General
Mingyi Yang, male, Graduate supervisor, Shenyang Institute of Automation, Chinese Academy of Sciences
E-mail: myyang@sia.cn
Address: 135 Chuang Xin Road Hunnan New District, Shenyang
Postal code: 110168
Research Areas
The main research fields are:
1) running performance test and intelligent maintenance of major equipment;
2) complex industrial process control, quality predictive control and fault diagnosis technology;
3) the technology of autonomous optimization decision-making based on industrial knowledge atlas;
4) high performance real-time measurement, control and simulation technology;
5) High Precision Complex Assembly based on digital twinning;
He has participated in and been responsible for the research and application of major national projects, such as 863 Program, Basic Defense Research Projects, explosives, lunar exploration projects, manned spaceflight projects and Mars exploration. These include:
Combining the "Industry 4.0" concept with the "Made in China 2025" development plan, to explore the realization method of intelligent manufacturing in the field of national defense, such as dynamic perception, real-time analysis, autonomous decision-making and precise execution, build the architecture of vertical integration, horizontal integration and end-to-end integration of the intelligent factory, and have the existing research foundation of the unit, new Generation of information control technologies such as big data, machine learning, digital twinning, multivariate statistical monitoring, deep learning, knowledge mapping, advanced process control, and intelligent system optimization and decision-making are being developed
2. Large and medium-sized automation equipment and production line in discrete manufacturing industry such as aerospace/defense industry, DCS control system and high-end intelligent system equipment in process industry, etc.
3. The real-time simulation system based on data-driven and fusion mechanism model and the software platform of data analysis and optimization decision-making in Aerospace/defense industry.
Education
2019-09-2022-06
University of Chinese Academy of Sciences with a phd in mechatronic engineering
2009-09-2012-01
Beijing University of Aeronautics and Astronautics, master degree in mechanical and electronic engineering
2005-09-2009-06
Shenyang Jianzhu University, bachelor degree in automation
Experience
Work Experience
2012.02 -- 2013.12
Shenyang Institute of Automation,Chinese Academy of Sciences, second-level research intern
2014.01 -- 2018.12
Shenyang Institute of Automation,Chinese Academy of Sciences, assistant researcher
January 2019 -- until now,
Shenyang Institute of Automation,Chinese Academy of Sciences, associate researcher
Publications
1） Quality Prediction Model of KICA-JITL-LWPLS Based on Wavelet Kernel Function, Processes, 2022, 通讯作者
（2） Quality Prediction of Plasticizing and Molding Process of Single-Based Gun Propellant Based on GG-KECA-RVM Multi-Stage Model Fusion, IEEE ICMRE 2022, 2022,
（3） 绳系拖拽系统半物理仿真实验装置设计与控制, Design and control of semi-physical simulation device for tether dragging system, 哈尔滨工业大学学报, 2022, 第 5 作者
（4） Quality Prediction Method for Plasticizing Process of Single-Base Gun Propellant Based on Modified Multiway JY-PLS Transfer Model, International Journal of Modelling, Identification and Control, 2022,
（5） Fault Detection and Diagnosis for Plasticizing Process of Single-Base Gun Propellant Using Mutual Information Weighted MPCA under Limited Batch Samples Modelling, MACHINES, 2021, 通讯作者
（6） 基于互信息和MPCA的单基药塑化过程监测方法, 应用化工, 2021, 第 1 作者
（7） Motion Planning of Ground Simulator for Space Instable Target Based on Energy Saving, MACHINES, 2021, 第 4 作者
（8） 空间机械臂地面竖直方向重力补偿控制系统设计, Design of the Gravity Compensation Control System in the Vertical Direction on the Ground for Space Manipulator, 机器人, 2020, 第 4 作者
（9） 卫星天线展开臂的随动吊挂重力补偿系统设计, 机器人, 2018, 第 4 作者
（10） Zero Gravity Tracking System Using Constant Tension Suspension for a Multidimensional Framed Structure Space Antenna, PROCEEDINGS OF 2016 7TH INTERNATIONAL CONFERENCE ON MECHANICAL AND AEROSPACE ENGINEERING, (ICMAE), 2016, 通讯作者
（11） Load equivalent simulation method of ultra-large moment of inertia of space station redocking manipulator, Journal of Information and Computational Science, 2015, 第 3 作者
（12） 基于封闭专有网络的无线实时通信系统的研究与开发, 计算机测量与控制, 2014, 第 1 作者
（13） 基于虚拟原型的12-DOF航天模拟器运动仿真, 12-DOF Space Simulator’ s Motion Simulation Based on Virtual Prototype, 组合机床与自动化加工技术, 2014, 第 4 作者
（14） 六自由度气浮仿真平台位姿最优滑模控制方法, 科学通报, 2013, 第 2 作者
（15） Perceiving and predicting the intended motion with human-machine interaction force for walking assistive exoskeleton robot, IEEE ICMA 2013, 2013, 第 1 作者
（2） Quality Prediction of Plasticizing and Molding Process of Single-Based Gun Propellant Based on GG-KECA-RVM Multi-Stage Model Fusion, IEEE ICMRE 2022, 2022,
（3） 绳系拖拽系统半物理仿真实验装置设计与控制, Design and control of semi-physical simulation device for tether dragging system, 哈尔滨工业大学学报, 2022, 第 5 作者
（4） Quality Prediction Method for Plasticizing Process of Single-Base Gun Propellant Based on Modified Multiway JY-PLS Transfer Model, International Journal of Modelling, Identification and Control, 2022,
（5） Fault Detection and Diagnosis for Plasticizing Process of Single-Base Gun Propellant Using Mutual Information Weighted MPCA under Limited Batch Samples Modelling, MACHINES, 2021, 通讯作者
（6） 基于互信息和MPCA的单基药塑化过程监测方法, 应用化工, 2021, 第 1 作者
（7） Motion Planning of Ground Simulator for Space Instable Target Based on Energy Saving, MACHINES, 2021, 第 4 作者
（8） 空间机械臂地面竖直方向重力补偿控制系统设计, Design of the Gravity Compensation Control System in the Vertical Direction on the Ground for Space Manipulator, 机器人, 2020, 第 4 作者
（9） 卫星天线展开臂的随动吊挂重力补偿系统设计, 机器人, 2018, 第 4 作者
（10） Zero Gravity Tracking System Using Constant Tension Suspension for a Multidimensional Framed Structure Space Antenna, PROCEEDINGS OF 2016 7TH INTERNATIONAL CONFERENCE ON MECHANICAL AND AEROSPACE ENGINEERING, (ICMAE), 2016, 通讯作者
（11） Load equivalent simulation method of ultra-large moment of inertia of space station redocking manipulator, Journal of Information and Computational Science, 2015, 第 3 作者
（12） 基于封闭专有网络的无线实时通信系统的研究与开发, 计算机测量与控制, 2014, 第 1 作者
（13） 基于虚拟原型的12-DOF航天模拟器运动仿真, 12-DOF Space Simulator’ s Motion Simulation Based on Virtual Prototype, 组合机床与自动化加工技术, 2014, 第 4 作者
（14） 六自由度气浮仿真平台位姿最优滑模控制方法, 科学通报, 2013, 第 2 作者
（15） Perceiving and predicting the intended motion with human-machine interaction force for walking assistive exoskeleton robot, IEEE ICMA 2013, 2013, 第 1 作者
Patents
Patent results
[1] Yu Haibin, Xu Zhigang, Liu Songkai, Li Feng, Yang Mingyi, song Hailong, Bai Xinlin. Assembly method of high dexterity screw tightening for large length-diameter ratio and easy deformation cylinder section. CN: CN112404965A, 2021-02-26.
[2] Yang Mingyi, he yun, Xu Zhigang, Xu Yongli, Ge Fei, Zhang Xiao. A wireless measurement and control system and method for aerospace test equipment. CN: CN106855716A, 2017-06-16.
Research Interests
Scientific research projects
(1) control optimization and fault detection for complex industrial processes, person in charge, Chinese Academy of Sciences planning, 2021-01-2024-12
(2) XX engine molding manufacturing system, principal, national task, 2020-01-2022-12
(3) intelligent XX on-line detection technology and process expert database research, principal, national task, 2019-01-2022-12
(4) research and development of XX production line DCS process control system, responsible person, entrusted by Enterprise, 2019-01-2021-12
(5) Intelligent Safety Assembly Line System Technology, participation, national mission, 2020-01-2022-12
(6) XX-4 satellite pointing antenna zero-gravity follow-up test system, in charge, entrusted by enterprises, 2015-06-2017-06
(7) gravity unload device for directional antenna of Mars rovers, person in charge, entrusted by enterprises, 2016-01-2018-01
(8) performance test system of weak impact docking mechanism for lunar exploration phase III, person in charge, entrusted by enterprises, 2013-01-2015-01
(9) pulsating Digital Intelligent Assembly workshop for complex aerospace products, person in charge, entrusted by enterprises, 2016-01-2021-12
(10) data-driven single-base drug failure detection and quality optimization technology research, Principal, Institute self-selected, 2022-01-2023-12
(11) design and development, participation, enterprise entrust, 2022-01-2023-06
(12) theory and method of low-stress assembly of large aerospace structural components, principal, Institute of Choice, 2022-10-2025-10
(13) study on the mechanism of quality defect formation and its inhibition method in composite propellant molding process, principal, Institute self-selected, 2022-10-2025-10
(14) failure prediction and agile maintenance technology for unmanned XX equipment on the ground, person in charge, national mission, 2022-10-2025-10
Conferences
（1）Zero Gravity Tracking System Using Constant Tension Suspension for a Multidimensional Framed Structure Space Antenna 2016-07-19
（2）Perceiving and Predicting the Intended Motion with Human-Machine Interaction Force for Walking Assistive Exoskeleton Robot 2013-08-04
（2）Perceiving and Predicting the Intended Motion with Human-Machine Interaction Force for Walking Assistive Exoskeleton Robot 2013-08-04
Students
现指导学生
杜国庆 硕士研究生 085400-电子信息
李煜韬 硕士研究生 081104-模式识别与智能系统
Honors & Distinctions
Reward information
(1)2019 China Automation Field annual outstanding team, Grand Prize, national level, 2019
(2) Liaoning province“Xing Liao talented person plan”, first prize, other, 2018
(3)2013 Chinese Academy of Sciences Shenyang Institute of Automation Second Prize, Second Prize, Institute (School) , 2013