明忠阳

副教授

教育经历

2020.9-2024.7东北大学信息科学与工程学院控制科学与工程专业博士学位

2018.9-2020.7 东北大学理学院基础数学专业硕士学位

2014.9-2018.6 沈阳师范大学数学与系统科学学院数学与应用数学专业学士学位

工作经历

2024.7至今东北大学信息科学与工程学院副教授，博士生导师

研究方向

自适应动态规划；强化学习；综合能源系统。

招收博士/硕士方向

欢迎自动化、电气、数学等专业学生报考本人博士（统考，硕博连读，直博）、硕士研究生。

获奖情况

2020.12辽宁省优秀硕士毕业论文；

2024.7 优秀共产党员

2025.7 优秀共产党员

项目情况

1、纵向，“复杂动态系统的智能协同优化控制理论与应用”，64万，主持；

2、纵向，“基于自适应动态规划的未知连续非线性多智能体系统的最优控制问题研究”，10万，主持；

3、纵向，“信息能源终端-云平台的纵向联合能源调配方案及其可持续进化”，23.68万，主持；

4、纵向，“信息能源耦合节点能量一致标度及其自适应持续进化建模”，10.7万，主持；

1、纵向，“基于自适应动态规划的抗血管生成剂与内皮生长因子博弈方法研究”，5万，主持；

2、纵向，“自适应动态规划与强化学习理论与应用研究”，10万，主持；

3、纵向，“基于自适应动态规划的未知综合能源系统系统最优控制理论研究”，10万，主持

4、横向，“电加热熔盐系统实际运行机理调研及历史运行数据处理服务”，45万，参与。

5、横向，“多层级储能协同控制装置加工定作合同”，65万，参与。

研究成果

以通讯作者、第一作者、导师第一本人第二发表文章15篇，详细如下：

[1] Zhongyang Ming, Huaguang. Zhang, Juan. Zhang and Xiangpeng Xie, A novel actor–critic–identifier architecture for nonlinear multiagent systems with gradient descent method, in Automatica, vol. 155, no. 111128, Sep. 2023, (JCR Q1，中科院2区，Top期刊）

[2] Zhongyang Ming, Huaguang Zhang, Ying Yan and Liu Yang, “Adaptive Optimal Control via Q-Learning for Itˆo Fuzzy Stochastic Nonlinear Continuous-TimeSystems With Stackelberg Game,” in IEEE Transactions on Fuzzy Systems, vol. 32, no. 4, pp. 2029-2038, Apr. 2024, (JCR Q1，中科院1区，Top期刊）

[3] Zhongyang. Ming, Huaguang. Zhang, Yuqing. Yan and Jiayue. Sun, Self-Triggered Adaptive Dynamic Programming for Model-Free Nonlinear Systems via Generalized Fuzzy Hyperbolic Model, in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 5, pp. 2792-2801, May 2023, (JCR Q1，中科院1区，Top期刊）

[4] Zhongyang Ming, Huaguang. Zhang, Juan. Zhang and Yanhong. Luo, Mixed H_2/H∞ Control With Event-Triggered Mechanism for Nonlinear Stochastic Systems With Closed-Loop Stackelberg Games, in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 10, pp. 6365-6374, Oct. 2023, (JCR Q1，中科院1区，Top期刊）

[5] Huaguang. Zhang, Zhongyang. Ming, Yuqing. Yan and Wei. Wang, Data-Driven Finite-Horizon H∞ Tracking Control With Event-Triggered Mechanism for the Continuous-Time Nonlinear Systems, in IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 8, pp. 4687-4701, Aug. 2023, (JCR Q1，中科院1区，Top期刊）

[6] Zhongyang. Ming, Huaguang. Zhang, Yanhong. Luo and Wei. Wang, Dynamic Event-Based Control for Stochastic Optimal Regulation of Nonlinear Networked Control Systems, in IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 10, pp. 7299-7308, Oct. 2023, (JCR Q1，中科院1区，Top期刊）

[7] Zhongyang. Ming, Huaguang. Zhang, Xin. Tong and Yuqing. Yan, Mixed H2/H∞ Control With Dynamic Event-Triggered Mechanism for Partially Unknown Nonlinear Stochastic Systems, in IEEE Transactions on Automation Science and Engineering, vol. 20, no. 3, pp. 1934-1944, July 2023,. (JCR Q1，中科院1区，Top期刊）

[8] Zhongyang. Ming, Huaguang. Zhang, Yushuai. Li and Yuling. Liang, Mixed H2/H∞ Control for Nonlinear Closed-Loop Stackelberg Games With Application to Power Systems, in IEEETransactions on Automation Science and Engineering, vol. 21, no. 1, pp. 69-77, Jan. 2024, (JCR Q1，中科院1区，Top期刊）

[9] Zhongyang. Ming, Huaguang. Zhang, Weihua. Li and Yanhong. Luo, Base on Q-Learning Pareto Optimality for Linear Itô Stochastic Systems With Markovian Jumps, in IEEE Transactions on Automation Science and Engineering, vol. 21, no. 1, pp. 965-975, Jan. 2024, (JCR Q1，中科院1区，Top期刊）

[10] Zhongyang. Ming, Huaguang. Zhang, Yuqing. Yan and Juanzhang. Zhang, Tracking Control of Discrete-Time System With Dynamic Event-Based Adaptive Dynamic Programming, in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 8, pp. 3570-3574, Aug. 2022,(JCR Q2，中科院2区）

[11] Zhongyang. Ming, Huaguang. Zhang, Weihua. Li and Yanhong. Luo, Neurodynamic Programming and Tracking Control for Nonlinear Stochastic Systems by PI Algorithm, in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 6, pp. 2892-2896, June 2022, (JCR Q2，中科院2区）

[12] Zhongyang Ming, Huaguang Zhang, Qiaochu Li and XinTong, “Mixed H2/H∞ Control for Nonlinear Stochastic Systems With Cooperative and Non-Cooperative Differential Game,” in IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 2, pp. 4874-4878, Dec. 2022, (JCR Q2，中科院2区）

[13] Zhongyang Ming, Huaguang Zhang, Yuling Liang and Hanguang Su, “Nonzero-sum differential games of continuous-Time nonlinear systems with uniformly ultimately ε-bounded by adaptive dynamic programming,” in Applied Mathematics and Computation, vol. 430, no. 127248, Dec. 2022, (JCR Q1，中科院1区，Top期刊）

[14] Zhongyang Ming, Huaguang Zhang, Yingchun Wang and Jing Dai, “Policy Iteration Q-Learning for Linear Itô Stochastic Systems With Markovian Jumps and Its Application to Power Systems,”inIEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2024.3403680. (JCR Q1，中科院 1 区， Top 期刊）

[15] Zhongyang Ming, Huaguang Zhang, Shuhang Yu and Jiawei Ma, “Self-TriggeredOptimal Control for Unknown Nonlinear Random Power Systems With Markovian Switching,”in IEEE Transactions on Systems, Man, and Cybernetics: Systems, doi:0.1109/TSMC.2024.3510594. (JCR Q1，中科院 1 区， Top 期刊）

[16] Zhongyang Ming, Huaguang Zhang,Jiayue Sun. “Self-triggered load frequency control using TS fuzzy ADP method for unknown power systems” [J]. ISA transactions, S0019-0578 (25) 00252-6.(JCR Q1，中科院 1 区， Top 期刊）

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