A Novel Tool Geometry Approach for Process Optimization in CNC-Based SMEs


Authors : Devendra Bodkhe; Purnima Chandrasekar; Dr. Arpit Rawankar

Volume/Issue : Volume 10 - 2025, Issue 10 - October


Google Scholar : https://tinyurl.com/3478zhf7

Scribd : https://tinyurl.com/5n7a7475

DOI : https://doi.org/10.38124/ijisrt/25oct1281

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Abstract : Computer Numerical Control (CNC) machining retains relevance for unerring performance and productivity amid the volatile automobile scenario. Small and Medium Enterprises (SMEs) face the dilemmas of tool wear, thermal instability, and non-graded machining methods, which form the increased operational cost and lesser output. Under the ambit of the study, a thrust formulation was offered as a solution to Shubham Industries, a CNC-based SME located in Aurangabad, India, engaged in automotive component manufacturing, for process optimization and tool life enhancement. The study revealed that tool wear was very rapid, chip evacuation was very poor, and excess heat was generated due to the use of non-standard cutting tool geometries. Taking into consideration process parameters like tool material, rake, and flank angles and concentration of coolant, a novel standardized tool was designed. That is, details for a cutting tool have been provided with a rake angle of 8° and flank angle of 28°, as well as a specially prepared fixture to allow for re-sharpening. These implementations were then done on the CNC machines in actual production environments. An increase in tool life of 35% was reported with a 40% reduction in thermal loads imparted during cutting procedures. The immediate monthly cost savings were INR 13,440, with the yearly cost savings above INR 1.6 lakhs. Dimensional accuracy and quality of surface finish have shown improvements as well, which are prime requirements in automotive manufacturing. With a better design for the fixture, the re-sharpening becomes easier, therefore further reducing both operator dependency and downtime. CNC machining provides a scalable and economical paradigm for SMEs in the automobile industry so that these companies can work on standardizing cutting tool geometries and, in turn, process parameters to increase productivity and guarantee uniform quality at lower manufacturing costs for lean and sustainable production systems.

Keywords : CNC Machining; Cutting Tool Life; Reduction in Tool Wear; Process Optimization; Rack Angle; Flank Angle; SME Productivity; Reduction of Thermal Load; Tool Re-Sharpening Fixture; Manufacturing Cost Saving; Standardized Tool Design.

References :

  1. G. Boothroyd and W. A. Knight, 'Fundamentals of Machining and Machine Tools,' CRC Press, 2005.
  2. K. A. Kumar and S. Shunmugam, 'Tool life enhancement in machining,' Int. J. Adv. Manuf. Technol., vol. 45, pp. 892–900, 2010.
  3. MSME Innovation Portal Project Report, 2020, Shubham Industry Case Study.
  4. K. A. Kumar and S. Shunmugam, “Tool life enhancement in machining,” International Journal of Advanced Manufacturing Technology, vol. 45, no. 9, pp. 892–900, 2010.
  5. A. K. Sharma, “Optimization of cutting parameters for tool life improvement in CNC machining,” Journal of Materials Processing Technology, vol. 209, no. 3, pp. 1159–1167, 2009.
  6. S. Davim, “Design of experiments in machining,” Journal of Materials Processing Technology, vol. 145, pp. 467–472, 2004.
  7. R. P. Singh and M. S. Khan, “Effects of cutting tool geometry on surface finish and tool life,” International Journal of Machine Tools and Manufacture, vol. 50, pp. 912–919, 2010.
  8. M. Chandrasekaran and N. Gokulakrishnan, “Process parameter optimization for CNC turning using Taguchi method,” in Proc. Int. Conf. on Design and Manufacturing (ICDM), 2014, pp. 192–198. Pham Minh Duc et al. (2020) — "An experimental study on the effect of tool geometry on tool wear and surface roughness in hard turning" — Found that adjusting inclination (effective rake) angles can reduce tool wear by ~41.3% and surface roughness by ~8.3%.
  9. IJERT (Saiyuvaraj et al., 2017) — "Case Study on Tool Wears Reduction in CNC Machine" — Offers applied case insights into reducing tool wear in CNC setups.
  10. IJERT-ProQuest (Cryogenic Cutting Tool Design) — Comparison of tools with different rake and primary clearance angles (e.g., 14° rake; 8° vs. 10° clearance), showing flank wear variations and adhesion concerns.
  11. ProQuest-MDPI (2020) — "Experimental Investigations and Optimization of Machining Parameters in CNC Turning of SS304 Using Coolant at 0 °C" — Demonstrated that low-temperature coolant significantly reduces tool wear by improving heat dissipation and increases tool life and surface finish.
  12. MDPI-SpringerOpen (2024) — "Influence of tool nose angle on cutting performance in hot machining of Inconel 718" — Shows how rake and flank angles influence tool temperature, cutting force, and wear; e.g., optimal rake ~5°, flank ~8° for minimal thermal load.
  13. SpringerOpen-International Journal of Advanced Manufacturing Technology (2020) — "Analysis of the influence of the effective angles on the tool wear in gear hobbing" — Found flank rake angles had limited influence on tool wear, but contribute to chip flow control.
  14. SpringerLink-Engineering Notes — "Mechanics of Machining" — Describes core relationships: larger rake improves tool life until heat conduction becomes limiting; similar trade-off for clearance angle.
  15. Engineering Notes India-LinkedIn Advice — "Tool geometry" overview — Explains how positive rake reduces cutting forces/heat (but weakens edge), while larger clearance reduces friction but could reduce rigidity—key trade-off ideas.
  16. LinkedIn-MDPI (2024) — "Investigation of the Influence of Tool Rake Angles on Machining of Inconel 718" — Highlights that positive rake yields lower subsurface deformation, cutting forces, and crater wear.
  17. MDPI-SpringerOpen (2017) — "Experimental investigation of surface roughness, flank wear… in hard turning AISI 4340 steel" — Reports tool life (~39 min) and cost estimates using coated carbide inserts, illustrating cost-effectiveness.
  18. SpringerOpen-Tandfonline (2023) — "Evaluation of tool wear mechanism considering machining parameters… titanium alloy in turning operation" — Identified depth of cut (DOC) as the dominant factor for flank wear; rake angle crucial for surface quality.
  19. Taylor & Francis Online-ResearchGate (Tools, Geometry and Material and Tool Wear) — Describes optimal flank clearance ranges (30–35° for very thin uncut chips), and the tradeoff of increasing flank angle vs heat dissipation and tool strength.
  20. ResearchGate-MDPI (2020, again) — sustains the importance of coolant in reducing built-up edge (BUE), flank wear, and improving surface finish when temperature-controlled coolant is used.
  21. MDPI-ArXiv (2024) — "Tool Wear Prediction in CNC Turning Operations using Ultrasonic Microphone Arrays and CNNs" — Introduces advanced predictive maintenance techniques—though not directly about tool geometry, it's relevant to SME tool-life strategies.
  22. Arxiv-ArXiv (2024) — "Combining shape and contour features to improve tool wear monitoring in milling processes" — Presents computer-vision techniques for tool-wear classification—useful for technology-enabled SMEs
  23. Sai Ravi Kiran, D. S., & Phani Kumar, S. (2013). Multi Objective Optimization of Tool Life and Total Cost Using 3-Level Full Factorial Method in CNC End Milling Process. International Journal of Mechanical Engineering and Robotics Research (IJMERR), 2(3).
  24. Ijmerr.com-Rosyidi, C. N., Widhiarso, W., & Pujiyanto, E. (Year). Multi objective optimization model of CNC turning for minimizing processing time and carbon emission with real machining application. Journal of Industrial Engineering and Management.
  25. Jiem-Samtaş, G., & Korucu, S. (2022). Study on the Formation Mechanism of Cutting Dead Metal Zone for Turning AISI 4340 with Different Chamfering Tools. Sādhanā.
  26. OUCI-Yousefi Nooraie, R., Safari, M., & Pak, A. (2019). Tool wear estimation in machining based on the flank wear inclination angle changes using the FE method. Machining Science and Technology, 24(3), 425–445.
  27. Taylor & Francis Online-Giang, L. H., Dai, M. D., & Duc, P. M. (2016). Investigation of effects of tool geometry parameters on cutting forces, temperature and tool wear in turning using Finite Element Method and Taguchi’s Technique. International Journal of Mechanical Engineering and Applications, 4(3).
  28. Science Publishing Group-Magri et al. (within). Experimental Investigation and Optimization of Tool Life in High-Pressure Jet-Assisted Turning of Inconel 718. Metals (MDPI).
  29. MDPI-Iqbal, A., Zhao, G., Cheok, Q., He, N., & Nauman, M. M. (2022). Sustainable Machining: Tool Life Criterion Based on Work Surface Quality. Processes, 10(6), Article 1087.
  30. MDPI-Pajaziti, A., Tafilaj, O., Gjelaj, A., & Berisha, B. (2025). Optimization of Toolpath Planning and CNC Machine Performance in Time-Efficient Machining. Machines, 13(1), Article 65.
  31. MDPI-Kumar, R., Sharma, S., & Singh, S. (2019). Optimization of Cutting Parameters in CNC Machining for Enhanced Surface Finish and Tool Life. Journal of the Gujarat Research Society, 21(10).
  32. Gujaratresearchsociety.in-Rathod, N. J., Chopra, M. K., Chaurasiya, P. K., & Vidhate, U. S. (2023). Optimization of Tool Life, Surface Roughness and Production Time in CNC Turning Process Using Taguchi Method and ANOVA. Annals of Data Science, 10(5), 1179-1197.

Computer Numerical Control (CNC) machining retains relevance for unerring performance and productivity amid the volatile automobile scenario. Small and Medium Enterprises (SMEs) face the dilemmas of tool wear, thermal instability, and non-graded machining methods, which form the increased operational cost and lesser output. Under the ambit of the study, a thrust formulation was offered as a solution to Shubham Industries, a CNC-based SME located in Aurangabad, India, engaged in automotive component manufacturing, for process optimization and tool life enhancement. The study revealed that tool wear was very rapid, chip evacuation was very poor, and excess heat was generated due to the use of non-standard cutting tool geometries. Taking into consideration process parameters like tool material, rake, and flank angles and concentration of coolant, a novel standardized tool was designed. That is, details for a cutting tool have been provided with a rake angle of 8° and flank angle of 28°, as well as a specially prepared fixture to allow for re-sharpening. These implementations were then done on the CNC machines in actual production environments. An increase in tool life of 35% was reported with a 40% reduction in thermal loads imparted during cutting procedures. The immediate monthly cost savings were INR 13,440, with the yearly cost savings above INR 1.6 lakhs. Dimensional accuracy and quality of surface finish have shown improvements as well, which are prime requirements in automotive manufacturing. With a better design for the fixture, the re-sharpening becomes easier, therefore further reducing both operator dependency and downtime. CNC machining provides a scalable and economical paradigm for SMEs in the automobile industry so that these companies can work on standardizing cutting tool geometries and, in turn, process parameters to increase productivity and guarantee uniform quality at lower manufacturing costs for lean and sustainable production systems.

Keywords : CNC Machining; Cutting Tool Life; Reduction in Tool Wear; Process Optimization; Rack Angle; Flank Angle; SME Productivity; Reduction of Thermal Load; Tool Re-Sharpening Fixture; Manufacturing Cost Saving; Standardized Tool Design.

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Paper Submission Last Date
31 - December - 2025

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