Hongtu Zhao This email address is being protected from spambots. You need JavaScript enabled to view it.1

1College of Physcial Education, Jilin Normal University, Siping 136000, China


 

Received: November 25, 2021
Accepted: April 30, 2022
Publication Date: June 17, 2022

 Copyright The Author(s). This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are cited.


Download Citation: ||https://doi.org/10.6180/jase.202303_26(3).0013  


ABSTRACT


In testing the wear resistance of sports instruments, Traditional methods are inadequate in predicting the wear performance and fail to predict the wear mass loss under different loads. In order to predict the wear mass loss of sports equipment, a wear resistance evaluation method based on maximum likelihood estimation was designed in this study. Wear resistance prediction algorithm was designed by constructing the external parameter matrix and the prediction method of maximum likelihood estimation of wear resistance of magnesium alloy surface spraying. On this basis, the wear test platform is designed, and the influence of magnesium alloy surface spraying on the wear resistance of sports equipment is analyzed. In order to detect the effect of spraying coating on the surface of magnesium alloy on the wear resistance of sports equipment, the test results show that this method has small wear and high wear resistance, and the coating mass loss gradually increases with the increase of load. Under the load of 300 N, the wear loss of sports equipment sprayed by this method is only 9.8 mg. Under a certain load, the spraying method has little effect on the wear quality of sports equipment. The wear mass loss of sports equipment by this method is much less than that of the other three methods.


Keywords: wear resistance; maximum likelihood estimate; sports equipment; parameter matrix


REFERENCES


  1. [1] S. M. Yang, L. Y. Zhang, H. Z. Zhan, J. P. Luo, X. Lv, and X. H. Jie, (2019) “Effect of Mixing Ni on Properties of Cold Sprayed Zn-based Coating on Mg Alloy" Surface Technology 48(5):
  2. [2] S. Q. Yu, X. W. Yang, W. Y. Li, Y. X. Xu, and Y. B. Zhao, (2018) “Microstructure and Corrosion Behavior of Cold Sprayed Aluminum Alloy and Aluminum Matrix Composite Coatings on Magnesium Alloy" Aerospace Shanghai 35(4):
  3. [3] D. Xie and L. Feng, (2018) “Effect of Electric Arc Spraying on Wear Resistance of 45 Steel for Sports Equipment" Foundry Technology 39(3):
  4. [4] S. Q. Yu, X.W. Yang, F. F.Wang,W. Y. Li, Y. X. Xu, and Y. B. Zhao, (2018) “Protection for Cold Sprayed Coatings on Magnesium Alloy" Surface Technology 47(5): 57–70.
  5. [5] Y. Long and J. Zhang, (2018) “Heat Treatment Process Optimization of Magnesium Alloys with Fine-grain for Sports Equipment Based on Neural Network" HotWorking Technology 47(12): 234–236, 240.
  6. [6] X. Y. Li, C. Y. Ma, and X. D. Zhao, (2020) “Study on the Wear Resistance Prediction of Ni-SiC Nanocoating Based on a BP Neural Network Model" Journal of Functional Materials 51(1): 131–135.
  7. [7] Y. Pan, L. M. Zhao, Y. Ma, and H. Ye, (2018) “Research on Wear Resistant Property of Drive Shaft in Z170 Diesel Engine Based on Optimized Induction Quenching Process" Foundry Technology 39(7): 1578–1581, 1585.
  8. [8] M. X. Ma, Z. X. Wang, J. C. Zhou, M. Song, D. L. Zhang, and D. C. Zhu, (2022) “Effect of Zr Additions on Phase Transformations, Microstructure and Wear Resistance of High-Entropy AlCoCrCuFe Alloy" Metal Science and Heat Treatment 63: 470–478. DOI: 10.1007/s11041-022-00713-0.
  9. [9] K. Xiang, L. J. Chai, C. Q. Zhang, H. T. Guan, Y. Y. Wang, Y. L. Ma, Q. Sun, and Y. Q. Li, (2022) “Investigation of Microstructure and Wear Resistance of Laser-clad CoCrNiTi and CrFeNiTi Medium-entropy Alloy Coatings on Ti Sheet" Optics & Laser Technology 145: 107518. DOI: 10.1016/j.optlastec.2021.107518.
  10. [10] L. S. Shuster, G. S. Fox-Rabinovich, and S. V. Chertovskikh, (2022) “Influence of Cutting Conditions on the Wear Resistance of Tools with a TiB2Coating during Titanium Alloy Machining" Journal of Friction and Wear 42: 466–472.
  11. [11] Q. L. Guo, (2018) “Effect of Surface Spraying on Corrosion Resistance of AZ31 Alloy Used for Exhibition Design" Development and Application of Materials 33(3): 43–48.
  12. [12] M. El Genidy, (2019) “Statistical Modeling of the Daily Global Solar Radiation in Queensland, Australia" Songklanakarin Journal of Science and Technology 41(6): 1381–1389.
  13. [13] M. M. El Genidy and A. K. Ali, (2016) “Modeling the Amount of Pollutants Ozone Using Moments Method and Generalized Extreme Value Distribution" Asian Journal of Scientific Research 9(4): 143–151. DOI: 10.3923/ajsr.2016.143.151.
  14. [14] M. M. El Genidy and D. A. E. A. El-Rah, (2019) “A New High Accurate Estimation Method for Evaluating the Daily Solar Energy by Nested Percentiles Algorithm" Asian Journal of Scientific Research 12(4): 480–487.
  15. [15] K. G. Zhou and M. F. He, (2020) “Study on the Properties of Nacre Coating on Magnesium Alloy Prepared by Biomimetic Method" Nonferrous Metal Materials and Engineering 41(2): 1–8.
  16. [16] Z. H. Xie, (2018) “Effects of Feeding Process on Characteristics of Layered Double Hydroxide Coating on Mg Alloy" China Surface Engineering 31(4): 128–135.
  17. [17] N. L. Zhang, B. Wang, H. X. Zhang, and J. J. Dai, (2018) “Research on Microstructure and Wear Resistance of Self-lubricating Ceramic Coatings on Titanium Alloy" Surface Technology 47(12): 185–192.
  18. [18] L. Zhong, Y. J. Long, and X. Han, (2018) “Preparation and Wear Resistance Properties of CrN Coating by Magnetron Sputtering on Tool Surface" Surface Technology 47(10): 151–156.
  19. [19] H. J. Niu, J. J. Si, K. J. Zhu, L. X. Zhou, S. C. Liu, X. Q. Zhu, and X. L. Shi, (2019) “Effect of Surface Treatment on Wear Resistance of Steel Fittings" Foundry Technology 40(2): 225–228.
  20. [20] N. L. Zhang, B. Wang, H. X. Zhang, and J. J. Dai, (2019) “Study on Properties of APS Sprayed Al2O3 Coatings Based on Orthogonal Design Method" Thermal Spray Technology 11(3): 44–50.
  21. [21] S. Z. Zhao, B. Jin J, M. Xie, Y. B. Xu, X. Q. Dai, and S. F. Zhou, (2019) “Effects of Scanning Speed on Microstructure andWear Resistance of Cu80Fe20 Immiscible Coatings Prepared by Laser Cladding" Chinese Journal of Lasers 46(3): 0302005. DOI: 10.3788/CJL201946.0302005.
  22. [22] Y. B. Sun, D. J. Li, H. Fan, and L. W. Deng, (2019) “Effect of CMAS Deposits on Microstructure and Mechanical Properties of Plasma-sprayed Nanostructured Yttria Stabilized Zirconia Coatings" Dongfang Turbine 153(1): 58–63.
  23. [23] X. M. Wu, (2019) “Research on Properties of New-type Magnesium Alloy Matrix Composite for Sports Apparatus" Synthetic Materials Aging and Application 48(4): 99–111.
  24. [24] T. Yan, D. X. Cheng, and Y.W. Xie, (2018) “Study on the Protection and Corrosion Resistance of Magnesium Alloys by Silane-epoxy Mg-Rich Coating" Shanghai Coatings 56(3): 38–41.
  25. [25] T. Xin, L. J. Bai, B. X. Dong, J. N. Wu, G. T. Chen, and Z. H. Wang, (2019) “Properties of Different Black Anticorrosion-absorption Integrated Coatings on Magnesium Alloy" Ordnance Material Science and Engineering 42(5): 64–69.
  26. [26] Y. J. Wu, J. Z. Liu, B. Deng, T. Ye, Q. F. Li, X. T. Zhou, and H. J. Zhang, (2020) “Microstructure, Texture and Mechanical Properties of AZ31 Magnesium Alloy Fabricated by High Strain Rate Biaxial Forging" Materials 13(14): 3050. DOI: 10.3390/ma13143050.
  27. [27] Y. C. Wu, W. Q. Qu, Z. Wang, and H. S. Zhuang, (2020) “Experimental Study on Brazing AZ31B Magnesium Alloy by Magnalium Alloys" Welding in the World 64: 233–241. DOI: 10.1007/s40194-019-00809-x.


    
 

0.9
2021CiteScore
 
 
42nd percentile
Powered by  Scopus

SCImago Journal & Country Rank

Enter your name and email below to receive latest published articles in Journal of Applied Science and Engineering.