Papers
3
Total Citations
82
H-Index
3
About
Dr. Bincheng Li is a leading researcher in precision robotics and optical manufacturing, specializing in the calibration and control of robotic smoothing systems. His work directly addresses the critical challenge of path deviations caused by geometrical errors in machining equipment, which degrade the surface quality of high-precision optical components. Dr. Li’s major contributions include the development of a highly powerful calibration method using an adaptive residual extended Kalman filter, which has garnered 48 citations for its effectiveness in enhancing robotic system accuracy. He also introduced a novel positioning accuracy improvement method that combines the Levenberg–Marquardt algorithm with an opposition-based learning squirrel search algorithm (18 citations). Most notably, his innovative Chebyshev interpolated Levenberg-Marquardt algorithm (CILM) offers a groundbreaking approach to compensating path errors, significantly improving smoothing quality and efficiency for optical components (16 citations). With over 80 cumulative citations, Dr. Li’s work is pivotal for advancing automated optical fabrication, enabling higher precision and throughput in industrial robotic polishing systems.
Research Focus
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