The Optimization System Design and Experimental Study of Process Parameters Based on LabVIEW

Abstract:

With putting the response surface methodolody and design theory into the programming of LabVIEW8.6, the process parameters optimization system is designed. The system can realize the function of test project design,online data acquisition, response surface model building and process parameters' optimization, which can greatly reduce the calculated amount of modeling and optimization. Taking 45 steel milling experiment for example, the models of surface roughness and cutting force are established by using the optimization system, taking the minimum surface roughness value as target and optimizing the process parameters, which provide practical support tools for further analysis of process parameters on the effect of processing quality

• Periodical: Key Engineering Materials (Volume 522)
• Pages: 726-730
• DOI: https://doi.org/10.4028/www.scientific.net/KEM.522.726
• Online since: August 2012
• Authors: Wen Hui Yue, Xue Hua Chen, Xiao Jun Wang, Jian Xin Weng, Zi Qiang Han
• Keywords: LabVIEW, Optimization Design, Process Parameter, Response Surface Methodology (RSM), Surface Roughness (SR)

References

[1] J. Paulo Davim & V.N. Gaitonde & S.R. Karnik: Int J Adv Manuf Technol, (2008) No. 37, pp.49-57.

[2] K. Palanikumar: Int J Adv Manuf Technol, (2008) No. 36, pp.19-27.

[3] Y.H. Huang and S. Dong: Journal of Mechanical Engineering, Vol. 47 (2011) No. 3, pp.174-178. (In Chinese).

[4] M. Liu and M.K. Yang: Precise Manufacturing & Automation, (2006) No. 2, pp.49-57. (In Chinese).

[5] H. Liu: Machine Design & Research, Vol. 27 (2011) No. 5, pp.92-94. (In Chinese).

[6] L.Z. Chen: Robust Design (China Machine Press, China, 2000). (In Chinese).

[7] W.T. Shi, X.B. Wang, Y.D. Liu and Z.B. Liu: China Mechanical Engineering, Vol. 20 (2009) No. 20, pp.2399-2402. (In Chinese).

[8] Z.H. Long, X.B. Wang and F. Jiang: Aeronautical Manufacturing Technology, (2005) No. 1, pp.104-107. (In Chinese).

[9] A.L. Wang: The NC Machining Process (China Machine Press, China, 2006). (In Chinese).