Sun Zhe, now working in Nanjing University of Posts and Telecommunications, postgraduate supervisor, graduated from Zhejiang University of Control Science and Engineering in 2015, obtained a doctor’s degree in engineering, National University of Singapore post-doctoral, and won the title of “Transportation Young Scientific and Technological Talents” of the Ministry of Communications and the “Postal Industry Scientific and Technological Talents” of the State Post Bureau.
🔬 Researchs
System modeling and control: logistics network planning, underactuated system control,
robot control and other machine learning and artificial intelligence: neural networks, heuristic intelligent algorithms, LSTM, Transformer framework, Yolo, etc
🏢 Projects
Vertical and horizontal project
He has presided over and participated in the National Natural Science Foundation of China, Key Research and Development Program, Natural Science Foundation of Jiangsu Province, postdoctoral fund and school-enterprise cooperation projects.
- Research on modeling and anti-swing control of underactuated crane based on intelligent computing
- Research on anti-swing control of underactuated crane based on artificial intelligence technology
- Undergraduate Innovation and Entrepreneurship Project of NPT - YTO Joint Laboratory
- Smart Logistics Big Data Technology Project of NPT - YTO Joint Laboratory
- Big Data trusted authentication service project
- Research on key technologies of unmanned terminal delivery in NPT - Nanling Express Industry Innovation Research Institute
- Monitoring and on-line verification of flowmeter field monitor
- Research and development of intelligent sensor and heterogeneous transmission system
- Research on Key Technologies of Data Storage and Computing Intelligence in Big Data Environment
- Zero-trust access control security Service for massive terminals with multiple attributes
Teaching and teaching
- Undergraduate Course:Artificial Intelligence Technology and Applications
- Graduate taught:Intelligent Transportation systems, algorithm design
📝 Publications
He has published more than 30 papers (SCI + 20) in well-known journals at home and abroad, and authorized more than 20 invention patents .
📑 Papers
2024
- An meta-cognitive based logistics human resource modeling and optimal scheduling.Engineering Applications of Artificial Intelligence.Zhe Sun,et al.Volume 130, April 2024, 107760.
2022
- Designing and application of modified SSA based ADRC controller for overhead crane systems, International Journal of Intelligent Robotics and Applications ,Zhe Sun,et al.07 January 2022,Volume 6, pages 449–466, (2022)
2021
- Proton exchange membrane fuel cell model parameter identification based on dynamic differential evolution with collective guidance factor algorithm.Energy.Zhe Sun,et al.Volume 216, 1 February 2021, 119056( SCI Top，Cas District 1，IF：14.9，Cited 39 times )
- Non-negative discriminative collective target nearest-neighbor representation.International Journal of Intelligent Robotics and Applications.Zhe Sun,et al.19 April 2021,Volume 6, pages 1–9.
- Designing And Application Of Type-2 fuzzy PID control for overhead crane systems. International Journal of Intelligent Robotics and Applications.Zhe Sun, et al.Volume 5, pages 10–22, (2021)
2020
- An Adaptive DE Algorithm Based Fuzzy Logic Anti-swing Controller for Overhead Crane Systems,International Journal of Fuzzy Systems.Zhe Sun,et al.Volume 22, pages 1905–1921, (2020)
Before
- Designing and Optimization of Fuzzy Sliding Mode Controller for Nonlinear Systems.Computers, Materials & Continua 2019.Zhe Sun, et al. 61(1), 119-128.
- Type-2 Fuzzy Sliding Mode Anti-Swing Controller Design and Optimization for Overhead Crane.IEEE Access.Zhe Sun,et al.Volume: 6, 51931 - 51938.
- Parameter identification of PEMFC model based on hybrid adaptive differential evolution algorithm ,Energy,Zhe Sun,et al.Volume 90, Part 2, October 2015, Pages 1334-1341( SCI Top，Cas District 1，IF：14.9，Cited 138 times )
- Type-1/type-2 fuzzy logic systems optimization with RNA genetic algorithm for double inverted pendulum ,Applied Mathematical Modelling.Zhe Sun,et al.Volume 39, Issue 1, 1 January 2015, Pages 70-85.( SCI Top，Cas District 1，IF：9.4，Cited 50 times )
- Optimal tunning of type-2 fuzzy logic power system stabilizer based on differential evolution algorithm.International Journal of Electrical Power & Energy Systems. Zhe Sun,et al.Volume 62, November 2014, Pages 19-28.( SCI Top，Cas District 2，IF：5.2，Cited 73 times )
- Optimal sliding mode controller design based on dynamic differential evolutionary algorithm for under-actuated crane systems.IEEE Access.Zhe Sun,et al. Volume: 6, 67469 - 67476.
Patents
- 一种多传感器融合的无人车路面坑洼检测方法，2023年授权：CN116311173A
- 一种考虑装卸约束的多车厢点对点取送货路径规划方法,2023年授权：CN115952944A
- 基于货物量的人力资源配置方法, 2021年授权；CN113256027A
- 一种适用于无人车的行人及障碍物检测算法,2020年授权：CN111914688A
- 一种基于滑模控制理论的桥式吊车防摆控制方法,2018年授权；CN108427280A
🎖 Student Developments
graduate student
Grade 2020
Li Long
Bank of Hangzhou | Information Technology Department
Zhang BiYu
Unionpay Data Services Co., LTD | Innovative Products Division
Grade 2021
Yue Lei
National Scholarship
Huawei | BG Software Department of Terminal
Wang YuFei
China Mobile | Information Technology Department
Zhang WenJie
Icbc Nantong branch | Xingchen Guan Pei
Grade 2022
Wen Zhi
Cao YiYi
National Scholarship
Song Yan
ChengJiaJia
Grade 2023
Wang YiWen
Sun JunLong
Ma ShengNan
Xie YuXuan
Dai ShiYu
undergraduate student
Grade 2017
ling YaWen
Graduate to the University of Electronic Science and Technology is now working with Jingdong
Zhao ChengCong
Postgraduate to Southeast University
Sun ShuoShuo
Admitted to Southeast University
Grade 2018
Tian ZhenLong
Admitted to Southeast University
Zhen XiaXin
Postgraduate to Nanjing University of Science and Technology
Li JiaXin
Postgraduate to Beijing University of Posts and Telecommunications
Luo YaXin
Study in Korea
Ding ZiYi
Study abroad at Maastricht University
Li RunKe
Admitted to Southeast University
Rui Boyan
Jiangsu Telecom
Sun ChenXi
ByteDance
Sun YuShu
Admitted to East China Normal University
Tan Xing
Admitted to East China University of Science and Technology
Zhou JiChao
East China Normal University
Grade 2019
Dai ZiSheng
Undergraduates of Class 2019
Shanghai Jiaotong University
Zhang ZiYang
Undergraduates of Class 2019
School of Integrated Circuit, Southeast University
Grade 2020
Wang Yu
Peking University
Huang JingYu
Liu BoXv
Ma QingYu
Zhejiang University
Shao Songshuai
Chongqing University
Yu HaoYong
Nanjing University of Science and Technology
Zhang Xu
Pan LiLi
Southeast University
Grade 2021
Liu YunZe
Sun ZhiQiang
Wang LiTing
Yang QiMing
Zhu ZiYe
Grade 2022
Sheng XiaoYu
Wang YueHan
Xie JingDong