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Effect of cryogenic treatment on coated and uncoated carbide inserts during turning and facing of alloy steel using Taguchi method
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  • Published: 19 February 2026

Effect of cryogenic treatment on coated and uncoated carbide inserts during turning and facing of alloy steel using Taguchi method

  • R. Prem Chand1,
  • A. Chandra Shekar1,
  • C. R. Prakash Rao2,
  • K. C. Vishwanath3,
  • C. Chowda Reddy4,
  • Ali A. Rajhi5,
  • Alaauldeen A. Duhduh6,
  • Yohanis Dabesa Jelila7 &
  • …
  • Md Kareemullah8,9 

Scientific Reports , Article number:  (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Engineering
  • Materials science

Abstract

The manufacturing sector is under intense pressure to improve product quality and productivity while reducing production costs due to the rising cost of complex products. The performance of the cutting tool was much improved after the carbide inserts were coated with CVD. As it is customary in the industry, ISO P-20 coated insert grades were utilized for the studies. Cryogenic treatment was applied to the carbide inserts by bringing the temperature down to -186 °C. Frozen tungsten carbide inserts have a longer lifespan, according to the research. In order to determine the impact of cryogenic treatment on the toughness and tool life of coated and uncoated carbide inserts used to turn alloy steel, we utilised the Taguchi technique to consider both technical and economic aspects. The efficiency was tested using Taguchi orthogonal array L16, taking into account feed rate, cutting speed, insert coating, and tool type. While turning continuously, the effect of cutting speed was 18.01% and when facing intermittently, it was 9.45%. This was achieved using inserts coated with a sandwich layer of Al2O3 and TiC, with a thickness of 18.3 microns, on EN24 grade alloy steel with BHN values ranging from 234 to 236. While the feed rate contributed to 16.47% during intermittent facing operation, it was 21.66% in the continuous turning operation. When compared to untreated inserts, those that have been cryogenically treated had a 66.79% longer life during intermittent facing. At A2B2C1 parameters the inserts wear study shown that, the tool life of cryogenic treated coated carbide inserts found 42.81% higher than untreated coated carbide inserts for the same tool wear. Tempering of cryogenic-treated inserts at 200 °C for 150 min, resulted to 46.53% higher when compared to untreated coated carbide inserts in the continuous turning test and 71.44% higher in the intermittent facing trial compared to untreated coated carbide inserts.

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Data availability

The data that supports the findings of this study are available within the article.

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Acknowledgements

The authors extend their appreciation to the Deanship of Scientific Research at King Khalid University, Saudi Arabia for funding this work through Small Research Group Program under Grant No. RGP. 1/84/46.

Funding

The authors extend their appreciation to the Deanship of Scientific Research at King Khalid University, Saudi Arabia for funding this work through Small Research Group Program under Grant No. RGP. 1/84/46.

Author information

Authors and Affiliations

  1. Department of Robotics & Artificial Intelligence, Bangalore Institute of Technology (Affiliated to Visvesvaraya Technological University, Belagavi), Bangalore, India

    R. Prem Chand & A. Chandra Shekar

  2. CNC Tool Academy, Bangalore, India

    C. R. Prakash Rao

  3. Department of Robotics and Automation, Rajarajeswari College of Engineering (Affiliated to Visvesvaraya Technological University, Belagavi), Bangalore, India

    K. C. Vishwanath

  4. Department of Mechanical Engineering, C Byregowda Institute of Technology (Affiliated to Visvesvaraya Technological University, Belagavi), Kolar, India

    C. Chowda Reddy

  5. Department of Mechanical Engineering, College of Engineering, King Khalid University, Abha, 61421, Saudi Arabia

    Ali A. Rajhi

  6. Department of Mechanical Engineering Technology, CAIT, Jazan University, Prince Mohammed Street, P.O. Box 114, Jazan, 45142, Saudi Arabia

    Alaauldeen A. Duhduh

  7. Faculty of Mechanical Engineering, Jimma Institute of Technology, Jimma University, P.O. No. 378, Jimma, Ethiopia

    Yohanis Dabesa Jelila

  8. Department of Mechanical Engineering, Graphic Era (Deemed to be University), Clement Town, Dehradun, 248002, Uttarakhand, India

    Md Kareemullah

  9. Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, 140401, Punjab, India

    Md Kareemullah

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Contributions

Conceptualization, P.C.R, C.S.A; Writing—Review and Editing, C.R.P.R, V.K.C; Methodology, C.R.C, A.A.R; Formal analysis, A.A.D; Investigation, Y.D., M.K.

Corresponding authors

Correspondence to A. Chandra Shekar or Yohanis Dabesa Jelila.

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Chand, R.P., Shekar, A.C., Rao, C.R.P. et al. Effect of cryogenic treatment on coated and uncoated carbide inserts during turning and facing of alloy steel using Taguchi method. Sci Rep (2026). https://doi.org/10.1038/s41598-026-40235-w

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  • Received: 24 August 2025

  • Accepted: 11 February 2026

  • Published: 19 February 2026

  • DOI: https://doi.org/10.1038/s41598-026-40235-w

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Keywords

  • Cryogenic treatment
  • Turning
  • Intermittent facing
  • Tool life
  • Tool wear
  • EN24 grade alloy
  • Coated and uncoated carbide inserts
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