2002.09-2006.07    哈尔滨工程大学   自动化                      学士

2006.09-2008.07    哈尔滨工业大学   控制科学与工程      硕士

2013.09-2018.01    哈尔滨工程大学   核科学与技术          博士

2008.07-2012.10      北京广利核系统工程有限公司            工程师

2018.01-2021.10      哈尔滨工程大学核科学与技术学院    工程师

2019.10-2020.10      布里斯托大学工学院土木工程系        访问学者

2021.10-至今           哈尔滨理工大学自动化学院                 讲师

1. 研究领域（学科）：

²控制科学与工程

²核科学与技术

2. 主要研究方向：

n人工智能、机器学习与深度学习

n状态监测、预测与故障诊断

n系统可靠性分析

主持或参与项目

[1]英国商务能源与产业战略部(BEIS)，英国国家核电研发计划，核电仪控系统测试性(R3.9.10“Improving C&I Design for Testability”)，2019年05月至2021年09月，参与。

[2]英国商务能源与产业战略部(BEIS)，英国国家核电研发计划，核电仪控系统可靠性(R3.9.11“Reliability Limits of Programmable Protection Systems”)，2019年05月至2021年09月，参与。

[3]核动力装置在线监测与运行支持技术研究，国防科工局核能开发项目，2016年01月至2019年12月，参与。

[4]智能故障诊断及辅助决策系统软件研发项目，横向课题，2022年4月至2023年4月，参与(技术负责人)，已结题。

[5]核电厂关节参数监测和在线事故诊断系统研发，横向课题，2021年4月至2024年5月，参与(技术负责人)。

本科：Python语言编程基础，数字图像处理

硕士：智能控制系统

主要招生方向：

n人工智能、机器学习与深度学习

n状态监测、预测与故障诊断

n系统可靠性分析

译著：先进重水反应堆空间控制策略，哈尔滨工程大学出版社，24.9万字。

部分代表性成果：

1.Zhanguo MA*, Shiguang Deng, and etc. Expert knowledge modelling software design based on Signed Directed Graph with the application for PWR fault diagnosis, Annals of nuclear energy. 2024, 196. (SCI: WOS: 001115077600001; EI:20234615055696).

2.Zhuoran Zhou, Zhanguo Ma*, Yingying Jiang and Minjun Peng. Fault Diagnosis Using Bond Graphs in an Expert System, Energies2022, 15(15), 5703 (SCI:WOS:000839796500001)

3.Zhanguo Ma, Hidekazu Yoshikawa, Takashi Nakagawa and Ming Yang, Knowledge-based software design for Defense-in-Depth Risk monitor system and application for AP1000, Journal of Nuclear Science and Technology, 2017, 54:5, 552-568 (SCI:WOS: 000399483900005; EI: 20170903386006).

4.Zhanguo MA, Hidekazu YOSHIKAWA, Ming YANG, Reliability model of the digital reactor protection system considering the repair time and common cause failure, Journal of Nuclear Science and Technology, 2017, 54:5, 539-551 (SCI: WOS: 000399483900004; EI: 20171003424646).

5.Zhanguo MA, Hidekazu YOSHIKAWA, Ming YANG, Module level reliability performance evaluation of digital reactor protection system considering the repair and common cause failure, Annals of nuclear energy. 2017, 110, 805-817. (SCI: WOS: 000412251000071; EI:20173204028509).

6.Zhanguo MA, Hidekazu YOSHIKAWA, Ming YANG, A human-machine interaction design and evaluation method by combination of scenario simulation and knowledge base,Journal of Nuclear Science and Technology, 2018, 55:5, 516-529 (SCI: WOS: 000428678300006; EI: 20175204585076).

7.Zhanguo MA, Minjun PENG, Hidekazu YOSHIKAWA, etc, A Safety-Critical Software Reliability Analysis Method Based On Statistical Model Checking And Bayesian Theory，ICONE27, 2019 (EI：20193507377554).

8.Ma Zhanguo, Yoshikawa Hidekazu, Yang Ming, Function-centered modeling of the Digital Instrument and Control system using the colored Petri net, ICONE23, 2015 (EI: 20160902019370).

9.Zhanguo Ma, Hidekazu Yoshikawa, Ming Yang, The reliability model for the FPGA-based instrument and control system using Colored Petri Net, ICONE25, 2017 (EI:20174404360639).

10.MA Zhanguo, YOSHIKAWA Hidekazu, YANG Ming, Global generic model for reliability analysis of the digital instrumentation and control systems, International Journal of Nuclear Safety and Simulation, Vol. 6, Number 1, 2015.

11.MA Zhanguo, YANG Ming, Knowledge-based software design for Defense-in-Depth risk monitor system with the preliminary study for AP1000 application, International Journal of Nuclear Safety and Simulation, Vol. 7, Number 1, 2017.

12.MA Zhanguo, YOSHIKAWA Hidekazu, NAWAZ Amjad, YANG Ming, Developmental Study of Advanced Human Interface System Design Method for Digital I&C+HMIT -A Preliminary Study for Passive Safety PWR AP1000, International Journal of Nuclear Safety and Simulation, Vol. 7, Number 2, 2017.

13.Zhanguo Ma, Hidekazu Yoshikawa, Takashi Nakagawa, Development of Knowledge-based Software Tools for Defense-in-Depth Risk Monitor System, Transactions of the American Nuclear Society -2015 ANS Winter Meeting and Nuclear Technology Expo.