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Basics

Name Jiaze Cai
Email jiaze12@berkeley.edu
Url https://jiazecai.github.io
Summary Reseach Assistant in Hybrid Robotics Group at UC Berkeley.

Education

  • 2023.08 - 2024.05
    Master of Engineering
    University of California, Berkeley
    Mechanical Engineering
    • Control of Robotic and Autonomous Systems
  • 2019.08 - 2023.05
    Bachelor of Science
    Texas A&M University
    Aerospace Engineering

Work

Research Experience
  • 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
  • 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

  • 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.
  • 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.
  • 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