Design and Development of an Intelligent Control System for an Ornament Laser Cutting Machine
Aman K. Mussina A. Ubayeva Z. Baidrakhmanova G. Zhailybayeva A. Seitbek A.
30 November 2025International Information and Engineering Technology Association
Mathematical Modelling of Engineering Problems
2025#12Issue 114061 - 4068 pp.
This study presents the design and implementation of an intelligent control system for an ornament laser cutting machine, with a focus on improving accuracy and adaptability under varying fabric densities. A fuzzy-PID controller was developed and compared with a conventional PID approach through both simulation and experimental validation. The mathematical model of the control system was analyzed, and sensitivity tests were performed to evaluate system robustness under material property variations. Results show that the fuzzy-PID controller reduced the steady-state error by up to 50% and decreased error variance by more than 40% compared to the classical PID. Furthermore, the fuzzy-PID achieved faster stabilization and maintained consistent performance across low-, medium-, and high-density fabrics. The findings confirm that the proposed fuzzy-PID control strategy provides superior adaptability and robustness, making it suitable for advanced mechatronic applications in manufacturing.
adaptive control , fuzzy-PID control , intelligent control system , laser cutting machine , manufacturing applications , mechatronics , sensitivity analysis
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Department of Computer Science and Information Technologies, K. Zhubanov Aktobe Regional University, Aktobe, 030000, Kazakhstan
Department of Computer Science and Information Technologies
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