cv
Basics
Name | Jiaze Cai |
jiaze12@berkeley.edu | |
Url | https://jiazecai.github.io |
Summary | Reseach Assistant in Hybrid Robotics Group at UC Berkeley. |
Education
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2023.08 - 2024.05 Master of Engineering
University of California, Berkeley
Mechanical Engineering
- Control of Robotic and Autonomous Systems
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2019.08 - 2023.05
Work
Research Experience
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2024.05 - Present Research Assistant
Hybrid Robotics Group, UC Berkeley
- Designing and developing a high-DoF bird-scale flapping-wing robot
- Developed simulation environments for learning-based control
- Implemented learning-based control framework for agile trajectory tracking
- Working on deploying control policy on physical flapping-wing robot
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2022.03 - 2023.06 Research Assistant
Advanced Vertical Flight Laboratory, Texas A&M University
- Led project on Air-Launched Foldable Tail-Sitter design and testing
- Implemented digital PID speed controller for hovering and vertical flight
- Conducted horizontal flight design and stability analysis
Publications
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2024 Learning-based Trajectory Tracking for Bird-inspired Flapping-Wing Robots
arXiv
Bird-sized flapping-wing robots offer significant potential for agile flight in complex environments, but achieving agile and robust trajectory tracking remains a challenge due to the complex aerodynamics and highly nonlinear dynamics inherent in flapping-wing flight. In this work, a learning-based control approach is introduced to unlock the versatility and adaptiveness of flapping-wing flight.
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2024 Development of a tube-launched tail-sitter unmanned aerial vehicle
International Journal of Micro Air Vehicles
This paper describes the development and flight testing of a tail-sitter unmanned aerial vehicle (UAV) platform that has the potential to be tube-launched. Integrated with vertical take-off and landing (VTOL) capability, the platform can perform high-endurance loiter tasks along with low-speed and hovering flights, and land vertically in limited spaces.
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2022.09 A Fully Mechanical Realization of PID Controller
Highlights in Science, Engineering and Technology
PID controller is one of the most widely used control elements in the industry. Over history, people have implemented the PID controller mechanically with pneumatical components, electronically in circuits, or digitally using DSP. However, the pure mechanical realization of PID controllers is rarely studied.
Interests
Aerial Robotics | |
UAV Design & Prototyping | |
Flapping-wing UAVs |
Control | |
UAV Dynamics & Control | |
Reinforcement Learning |
Other Interests | |
Aerial Photography | |
RC Planes, Cars, Boats |
Skills
Control and Dynamic Simulation | |
Simulink | |
MuJoCo |
Structure Design | |
SolidWorks | |
ABAQUS |
Aerodynamic Design | |
Star CCM+ | |
XFLR5 |
Programming | |
Python | |
C++ | |
C | |
MATLAB | |
LabView | |
Java |
Benchwork | |
CNC machine | |
3D printing | |
Cutting machine | |
Bench drill |
Electronics | |
I2C protocol | |
PWM | |
Arduino | |
Raspberry Pi | |
MPU9250 IMU | |
FPGA | |
ZYBO-z7 board | |
Verilog programming |
Languages
Chinese | |
Native speaker |
English | |
Fluent |