Wenpeng Zou
Papers
2
Total Citations
19
H-Index
1
About
Wenpeng Zou is a leading researcher in the field of hydraulic legged robotics, with a primary focus on advancing the control and energy efficiency of high-performance quadruped platforms. His work addresses two critical challenges in the domain: robust torque control under real-world model inaccuracies and the reduction of energy consumption to enable long-duration operations. In his highly cited 2022 paper, Zou introduced a multi-objective optimal torque control framework that simultaneously manages motion and force tracking for hydraulic quadruped robots, demonstrating exceptional performance even when faced with significant model errors—a common and debilitating issue in physical platforms. This contribution has garnered 18 citations, reflecting its impact on practical robot control. More recently, in 2025, Zou has pioneered a bionic energy-efficient inverse kinematics method leveraging neural networks, directly targeting the high energy consumption that limits hydraulic legged robots' endurance. By mimicking biological principles, this work promises to extend operational lifespans without sacrificing the high load capacity and power density that make these robots strategically important for intelligent mobile platforms. Zou’s research is pivotal for transitioning hydraulic legged robots from laboratory curiosities to field-deployable assets.
Research Focus
Key Achievements
Top Papers
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