journal article·2026-07-22

Optimization of Process Parameters for Atmospheric Plasma‐Sprayed Alumina Coatings Using Orthogonal Experimental Design

Jiajia Liu, Xinchao Wang, Xiaoli Bai

Advanced Engineering Materials· Volume 28· Issue 14
Publisher page

Abstract

The service life of grinding rolls in wheat flour mills is severely limited by surface wear. This study optimizes atmospheric plasma‐sprayed (APS) alumina coatings on HT250 cast iron using an L9(3 3 ) orthogonal array, investigating current (500–700 A), hydrogen flow rate (8–12 L/min), and spraying distance (80–120 mm). Spraying distance most significantly influences α‐Al 2 O 3 content. Multiresponse optimization with weights of 0.4 (wear rate), 0.35 (hardness), and 0.25 (bonding strength) identifies the optimal parameters: 600 A, 12 L/min H 2 , and 80 mm. The orthogonal test sample prepared under these parameters exhibits superior performance: a hardness of 1493.8 HV (6.4× substrate), wear rate of 3.3 × 10 −6 mm 3 /(N·m) (78.3% reduction), and bonding strength of 39 MPa. ANOVA confirms current's statistically significant effect ( p < 0.05) on overall performance. Subsequent validation experiments were conducted by fabricating new samples under the identical optimal parameters, with relative errors below 5% for all three indicators (hardness: 1502.4 HV, wear rate: 3.2 × 10 −6 mm 3 /(N·m), bonding strength: 40.2 MPa), verifying the reproducibility and reliability of the optimized process. This work provides a systematic framework for designing high‐performance APS ceramic coatings for industrial wear components.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Metal Alloys Wear and Properties · High-Temperature Coating Behaviors · Metal and Thin Film Mechanics

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Henan Key Laboratory of Superhard Abrasives and Grinding Equipment School of Mechanical and Electrical Engineering Henan University of Technology Zhengzhou China

References (46)

Show source-provided references
1. 10.1111/1750‐3841.7019110.1111/1750‐3841.70191 ↗
2. 10.1002/star.20120022410.1002/star.201200224 ↗
3. 10.1002/JSFA.7009010.1002/JSFA.70090 ↗
4. 10.1111/ijfs.1520210.1111/ijfs.15202 ↗
5. 10.1016/j.matpr.2020.02.11710.1016/j.matpr.2020.02.117 ↗
6. 10.3390/COATINGS1303062210.3390/COATINGS13030622 ↗
7. 10.1007/S11696‐023‐03089‐410.1007/S11696‐023‐03089‐4 ↗
8. 10.3390/COATINGS1212184710.3390/COATINGS12121847 ↗
9. 10.1016/J.CERAMINT.2024.04.28210.1016/J.CERAMINT.2024.04.282 ↗
10. 10.1007/s10854‐017‐7011‐610.1007/s10854‐017‐7011‐6 ↗
11. 10.37128/2520‐6168‐2025‐3‐910.37128/2520‐6168‐2025‐3‐9 ↗
12. 10.1016/j.ceramint.2015.05.06610.1016/j.ceramint.2015.05.066 ↗
13. 10.1016/J.SURFCOAT.2021.12719310.1016/J.SURFCOAT.2021.127193 ↗
14. 10.3390/app1302095610.3390/app13020956 ↗
15. 10.1080/02670844.2021.196702410.1080/02670844.2021.1967024 ↗
16. 10.1016/J.SURFIN.2023.10276310.1016/J.SURFIN.2023.102763 ↗
17. 10.1016/j.surfcoat.2004.02.00710.1016/j.surfcoat.2004.02.007 ↗
18. 10.1016/S0257‐8972(99)00252‐210.1016/S0257‐8972(99)00252‐2 ↗
19. 10.1179/1743294412Y.000000005810.1179/1743294412Y.0000000058 ↗
20. 10.52687/2582‐1474/11110.52687/2582‐1474/111 ↗
21. 10.1007/S11666‐020‐01134‐210.1007/S11666‐020‐01134‐2 ↗
22. 10.1007/s11090‐020‐10143‐610.1007/s11090‐020‐10143‐6 ↗
23. 10.1615/HighTempMatProc.v15.i2.1010.1615/HighTempMatProc.v15.i2.10 ↗
24. 10.1016/j.surfcoat.2012.08.01610.1016/j.surfcoat.2012.08.016 ↗
25. 10.1080/00202967.2017.135883410.1080/00202967.2017.1358834 ↗
26. Standardization Administration of China · 2002
27. 10.1016/S0043‐1648(97)00082‐310.1016/S0043‐1648(97)00082‐3 ↗
28. 10.1016/S0043‐1648(00)00504‐410.1016/S0043‐1648(00)00504‐4 ↗
29. 10.1007/978-3-319-05894-810.1007/978-3-319-05894-8 ↗
30. 10.3390/coatings910066310.3390/coatings9100663 ↗
31. 10.1007/s00217‐019‐03315‐y10.1007/s00217‐019‐03315‐y ↗
32. 10.1016/j.bsecv.2016.10.00110.1016/j.bsecv.2016.10.001 ↗
33. 10.1111/j.1151‐2916.1982.tb10511.x10.1111/j.1151‐2916.1982.tb10511.x ↗
34. 10.1111/j.1151‐2916.1999.tb01842.x10.1111/j.1151‐2916.1999.tb01842.x ↗
35. 10.1515/znb‐2006‐081110.1515/znb‐2006‐0811 ↗
36. 10.1524/zkri.2011.143710.1524/zkri.2011.1437 ↗
37. 10.21608/EJCHEM.2021.61793.333010.21608/EJCHEM.2021.61793.3330 ↗
38. 10.1016/J.MTCOMM.2023.10668110.1016/J.MTCOMM.2023.106681 ↗
39. 10.1007/s11003‐011‐9328‐210.1007/s11003‐011‐9328‐2 ↗
40. 10.5402/2012/74104210.5402/2012/741042 ↗
41. 10.1016/0301‐679X(94)90003‐510.1016/0301‐679X(94)90003‐5 ↗
42. 10.1016/J.TRIBOINT.2023.10893910.1016/J.TRIBOINT.2023.108939 ↗
43. 10.1016/J.MTCOMM.2025.11218210.1016/J.MTCOMM.2025.112182 ↗
44. 10.1007/S11666‐022‐01468‐Z10.1007/S11666‐022‐01468‐Z ↗
45. Properties and Characterization of Thermal Sprayed Coatings and a Review of Recent Research Progress
46. 10.1155/2008/15685110.1155/2008/156851 ↗