Yixin Zhang
Papers
2
Total Citations
3
H-Index
1
About
Yixin Zhang is a researcher specializing in the reliability, tribology, and condition monitoring of harmonic reducers—critical precision components in robotics and industrial automation. Their work focuses on understanding and mitigating wear mechanisms in these high-performance gear systems, particularly in models like the LHD-I-25, where unique tooth profiles shift primary wear from flexible bearings to the flex-spline and circular spline contact. Zhang’s major contributions include developing a comprehensive lubrication and wear model for grease-lubricated harmonic reducers, offering predictive insights into failure modes that enhance design and maintenance strategies. Additionally, they pioneered a multi-sensor fusion approach combining acoustic emission and micro-vibration signals for performance degradation assessment, enabling early detection of wear without disassembly. This work, published in 2025, has already garnered early citations, reflecting its practical relevance. Zhang’s research bridges mechanical design, materials science, and sensor technology, providing actionable frameworks for extending the lifespan of robotic drivetrains. Their findings are particularly valuable for engineers and researchers working on precision motion control, industrial robotics, and predictive maintenance, positioning Zhang as an emerging voice in the field of mechanical transmission reliability.
Research Focus
Key Achievements
Top Papers
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- 2