Model Optimization of cutting conditions of CNC face-milling operations using DNN and Pareto Method

  • Unique Paper ID: 153803
  • Volume: 8
  • Issue: 9
  • PageNo: 51-55
  • Abstract:
  • The manufacturing sector has seen notable expansion as a result of the increased demand for elevated quality of goods and computer numerical control (CNC) equipment, allowing developers to generate such elevated quality and high-complexity items at greater speeds. Milling is an useful methodology that is frequently used in manufacturing and involves the manufacturing including both basic and complicated configurations. The depth of cut necessary for the machining processes, as well as the level of surface quality, can be determined by modelling the mechanical and topological layout of a mill cutters. The study's major focus is to enhance the tool-workpiece interface behaviour.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{153803,
        author = {Sakshar Nagle and Dharmendra Tyagi},
        title = {Model Optimization of cutting conditions of CNC face-milling operations using DNN and Pareto Method},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {8},
        number = {9},
        pages = {51-55},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=153803},
        abstract = {The manufacturing sector has seen notable expansion as a result of the increased demand for elevated quality of goods and computer numerical control (CNC) equipment, allowing developers to generate such elevated quality and high-complexity items at greater speeds. Milling is an useful methodology that is frequently used in manufacturing and involves the manufacturing including both basic and complicated configurations. The depth of cut necessary for the machining processes, as well as the level of surface quality, can be determined by modelling the mechanical and topological layout of a mill cutters. The study's major focus is to enhance the tool-workpiece interface behaviour.},
        keywords = {CNC, Milling, Machining, Optimization.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 8
  • Issue: 9
  • PageNo: 51-55

Model Optimization of cutting conditions of CNC face-milling operations using DNN and Pareto Method

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