Kouki Maeda

Papers

Total Citations

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About

Kouki Maeda is a researcher at the forefront of advanced manufacturing and robotics, with a specialized focus on the calibration and application of robotic systems in woodworking. His work addresses the unique challenges of integrating industrial manipulators into high-precision, contact-intensive tasks traditionally performed by specialized machinery. Maeda’s major contribution lies in developing a novel calibration method for robotic woodworking arms using a motion capture system, a technique that significantly enhances positional accuracy without requiring expensive, high-force-rated robots. This innovation, detailed in his most-cited 2022 paper, has been instrumental in enabling collaborative projects with industry partners like Miyagawa Koki Co., Ltd., demonstrating how standard manipulators can be repurposed for subtractive manufacturing. While his citation count is currently modest, the practical impact of his research is substantial, bridging the gap between industrial robotics and traditional craftsmanship. Maeda’s work is particularly notable for its focus on reducing contact force in machining, a critical factor that allows for safer, more accessible robotic woodworking. For students and researchers, Maeda exemplifies how targeted calibration and creative problem-solving can expand the boundaries of robotic application, making advanced automation viable for small-scale and specialized industries.