科研成果

2026

A Humanoid TacTip Gripper with SSIM-CNN Recognition for Strawberry Harvesting

Kunlin Guo, Honggang Chen, Yuxiang Feng, Jiehao Li, Zhenyu Lu, Chenguang Yang

IEEE Transactions on Automation Science and Engineering

2026

Efficient Visual Manipulation Relationship Reasoning With Relationship Attention and Sparse Graph in Robotic Grasping

Lu Chen, Zhuomao Li, Zhou Zhao, Zhenyu Lu, Huaiyao Wang, Chenguang Yang

IEEE Transactions on Automation Science and Engineering

2026

Adaptive Stiffness Control for Series Elastic Actuators in Robotic Systems Using Dynamic Systems

Kunlin Guo, Zhenyu Lu, Zhiwei Tan

Computational Intelligence

2026

TacShade 2.0: A New Greyscale Pattern-Based Optical Tactile Sensor for Robotic Perception and Adaptive Admittance Control

Jialong Yang, Zhenyu Lu, Chao Zeng, Fan Zhang, Chenguang Yang

IEEE Transactions on Instrumentation and Measurement

2025

Observer-Based Fuzzy Adaptive Admittance Control for Unknown Environment-Coupled Physical Human-Robot Interaction With Prescribed Tracking

Chengguo Liu, Kai Zhao, Zhenyu Lu, Chaoyang Li

IEEE Transactions on Fuzzy Systems

2025

A Multi-Task Learning System for Composites Defect Segmentation and Classification with TacRoller

Xiaolong Li, Tunwu Li, Zhenyu Lu, Chao Zeng, Guangliang Cheng, Chenguang Yang

2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

轻量化配网线路智能修补机器人

2025

围绕机器人轻量化结构设计、多维视觉感知、智能控制、无人机协同投放等关键技术开展研究。项目采用航空铝合金轻量化设计,实现机器人整机重量小于20 kg,相较传统方案具有更高的机动性和部署效率;同时具备不少于2小时连续作业能力、500 m以上稳定通信距离、100 ms以内低时延控制,可满足复杂配电线路环境下高效、安全、智能化修补作业需求。

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