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Task-Oriented Systematic Design of a Heavy-Duty Electrically Actuated Quadruped Robot with High Performance
Junjun Liu1, Zeyu Wang2, Letian Qian1
1State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 430074, China.
This study presents a novel task-oriented design approach for heavy-duty quadruped robots, optimizing performance through hierarchical optimization and control-in-the-loop simulation. The developed electric prototype demonstrates impressive speed and endurance with significant payload capacity.
Area of Science:
- Robotics and Mechanical Engineering
- Artificial Intelligence and Control Systems
Background:
- Increasing demand for high-performance quadruped robots in practical applications.
- Design challenges in heavy-duty electric quadruped robots due to constraints in motor torque and battery energy density.
- Need for a systematic approach to balance conflicting performance indicators like speed, payload, and endurance.
Purpose of the Study:
- To introduce a novel task-oriented design methodology for heavy-duty electric quadruped robots.
- To address design conflicts and optimize performance metrics through a structured design path.
- To develop a reliable design specification for task-specific quadruped robots.
Main Methods:
- Utilizing heuristic design for initial prototype form and proposing a task-oriented actuator joint configuration.
- Employing step-wise analytical models for leg length and joint parameter optimization, considering trajectory and motor heat constraints.
- Constructing a holistic simulation platform with modular control algorithms for iterative design refinement.
Main Results:
- Development of a heavy-duty electric quadruped robot prototype.
- Achieved maximum speed of 2 m/s in trotting gait with a payload exceeding 160 kg.
- Demonstrated endurance of 2 hours, validating the efficiency of the proposed design approach.
Conclusions:
- The proposed task-oriented design approach effectively balances conflicting performance requirements in heavy-duty electric quadruped robots.
- Hierarchical optimization and control-in-the-loop simulation are crucial for achieving robust and efficient robot designs.
- The developed prototype validates the practical applicability and efficiency of the presented design strategies.
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