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Jedithjah Naapia Tamedi Papia
Politeknik Negeri Manado
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Journal : Journal Electrical and Computer Experiences

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Implemantation of Non-Sensor Based Fuzzy Logic Control for G-Code Parameter Optimization: Advanced Efficiency in Titanium Alloy CNC Processing I Made Aditya; Bryant Josua Runturambi; Jedithjah Naapia Tamedi Papia; Firmansyah Reskal Motulo; Jerry Heisye Purnama; Meike Negawati Kesek
Journal Electrical and Computer Experiences Vol. 2 No. 2 (2024): July-December
Publisher : Tinta Emas Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59535/jece.v2i2.363

Abstract

This research introduces an innovative algorithm for G-code modification using Fuzzy Logic Control (FLC) to optimize Computer Numerical Control (CNC) machining parameters without relying on additional hardware or sensors. The study develops a computational framework that processes G-code blocks with an average speed of 0.3ms while maintaining a minimal memory footprint of 1.2MB. Implementation results demonstrate an 18% reduction in total machining time, with the feed rate optimized from 1000 mm/min to 1180 mm/min for linear cutting and spindle speed enhanced from 3000 RPM to 3450 RPM, while maintaining conservative parameters for critical plunge cutting operations. The system achieved a 23% increase in tool life through intelligent parameter modulation. Testing on titanium alloy workpieces showed consistent performance with zero machining interruptions during parameter modification, marking a five-fold improvement in processing speed compared to existing sensor-based systems. This hardware-independent approach enables rapid deployment in existing CNC systems through simple software updates, offering a cost-effective solution for machining optimization. The research establishes a foundation for intelligent G-code generation that adapts to material properties and cutting conditions while maintaining operational safety and efficiency.
Co-Authors Abdul Rahman Adrian Maidangkay Ahmad Muktamar B Ajeng Wulansari Anggitya Alfiansari Antonius Rino Vanchapo Anwar, Dedtri Arisanti, Ivon Audy Fryan Agow Baso Intang Sappaile Bryant Josua Runturambi Darmawan, Putu Deny Dodi Setiawan Riatmaja Firmansyah Reskal Motulo Galman Marcelino Pudi Hendra Purnomo, Hendra I Made Aditya Ichsan Ichsan Ilwandri Ilwandri Jerry Heisye Purnama Judijanto, Loso Kamaruddin, Ilham KMT Lasiatun KMT Lasmiatun Lucky Mahesa Yahya Meike Negawati Kesek Musbar Ibrahim Nining Andriani Nodi Poluan Sompie Sari, Mike Nurmalia Siti Munawaro Susanti Usman Syafruddin Syafruddin Tomi Apra Santosa Usman, Patima M Zainal Abidin