Antti Martikainen

Lappeenranta-Lahti University of Technology

Papers

Total Citations

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About

Antti Martikainen is a researcher specializing in advanced manufacturing and quality assurance, with a primary focus on laser-based measurement systems for robotic welding applications. His most-cited work, "Weld Quality Verification by Using Laser Triangulation Measurement" (2020), addresses a critical challenge in adaptive welding: the need for precise dimensional measurement of workpieces to enable real-time parameter control and robotic positioning feedback. By leveraging laser triangulation-based vision systems, Martikainen’s research provides practical solutions for compensating workpiece inaccuracies, directly enhancing weld quality and automation efficiency. Though his citation count of 3 reflects a growing field, his contribution is notable for its applied impact, bridging the gap between theoretical metrology and industrial robotics. This work underscores his expertise in integrating optical measurement techniques with manufacturing processes, offering a foundation for future innovations in smart fabrication. Martikainen’s research is particularly valuable for students and engineers seeking to understand how non-contact sensing can improve precision in automated welding environments.