Name： QI WANG
Title：Associate Professor
Detailed information can be found on the laboratory homepage
Email： qwang@zzu.edu.cn
Research Field：
Machine learning and big data technology;
Text semantic understanding and knowledge graph construction;
Multi-modal sentiment analysis and public opinion monitoring;
Artificial intelligence and smart library;
Servo motor intelligent drive technology;
Education Work Experience：
2011.7-2012.9 State Grid Electric Power Research Institute Software R&D Engineer
2012.9-2016.7 Henan Institute of Technology Full-time Assistant Professor
2016.9 ~ 2020.12 Southeast University Doctor of Engineering
2018.1 ~ 2019.1 University of Nottingham, UK. Joint PhD Student (Supervisor: Prof. Pat, IEEE Fellow). Funded by CSC.
2026.9 ~ 2027.9 Nanyang Technological University, Singapore. Visiting Scholar at School of Computer Science and Data Science (Supervisor: Prof. Erik, IEEE Fellow).
Teaching：
Library Management-Intelligent Library Planning and Construction, C Programming, Embedded System Design
Funding：
(1) National Key R&D Program Sub-project, “Special Project on Social Governance and Smart Society Technology Support” (Sub-project of “317” Project), Key Researcher (Funded).
(2) National Natural Science Foundation of China (NSFC) General Program, “Visual Learning and Knowledge Modeling for Intelligent Welding Defect Detection”, Key Researcher (Funded).
(3) 2026 Henan Provincial Key R&D and Promotion Special Project (Science and Technology Tackling), “Research on Network Public Opinion Analysis Methods Fusing Multimodal Feature Enhancement and Cognitive Learning”, Principal Investigator, Ongoing (Funded).
(4) 2025 Henan Provincial University Humanities and Social Sciences Research General Project, “Social Media Public Opinion Analysis Based on Multimodal Fusion Methods”, Principal Investigator, Ongoing.
(5) 2025 Special Research Project on Party Conduct and a Clean Government, “Research on the Construction of a Special Database for Integrity Culture Education”, Principal Investigator, Ongoing (Funded).
(6) 2025 Zhengzhou University Young Talent Enterprise Cooperation Innovation Team Support Program, Principal Investigator, Ongoing (Funded).
(7) 2024 Zhengzhou University Young Talent Enterprise Cooperation Innovation Team Support Program, Principal Investigator, Completed.
(8) 2021 Henan Provincial Philosophy and Social Sciences Planning Annual Project, “Research on the Precision Construction of Digital Resources in University Libraries”, Participant, Completed (Outcome Evaluation: Excellent).
(9) 2021 Henan Provincial Federation of Social Sciences Research Project, “Research on Artificial Intelligence Promoting the Green and Smart Development of Henan Agriculture”, Principal Investigator, Completed.
(10) 2021 Henan Provincial Library and Information Research Project, “Research on Intellectual Property Protection Methods in Zhengzhou University Library Driven by Blockchain Technology”, Principal Investigator, Completed.
(11) 2021 Henan Provincial Library and Information Research Project, “Research on the Construction of Smart Libraries Driven by Artificial Intelligence”, Participant, Completed.
(12) 2021 Zhengzhou University Young Talent Enterprise Cooperation Innovation Team Support Program, Principal Investigator, Completed.
(13) 2022 Zhengzhou University Young Talent Enterprise Cooperation Innovation Team Support Program, Principal Investigator, Completed.
(14) 2021 Enterprise-Entrusted Horizontal Project, “Design of Data Acquisition Software System Based on Internet of Things”, Principal Investigator, Ongoing (Funded).
(15) 2022 Enterprise-Entrusted Horizontal Project, “Order Inbound and Outbound Information Management System”, Principal Investigator, Ongoing (Funded).
(16) 2024 Enterprise-Entrusted Horizontal Project, “Design of Robot Servo Platform Based on Reinforcement Learning”, Principal Investigator, Ongoing (Funded).
(17) 2025 Enterprise-Entrusted Horizontal Project, “Design of Servo System Hardware-in-the-Loop Simulation Platform”, Principal Investigator, Ongoing (Funded).
(18) 2024 Henan Provincial Key R&D and Promotion Special Project (Science and Technology Tackling), “Research on Intelligent Detection Methods for Welding Defects Fusing Visual Inspection and Cognitive Models”, Key Researcher (Funded).
(19) Henan Provincial Key R&D and Promotion Special Project (Science and Technology Tackling), “Research on Key Technologies of Security Risk Prevention and Control Based on Artificial Intelligence”, Participant, Completed.
(20) 2019 EU Cooperation Project “Clean Sky JTI” (University of Nottingham, UK), Participant, Completed.
Thesis：
Q. Wang, H. Yu, et al. A Low-Complexity Optimal Switching Time Modulated Model Predictive Control for PMSM with Three-Level NPC Converter [J]. IEEE Transactions on Transportation Electrification, pp. 1188–1198, 2020.
Q. Wang. Research on Variable Structure Trajectory Tracking Method of Automatic Book Inventory Robot [J]. Journal of Zhengzhou University, 2023.4.
Q. Wang. Intelligent Guide Robot Control in Library Based on Improved Machine Learning Algorithm [J]. Modern Computers, 2024,5.
Q. Wang. The Library Data Center Environmental Monitoring System Based on Internet of Things Technology [J]. Modern Computers, 2024,6.
Q. Wang. Agricultural Green Wisdom Evaluation System Based on Extreme learning machine Algorithm [J]. Modern Computer, 2023,9.
Q. Wang, H. Yu, et al. An Improved Sliding Mode Control Using Disturbance Torque Observer for Permanent Magnet Synchronous Motor [J]. IEEE Access, vol. 7, pp. 36691–36701, 2019.
Q. Wang, H. Yu, et al., A Novel Adaptive Neuro-Control Approach for Permanent Magnet Synchronous Motor Speed Control [J]. Energies, vol. 11, no. 9, p. 2355, Sep. 2018.
G. Qin, M. Wang, G. Cao, Q. Wang*, et al., PID Sliding Mode Control of PMSM Based on Improved Terminal Sliding Mode Reaching Law[J]. Energies, 2025, 18(10): 15.
M. Wang, YH.Liu, Q. Wang*, et al. Current-constraint speed regulation for PMSM based on port-controlled Hamiltonian realization and deep deterministic policy gradient [J]. IEICE Electronics Express, 2024.
Q. Wang, M. Rivera, J. A. Riveros, and P. Wheeler. Modulated Model Predictive Current Control for PMSM Operating With Three-level NPC Inverter [C]. COBEP/SPEC， Dec. 2019, pp. 1–5.
M. Wang, Q. Wang, et al. Current-constrained Control for PMSM Based On Port-controlled Hamiltonion System And Deep Deterministic Policy Gradient[C]. The 2021 Chinese Intelligent Automation Conference，October.2021.
S.J. Song, Q. Wang, B.L. Liao, et al. The Design and Implementation of Optimization Control Development Tool for DHP Algorithm [J]. Computer Engineering and Design, 2011, 32(12):4087-4090+.
Patent：
Multi-objective control method, controller and control system for permanent magnet synchronous motor (ZL202111625383.8) (invention patent) has been authorized;
Permanent magnet synchronous motor vector control method based on global online heuristic dynamic programming (ZL201810071519.7) (invention patent) has been authorized;
A permanent magnet synchronous linear motor double open automatic door control method (ZL201810115147.3) (invention patent) has been authorized;
A grid-connected inverter control method for wave power generation system (ZL201810144406.5) (invention patent) has been authorized;
A speed ripple suppression method for electric vehicles (ZL201810144375.3) (invention patent) has been authorized.
Book：
《Research on the Planning and Construction of Smart Library》Zhongzhou Ancient Books Publishing House, 2024.6;
《Electronic Process Training Course》 China Electric Power Press,13th Five-Year Plan textbook;
《Electronic Technology》China Electric Power Press,13th Five-Year Plan Textbook.
Standard：
《Guarantee Requirements for Components of Ship Products》707 Research Institute of China State Shipbuilding Co., LTD., 2023.
Award：
The first prize of research project of Henan Federation of Social Sciences (presided over);
The first prize of the 14th Henan Provincial Library and Information Academic Achievement Award (presided over);
The first prize of the 13th Henan Provincial Library and Information Academic Achievement Award (presided over);
The second prize of the 12th Henan Provincial Library and Information Academic Achievement Award (presided over).
2014 National Information Technology Application level Competition “STC Cup” National first prize best instructor
2013 National Information Technology Application level Competition “STC Cup” National third prize Outstanding instructor
2014 National Vocational skills Competition “Intelligent electronic product system function implementation” national third prize instructor
First prize instructor of Henan Province in 2015 National Electronic Design Competition for College Students
The second prize (3 items) of Henan Province in 2015 National College Student Challenge Cup Competition
2015 National Vocational Skills Competition “Intelligent Building System Installation and debugging” Second prize instructor of Henan Province
2013 National Electronic Design Competition for College Students, Second prize in Henan Province
2014 Henan Institute of Technology “Student Challenge Cup Competition” first prize (2) Tutor
2012 Henan Institute of Technology “Student Challenge Cup Competition” second prize (1) Advisor
2012 Henan Institute of Technology “Student Challenge Cup Competition” third prize (2) Tutor
2014 Third prize of “Teaching Skills Competition” of Henan Institute of Technology
2013 Outstanding Trade Union Member
The title of 2012 Youth Sudden Shooter