CV
Education
- B.S. in Mechanical and Automation Engineering, Hohai University, 2012
- M.S. in Naval and Ocean Engineering, Zhejiang University, 2015
- Ph.D in Mechanical and Aerospace Engineering, University of California, Davis, 2021
Work experience
- 2017-2019: Research Assistant
- University of California, Davis
- Duties included: Crop-transport robots system in strawberry harvesting
- Supervisor: Stavros G. Vougioukas
- 2020-2021: Research Assistant
- University of California, Davis
- Duties included: Co-bot for Grapebot harvesting
- Supervisor: Stavros G. Vougioukas.
- March 2021: Post-doctoral Scholar
- University of California, Davis
- Duties included: IoT system development for data collection in the harvesting scenario
- Supervisor: Stavros G. Vougioukas.
- Feb 2022: Research Scientist
- MU-robotix
- Duties included: Robotic system design, Planning and Control of E-tractor
- July 2022: Researcher (PI)
- HIC-ZJU & ZJU
- Duties included: Research on agricultural robotics
Skills
- Proficient in ROS/ROS2 package development (C++/Python)
- Optimization based path planning and tracking for mobile robot in the orchard;
- Application of OBCA for headland manuvering of E-tractor;
- Kinodynamic model based optimal control of E-tractor;
- Experienced in mathematical modeling of vehicle logistics problems;
- Online heuristic discrete optimization;
- Gurobi solver;
- CPLEX solver;
- Experienced in RTK-GPS based localization solution;
- Vehicle Model based state estimation with other sensor data;
- Sensor fusion of IMU and Odometry (visual odometry/wheel odometry);
- Experienced in navigation of mobile robots in the agricultrural field;
- Software-based Ackerman steering control;
- Path planning (Dubins, RRT);
- Path tracking (Pure-pursuit, MPC);
Publications
Talks
Optimized predictive dispatching of Robotic Harvest-Aids using Multiple Scenario Approach
Talk at ASABE conference 2018, Detroit, Michigan
Effect of the earliness of transporting requests on dispatching of Field Serving Units in robot-aided harvesting
Talk at ASABE conference 2019, Boston, Massachusetts
System-level description and evaluation of a robot-aided strawberry harvesting system
Talk at ASABE conference 2020, Omaha, Nebraska
Online trajectory generation for obstacle avoidance for mobile robots in orchards
Talk at ASABE conference 2021, Online
Online Safe Trajectory Planning Algorithm for Autonomous Agricultural Vehicle in Limited Headland Spaces
Talk at CIGR 2024, Seoul, Korea
Patent (provisional)
- Vougioukas, Stavros, Chen Peng, and Dennis L. Sadowski. “Robotic crop transport.” U.S. Patent Application No. 17/752,335.