Research Article Open Access

Improving an Electrostatic Powder Coating Process via Signal to Noise Response Surface

Pongchanun Luangpaiboon1
  • 1 Department of Industrial Engineering, Faculty of Engineering, Industrial Statistics and Operational Research Unit, Thammasat University, Pathumthani, 12120, Thailand

Abstract

Problem statement: In a coating process, the master plate referenced brightness or color shade was critical to the exterior appearance on aluminum alloy wheels. The quality measures of interest are the metallic paint thickness values on four areas. Because of these lower quality levels, the manufacturer has spent more on the cost of restudy or scrap as well as the longer production time. Approach: An expert system revealed seven process variables affecting those quality characteristics. Taguchi signal to noise ratio or SN of paint thickness values on the outboard spoke area was determined as a process response whereas SN on the remaining areas of window outboard, window between spoke and inboard spoke became merely process constraints. A constrained response surface optimization method and a modified complex method were performed to move the current operating condition towards the optimum. Results: The new settings improved the paint thickness values in terms of both the average and the standard deviation on all critical areas except the window between spoke. Conclusion: As expected, the implementation brings the reduction of the metallic paint consumption and the mismatch level of color shade.

American Journal of Applied Sciences
Volume 7 No. 11, 2010, 1521-1527

DOI: https://doi.org/10.3844/ajassp.2010.1521.1527

Submitted On: 13 October 2010 Published On: 8 November 2010

How to Cite: Luangpaiboon, P. (2010). Improving an Electrostatic Powder Coating Process via Signal to Noise Response Surface. American Journal of Applied Sciences, 7(11), 1521-1527. https://doi.org/10.3844/ajassp.2010.1521.1527

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Keywords

  • Constrained optimization
  • Modified Complex Method (MCM)
  • mismatch level
  • Electrostatic Powder Coating Process (EPCP)
  • Response Surface Methodology (RSM)
  • Evolutionary Operation (EVOP)
  • chemometrics
  • Modified Simplex Method (MSM)
  • metallic paint thickness