Hongpeng Chen
Papers
2
Total Citations
50
H-Index
2
About
Hongpeng Chen is a rising leader in intelligent manufacturing and human-robot collaboration, with a research focus on human-centric robot learning and automated quality inspection. His most cited work, "Human-in-the-Loop Robot Learning for Smart Manufacturing: A Human-Centric Perspective" (2025, 43 citations), addresses critical challenges in manufacturing intelligence—namely low training efficiency and limited real-time feedback—by integrating human expertise into robot learning loops, thereby enhancing adaptability and safety on the factory floor. This contribution is pivotal for advancing Industry 5.0 paradigms that prioritize human-machine synergy. Chen also developed a PSO-based optimal coverage path planning method for robotic line scanners (2025, 7 citations), enabling efficient surface defect inspection of 3C components (computers, communications, consumer electronics) despite narrow sensor fields of view. This work directly improves quality control in high-precision electronics manufacturing. With a growing citation impact and a focus on bridging theoretical robotics with practical industrial applications, Chen’s research offers actionable solutions for smart factories, making him a key voice in the next generation of manufacturing innovation.
Research Focus
Key Achievements
Top Papers
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