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Article

Enhancing Smoothness via Redundancy in 3D Laser Cutting Manufacturing: A Collision-Free, Minimized Jerk Trajectory Optimization Approach †

1
Department of Electronics and Telecommunications, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Turin, Italy
2
EFORT Europe s.r.l., Corso Duca degli Abruzzi 2, 10128 Turin, Italy
*
Authors to whom correspondence should be addressed.
This paper is an extended version of our paper published in 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova, Italy, 10–13 September 2024.
Machines 2025, 13(5), 339; https://doi.org/10.3390/machines13050339
Submission received: 26 February 2025 / Revised: 15 April 2025 / Accepted: 17 April 2025 / Published: 22 April 2025

Abstract

In modern manufacturing, achieving high-speed laser cutting requires advanced robotic trajectory planning for smoothness and collision avoidance. Poorly optimized motion can cause frequent velocity changes, leading to mechanical vibrations that shorten machine service life. This study presents an innovative trajectory optimization approach for laser cutting machines equipped with a redundant standoff axis. A B-spline-based analytical model formulates rotational axes trajectories as quadratic programming problems to minimize jerk (the rate of acceleration change) under machining accuracy and kinematic constraints. Additionally, an M path, represented by the wrist center’s trajectory, refines translational axes by adjusting the standoff axis through a similar optimization model, thereby reducing mechanical stress. Collision avoidance is ensured through a concurrent iterative optimization process, considering the feasible domains of representative 3D geometric tool orientations. Simulation experiments on a complex B-pillar workpiece demonstrate the framework’s effectiveness, clearly indicating significant reductions in jerk and improved trajectory smoothness for both rotational and translational axes compared with conventional methods and a prior approach. This work advances high-speed machining capabilities by offering a novel, robust solution that leverages redundant structures to further improve trajectory smoothness and reliability in demanding industrial applications.
Keywords: laser cutting manufacturing; redundancy; collision avoidance; minimized jerk trajectory optimization; quadratic programming laser cutting manufacturing; redundancy; collision avoidance; minimized jerk trajectory optimization; quadratic programming

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MDPI and ACS Style

Ding, Z.; Indri, M.; Rizzo, A. Enhancing Smoothness via Redundancy in 3D Laser Cutting Manufacturing: A Collision-Free, Minimized Jerk Trajectory Optimization Approach. Machines 2025, 13, 339. https://doi.org/10.3390/machines13050339

AMA Style

Ding Z, Indri M, Rizzo A. Enhancing Smoothness via Redundancy in 3D Laser Cutting Manufacturing: A Collision-Free, Minimized Jerk Trajectory Optimization Approach. Machines. 2025; 13(5):339. https://doi.org/10.3390/machines13050339

Chicago/Turabian Style

Ding, Zhipeng, Marina Indri, and Alessandro Rizzo. 2025. "Enhancing Smoothness via Redundancy in 3D Laser Cutting Manufacturing: A Collision-Free, Minimized Jerk Trajectory Optimization Approach" Machines 13, no. 5: 339. https://doi.org/10.3390/machines13050339

APA Style

Ding, Z., Indri, M., & Rizzo, A. (2025). Enhancing Smoothness via Redundancy in 3D Laser Cutting Manufacturing: A Collision-Free, Minimized Jerk Trajectory Optimization Approach. Machines, 13(5), 339. https://doi.org/10.3390/machines13050339

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