switched positive linear systems with uncertainties[J]. IET Control Theory & Applications, 2015, 9(17):2598-2605.

18.Pang G, Zhang K. Stability of time-delay system with time-varying uncertainties via homogeneous polynomial Lyapunov-Krasovskii functions[J]. International Journal of Automation and Computing, 2015, 12(6):657-663.

19.Wu X, Zhang K, Sun C. Constrained optimal control of switched systems and its application[J]. Optimization, 2015, 64(3): 539-557.

20.Cheng K, Fei S, Zhang K, et al. Temporal Difference-Based Policy Iteration for Optimal Control of Stochastic Systems[J]. Journal of Optimization Theory & Applications, 2014, 163(1):165-180.

21.Wu X, Zhang K, Sun C. Numerical algorithm for a class of constrained optimal control problems of switched systems[J]. Numerical Algorithms, 2014, 67(4): 771-792.

22.Liu X, Zhang K, Li S, et al. Optimal timing control of discrete-time linear switched stochastic systems[J]. International Journal of Control Automation & Systems, 2014, 12(4):769-776.

23.Liu X, Zhang K, Li S, et al. Time optimisation problem for switched stochastic systems with multi-switching times[J]. IET Control Theory & Applications, 2014, 8(16): 1732-1740.

24.Wu X, Zhang K, Sun C. Optimal scheduling of multiple sensors in continuous time[J]. ISA transactions, 2014, 53(3): 793-801.

25.Wu X, Zhang K, Sun C. Constrained optimal control of switched systems based on modified BFGS algorithm and filled function method[J]. International Journal of Computer Mathematics, 2014, 91(8): 1713-1729.

26.Wu X, Zhang K, Sun C. Parameter Tuning of Multi-Proportional-Integral-Derivative Controllers Based on Optimal Switching Algorithms[J]. Journal of Optimization Theory & Applications, 2013, 159(2):454-472.

27.Wu X, Zhang K, Sun C. Optimal control of switched systems with an inequality constraint based on smooth penalty function method[J]. Sensor Letters, 2013, 11(5): 945-952.

28.Cheng K, Zhang K. Potentials based optimization with embedded Markov chain for stochastic constrained system[J]. Nonlinear Dynamics, 2012, 67(2): 1067-1073.

29.Yu J, Zhang K, Fei S, et al. Robust fuzzy control of nonlinear stochastic delay systems with impulsive effects[J]. International Journal of Systems Science, 2010, 41(10):1163-1172.

30.Yu J, Zhang K, Fei S. Exponential stability criteria for discrete-time recurrent neural networks with time-varying delay[J]. Nonlinear Analysis Real World Applications, 2010, 11(1):207-216.

31.Yu J, Zhang K, Fei S. Further results on mean square exponential stability of uncertain stochastic delayed neural networks[J]. Communications in Nonlinear Science & Numerical Simulations, 2009, 14(4):1582-1589.

32.Yu J, Zhang K, Fei S. Mean square exponential stability of generalized stochastic neural networks with time-varying delays[J]. Asian Journal of Control, 2009, 11(6):633-642.

33.Zhang K, Xu Y, Chen X, Cao X. Policy iteration based feedback control[J]. Automatica, 2008, 44(4): 1055-1061.

34.Yu J, Zhang K, Fei S, et al. Simplified exponential stability analysis for recurrent neural networks with discrete and distributed time-varying delays[J]. Applied Mathematics & Computation, 2008, 205(1):465-474.

35.Yu J, Zhang K, Fei S. Adaptive Fuzzy Tracking Control of a Class of Stochastic Nonlinear Systems with Unknown Dead-Zone Input[J]. International Journal of Fuzzy Systems, 2008, 10(1).

1.Fang S, Chen X, Zhang K, Wei H, Ge J, The antarctic astronomical observations intelligent support equipment Dome A site-testing observatory: Electric power generation and control systems[J], Energies, 2020, 13(17).

2.Zhao X, Wei H, Li C, Zhang K, A Hybrid Nonlinear Forecasting Strategy for Short-Term Wind Speed[J], Energies, 2020, 13(7).

3.Liu T, Wei H, Liu S, Zhang K, Industrial time series forecasting based on improved Gaussian process regression[J], Soft Computing, 2020, 24(20):15853-15869.

4.Wu X, Zhang K, Cheng M. Sensitivity analysis for an optimal control problem of chemical processes based on a smoothing cost penalty function approach[J]. Chemical Engineering Research and Design, 2019.

5.Wu X, Zhang K, Xin X, et al. Fuel-optimal control for soft lunar landing based on a quadratic regularization approach[J]. European Journal of Control, 2019.

6.Zhao X, Wei H, Wang H, Zhu T, Zhang K. 3D-CNN-based feature extraction of ground-based cloud images for direct normal irradiance prediction[J]. Solar Energy, 2019, 181: 510-518.

7.Yang J, Zhao X, Wei H, Zhang K. Sample Selection Based on Active Learning for Short-Term Wind Speed Prediction[J]. Energies, 2019, 12(3): 337.

8.Wu X, Zhang K, Cheng M. Adaptive Numerical Approach for Optimal Control of a Single Train[J]. Journal of Systems Science and Complexity, 2019,32(4):1053-1071.

9.Zhu T, Zhou H, Wei H, Zhao X, Zhang K, Zhang J, Inter-hour direct normal irradiance forecast with multiple data types and time-series[J], Journal of Modern Power Systems and Clean Energy, 2019, 7(5):1319-1327.

10.Zhu T, Xie L, Wei H, Wang H, Zhao X, Zhang K, Clear-sky direct normal irradiance estimation based on adjustable inputs and error correction[J], Journal of Renewable and Sustainable Energy, 2019, 11(5).

11.Xie L, Zhao J, Wei H, Zhang K, Pang G, Online Kernel-Based Structured Output SVM for Early Expression Detection, IEEE Signal Processing Letters, 2020, 26(9): 1305-1309.

12.Wu X, Lin J, Zhang K, et al. Optimal impulsive control for advertising strategy problems based on a gradient-based PSO algorithm[J]. Transactions of the Institute of Measurement and Control, 2018: 0142331218798671.

13.Wu X, Lin J, Zhang K, et al. A switched dynamical system approach towards the optimal control of chemical processes based on a gradient-based parallel optimization algorithm[J]. Computers & Chemical Engineering, 2018, 118: 180-194.

14.Wu X, Zhang K, Cheng M, et al. A switched dynamical system approach towards the economic dispatch of renewable hybrid power systems[J]. International Journal of Electrical Power & Energy Systems, 2018, 103: 440-457.

15.Wu X, Zhang K, Cheng M. Optimal control of constrained switched systems and application to electrical vehicle energy management[J]. Nonlinear Analysis: Hybrid Systems, 2018, 30: 171-188.

16.Wu X, Zhang K, Cheng M. Optimal control of bioprocess systems using hybrid numerical optimization algorithms[J]. Optimization, 2018: 1-20.

17.Liu T, Wei H, Zhang K. Wind power prediction with missing data using Gaussian process regression and multiple imputation[J]. Applied Soft Computing, 2018, 71: 905-916.

18.Wu X, Liu Q, Zhang K, et al. Optimal switching control for drug therapy process in cancer chemotherapy[J]. European Journal of Control, 2018, 42: 49-58.

19.Wu X, Liu Q, Zhang K, et al. Optimal-tuning of proportional-integral-derivative-like controller for constrained nonlinear systems and application to ship steering control[J]. Journal of the Franklin Institute, 2018.

20.Guo W, Zhao J, Zhang J, Wei H, Song A, Zhang K. Stability analysis of opposite singularity in multilayer perceptrons[J]. Neurocomputing, 2018, 282: 192-201.

21.Zhang J, Fang S, Ehinger K A, Wei H, Yang W, Zhang K, Yang J. Hypergraph Optimization for Salient Region Detection Based on Foreground and Background Queries[J]. IEEE Access, 2018.

22.Zhang J, Fang S, Zhao H, Liu G, Wei H, Chen L, Zhang K. Multiple Gestalt principles-based graph for salient region detection[J]. Journal of Electronic Imaging, 2018, 27(5): 051227.

23.Wu X, Zhang K, Cheng M. Computational method for optimal control of switched systems with input and state constraints[J]. Nonlinear Analysis: Hybrid Systems, 2017, 26: 1-18.

24.Wu X, Zhang K, Cheng M. Computational method for optimal machine scheduling problem with maintenance and production[J]. International Journal of Production Research, 2017, 55(6): 1791-1814.

25.Wu X, Lei B, Zhang K, et al. Hybrid stochastic optimization method for optimal control problems of chemical processes[J]. Chemical Engineering Research and Design, 2017, 126: 297-310.

26.Liu T, Wei H, Zhang C, Zhang K. Time series forecasting based on wavelet decomposition and feature extraction[J]. Neural Computing & Applications, 2017, 28(1):183-195.

27.Zhu T, Wei H, Zhao X, Zhang C, Zhang K. Clear-sky model for wavelet forecast of direct normal irradiance[J]. Renewable Energy, 2017, 104:1-8.

28.Zhang J, Ehinger K A, Wei H, Zhang K, Yang J. A novel graph-based optimization framework for salient object detection[J]. Pattern Recognition, 2017, 64:39-50.

29.Xie L, Wei H, Zhao J, Zhang K. Automatic feature extraction based structure decomposition method for multi-classification[J]. Neurocomputing, 2016, 173(P3):744-750.

30.Zhang C, Wei H, Zhao X, Liu T, Zhang K. A Gaussian process regression based hybrid approach for short-term wind speed prediction[J]. Energy Conversion & Management, 2016, 126:1084-1092.

31.Zhang C, Wei H, Xie L, Shen Y, Zhang K. Direct interval forecasting of wind speed using radial basis function neural networks in a multi-objective optimization framework[J]. Neurocomputing, 2016, 205: 53-63.

32.Zhang C, Wei H, Zhao J, Liu T, Zhu T, Zhang K. Short-term wind speed forecasting using empirical mode decomposition and feature selection[J]. Renewable Energy, 2016, 96:727-737.

33.Xie L, Wei H, Zhang K. Behavioral modeling of nonlinear RF power amplifiers using ensemble SDBCC network[J]. Neurocomputing, 2015, 154: 24-32.

34.Guo W, Wei H, Zhao J, Zhang K. Theoretical and numerical analysis of learning dynamics near singularity in multilayer perceptrons[J]. Neurocomputing, 2015, 151:390-400.

35.Li S, Liu X, Tan Y, Ding Y, Liu X, Zhang K. Optimal Switching Time Control of Discrete-Time Switched Autonomous Systems[J]. International Journal of Innovative Computing Information & Control, 2015, 11(6):2043-2050.

36.Zhao J, Wei H, Zhang C, Li W, Guo W, Zhang K. Natural Gradient Learning Algorithms for RBF Networks[J]. Neural Computation, 2015, 27(2):481-505.

37.Chen Y, Fei S, Zhang K. Stabilisation for switched linear systems with time-varying delay and input saturation[J]. International Journal of Systems Science, 2014, 45(3):532-546.

38.Guo W, Wei H, Zhao J, Zhang K. Averaged learning equations of error-function-based multilayer perceptrons[J]. Neural Computing & Applications, 2014, 25(3-4):825-832.

39.Zhao J, Wei H, Guo W, Zhang K. Singularities in the identification of dynamic systems[J]. Neurocomputing, 2014, 140(3):339-344.

40.Chen Y, Fei S, Zhang K. Stability analysis for discrete-time switched linear singular systems: average dwell time approach[J]. Ima Journal of Mathematical Control & Information, 2013, 30(2):239-249.

41.Chen Y, Zhang K, Fei S. Improved asymptotic stability conditions for neural networks with discrete and distributed delays[J]. International Journal of Computer Mathematics, 2012, 89(15):1938-1951.

42.Chen Y, Fei S, Zhang K, et al. Control Synthesis of Discrete-Time Switched Linear Systems with Input Saturation Based on Minimum Dwell Time Approach[J]. Circuits Systems & Signal Processing, 2012, 31(2):779-795.

43.Chen Y, Fei S, Zhang K. Stabilization of impulsive switched linear systems with saturated control input[J]. Nonlinear Dynamics, 2012, 69(3):793-804.

44.Chen Y, Fei S, Zhang K, et al. Control of switched linear systems with actuator saturation and its applications[J]. Mathematical & Computer Modelling, 2012, 56(1-2):14-26.

45.Zhu Q, Zhang T, Fei S, Zhang K, et al. Adaptive neural control for a class of output feedback time delay nonlinear systems[J]. Neurocomputing, 2009, 72(7):1985-1992.

46.Li T, Fei S, Zhang K. Synchronization control of recurrent neural networks with distributed delays[J]. Physica A Statistical Mechanics & Its Applications, 2008, 387(4):982-996.

47.Ma L, Da F, Zhang K. Exponential H infinity Filter Design for Discrete Time-Delay Stochastic Systems With Markovian Jump Parameters and Missing Measurements[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2011, 58(5):994-1007

48.A. P. Wang,L. Guo,H. Wang, Zhang K, et al.Data Driven Prognosis and Health Maintenance for Complex Industrial Processes with Production Optimization and Energy Savings[J].Measurement and Control: Journal of the Institute of Measurement and Control,2010,43(4):120-123.

49.Guo W, Wei, H, Ong Y, Hervas J, Zhao, J, Wang H, Zhang K. Numerical Analysis near Singularities in RBF Networks[J]. Journal of Machine Learning Research, 2018, 19(1):1-39

l会议论文

1.Chen X, Liu Y, Shen Y, Zhang K and Wei H，A data interpolation method for missing irradiance data of photovoltaic power station, The China Automation Congress, CAC 2020.

2.He Z, Xie L, Hua B, Zhang K, Wei H, Joint detection of smoke and flame in Photovoltaic System based on deep learning, The China Automation Congress, CAC 2020.

3.Wang Z, Wei H, Zhang K, Xie L, Real Walking in Place: HEX-CORE-PROTOTYPE Omnidirectional Treadmill, 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2020.

4.Wang Z, Xie L, Wei H, Zhang K, Zhang J, Omnidirectional Motion Input: The Basis of Natural Interaction in Room-Scale Virtual Reality, 2020 IEEE Conference on Virtual Reality and 3D User Interfaces, VRW 2020.

5.Hua B, Zhang K, Wei H, Zhang J, Xie L, A Multilevel Fire Detection Platform Based on Multi-Source Heterogeneous Information Fusion, Proceedings - 2020 International Conference on Pattern Recognition and Intelligent Systems, PRIS 2020.

6.Shen Y, Chen X, Zhang J, Xie L, Zhang K and Wei H, A Robust Automatic Method for Removing Projective Distortion of Photovoltaic Modules from Close Shot Images,Pattern Recognition and Computer Vision - 3rd Chinese Conference, PRCV 2020, Proceedings.

7.Dou W，Shan S, Zhang N, Zhang J, Zhang K and Wei H, An Unsupervised Multi-scale Micro-crack Segmentation Scheme for Multicrystalline Solar Cells, 2020 International Conference on System Science and Engineering, ICSSE 2020, August 2020.

8.Liu W, Zhang J, Wei H, Zhang K, Fang S, Xie L and Ge J, Short-term PV power prediction considering the influence of aerosol, 2020 6th International Conference on Energy, Environment and Materials Science.

9.Xin X, Zhang K, Wei H. Linear Strong Structural Controllability for an n-Link Inverted Pendulum in a Cart[C]//2018 IEEE Conference on Decision and Control (CDC). IEEE, 2018: 1204-1209.

10.Shen Y, Wei H, Zhu T, Zhao X, Zhang K. A Data-driven Clear Sky Model for Direct Normal Irradiance[C]//Journal of Physics: Conference Series. IOP Publishing, 2018, 1072(1): 012004.

11.Zhao X, Wei H, Shen Y, Zhang K. Real-time Clear-sky Model and Cloud Cover for Direct Normal Irradiance Prediction[C]//Journal of Physics: Conference Series. IOP Publishing, 2018, 1072(1): 012003.

12.Xin X, Ono M, Izumi S, Yamasaki T, Zhang K. Angular Momentum based Stabilizing Control of Underactuated Multi-Link Planar Robots with Last Active Joint[C]//2018 Annual American Control Conference (ACC). IEEE, 2018: 1939-1944.

13.Shen Y, Wei H, Zhao X, Zhu T, Zhang K. A tree-based clear sky model for DNI forecasting[C]//2018 Chinese Control And Decision Conference (CCDC). IEEE, 2018: 4206-4211.

14.Xiang W, Liu Q, Lei B, Zhang K. A gradient-based stochastic search approach for optimal harvesting strategy in shrimp culture[C]// Chinese Control Conference, 2017: 2513-2518.

15.Guo W, Wei H, Liu T, Song A, Zhang K. An adaptive natural gradient method with adaptive step size in multilayer perceptrons[C]//Chinese Automation Congress (CAC), 2017. IEEE, 2017: 1593-1597.

16.Li C, Zhu C, Zhang K, et al. Fault diagnosis algorithm for storage and transportation equipment based on fault tree[C]// Chinese Control and Decision Conference, 2017:4692-4697.

17.Zhao X, Wei H, Zhang C, Zhang K. Selective sampling using active learning for short-term wind speed prediction[C]// Chinese Control and Decision Conference, 2017:6717-6720.

18.Zhu C, Li C, Zhang K, et al. Fault tolerant control for a general class of nonholonomic dynamic systems via terminal sliding mode[C]// Chinese Control and Decision Conference, 2017:7378-7383.

19.Liu T, Wei H, Zhang C, Zhang K. Mutual Information with Parameter Determination Approach for Feature Selection in Multivariate Time Series Prediction[C]// International Conference on Engineering Applications of Neural Networks, 2016:227-237.

12.Liu T, Wei H, Zhang K, et al. Mutual information based feature selection for multivariate time series forecasting[C]// Chinese Control Conference, 2016:7110-7114.

13.Zhu T, Wei H, Zhao X, Zhang K. A method of cloud classification based on DNI[C]// Chinese Control Conference, 2016:4155-4160.

14.Pang G, Zhang K, Sun W. On homogeneous parameter dependent quadratic Lyapunov function for robust H∞ noise-attenuation in switched linear discrete-time system with polytopic uncertainties[C]// Asian Control Conference, 2015:1-6.

15.Zhang C, Wei H, Liu T, Zhu T, Zhang K. Short-Term Wind Speed Forecasting Using a Multi-model Ensemble[C]//International Symposium on Neural Networks, 2015: 398-406.

16.Cheng K, Zhang K, Fei S, et al. Potential based policy gradient optimization algorithm for a class of stochastic nonlinear systems[C]// Chinese Control Conference, 2015: 2496-2500.

17.Zhu T, Wei H, Zhang C, Zhang K. A local threshold algorithm for cloud detection on ground-based cloud images[C]// Chinese Control Conference, 2015: 3702-3706.

18.Zhang C, Wei H, Zhu T, Zhang K, et al. Comparison of two multi-step ahead forecasting mechanisms for wind speed based on machine learning models[C]// Chinese Control Conference, 2015:8183-8187.

19.Wu X, Zhang K, Sun C, et al. Computational method for constrained optimal control of switched affine systems[C]// International Conference on Information Science, Electronics and Electrical Engineering, 2014, 1: 195-199.

20.Liu J, Zhang K, Wei H. Controller synthesis for switched positive linear systems[C]// International Conference on Information Science, Electronics and Electrical Engineering, 2014:1445-1449.

21.Pang G, Zhang K, Zhang H. Estimation of stability regions for linear systems subjected to actuator saturation and disturbance via homogeneous parameter-dependent quadratic Lyapunov functions[C]// Chinese Control Conference, 2014:5961-5966.

22.Liu J, Zhang K, Liu X, et al. Sensitivity analysis of optimal control problems for switched systems[C]// Chinese Control and Decision Conference, 2014: 3156-3161.

23.Liu X, Zhang K, Li S, et al. Delay-dependent H∞ control for Lurie type singular time-delay systems[C]// Chinese Control and Decision Conference, 2014: 39-43.

24.Zhang H, Pang G, Zhang K. Robust stability of linear systems with interval time-varying delay via HPLKFs[C]// Chinese Control Conference, 2014:5967-5972.

25.Liu X, Li S, Zhang K, et al. State feedback predictive control based on T-S fuzzy model and state estimator[C]// Chinese Control and Decision Conference, 2014:5133-5136.

26.Zhao J, Wei H, Guo W, Zhang K. Singularities in the parameter identification of nonlinear dynamic systems[C]// Chinese Control Conference, 2014:6610-6614.

27.Xie L, Wei H, Yang W, Zhang K. Video-based facial expression recognition using histogram sequence of local Gabor binary patterns from three orthogonal planes[C]// Chinese Control Conference, 2014:4772-4776.

28.Cheng K, Zhang K, Fei S, et al. Potential based policy gradient approach for optimal control of the stochastic system with unknown noise[C]// Chinese Control Conference, 2013:2362-2366.

29.Liu J, Zhang K, Sun C, et al. Second order transition-time optimization for switched dynamical systems[C]// Chinese Control Conference, 2013:2382-2386.

30.Guo W, Wei H, Zhao J, Zhang K. Numerical analysis of the RBF networks near singularities[C]// Chinese Control Conference, 2013:3344-3347.

31.Liu X, Zhang K, Cheng K, et al. Optimal impulsive control of delay systems based on partial information[C]// Chinese Control Conference, 2012:2224-2227.

32.Chen Y, Xin Y, Fei S, Zhang K. Stabilization and L 2-gain control for switched linear systems with actuator saturation[C]// Chinese Control Conference, 2012: 2140-2145.

33.Guo W, Wei H, Zhao J, Li W, Zhang K. Application of the error function in analyzing the learning dynamics near singularities of the multilayer perceptrons[C]// Chinese Control Conference, 2012:3240-3243.

34.Yu J, Zhang K, Fei S. New delay-dependent stability criteria for linear stochastic systems with time-varying delay[C]// Chinese Decision and Control, 2009:7175-7179.

35.Yu J, Zhang K, Fei S, et al. Further delay-range-dependent robust stability analysis for time-delay systems[C]// Chinese Control Conference, 2008:110 - 114.