137
Views
1
CrossRef citations to date
0
Altmetric
Research Article

A comparative analysis of surface roughness in robot spray painting using nano paint by Taguchi – fuzzy logic-neural network methods

, , &
Pages 203-220 | Received 18 Mar 2020, Accepted 21 Oct 2020, Published online: 10 Nov 2020

References

  • Al-Refaie, A., T. Chen, R. Al-Athamneh, and W. Hsin-Chieh. 2016. “Fuzzy Neural Network Approach to Optimizing Process Performance by Using Multiple Responses.” Journal of Ambient Intelligence and Humanized Computing 7: 801–816. doi:10.1007/s12652-015-0340-5.
  • Atkar, P. N., and D. C. Conner. 2005. “Uniform Coverage of Simple Surfaces Embedded in R3 for Autobody Painting.” Algorithmic Foundations of Robotics VI 15 (2): 27–42.
  • Bhalamurugan, R., and S. Prabhu. 2014. “Performance Characteristics Analysis of Automated Robot Spray Painting Using Taguchi Method and Grey Relational Analysis.” -arabian Journal of Science and Engineering 5: 7–13.
  • Cui, Y., and X. Jun. 2012. “The Study of Friendly Nano-structured Wall Paint in the Water Dispersion Environment.” International Journal on Optoelectronics and Microelectronics 12 (1): 356–387.
  • Giffrida, A. A., and R. Nagi. 1998. “Fuzzy Set Theory Application in Production Management Research: A Literature Survey.” Journal of Intelligent Manufacturing 9 (1): 39–56. doi:10.1023/A:1008847308326.
  • Hertling, P., L. Hog, R. Larsen, J. W. Perram, and H. G. Petersen. 1996. “Task Curve Planning for Painting Robots. I. Process Modeling and Calibration.” Robotics and Automation 12 (2): 324–330. doi:10.1109/70.488951.
  • Jassbi, J., and M. Alborzi. 2011. “Car Paint Thickness Control Using Artificial Neural Network and Regression Method.” Journal of Industrial Engineering International 14 (8): b1–6.
  • Johan, J., and J. T. Pal Gunnar. 2011. “Optimal Paint Gun Orientation in Spray Paint Application- Experimental Results.” IEEE Transactions on Automation Science and Engineering 6 (2): 438–442.
  • Keerthana, P., and K. Jeevitha. 2013. “Automatic Wall Painting Robot.” International Journal of Innovative Research in Science, Engineering and Technology 2 (2): 105–129.
  • Mathiazhagan, A., and J. Rani. 2011. “Nanotechnology-A New Prospective in Organic Painting.” International Journal of Chemical Engineering and Applications 2 (4): 6–10.
  • Muzan, I. W., T. Faisal, H. M. A. A. Al-Assadi, and M. Iwan. 2012. “Implementation of Industrial Robot for Painting Application.” Procedia engineering,Vol 41 (6): 1329–1335. doi:10.1016/j.proeng.2012.07.318.
  • Nalathambi, V., and G. Suresh. 2014. “Contribution of Nanotechnology in the Paints and Coatings.” SSRG International Journal of Chemical Engineering Research 1 (56–89): 116–186.
  • Papasavva, S., S. Kia, J. Claya, and R. Gunther. 2001. “Characteristics of Automotive Paints: An Environmental Impact Analysis.” Progress in Organic Coating 43 (1): 193–206. doi:10.1016/S0300-9440(01)00182-5.
  • Pichler, A., H. Bauer, and C. Eberst. 2004. “Toward More Agility in Robot Painting through 3D Object Recognition.” Virtual International Journal 12 (2): 608–613.
  • Prabhu, S., M. Uma, and B. K. Vinayagam. 2014. “‘Surface Roughness Prediction Using Taguchi-fuzzy Logic-neural Network Analysis for CNT Nanofluids Based Grinding Process”.” Neural Computing & Applications Vol.25 (3–4): 456–489.
  • Prendi., L., A. Ali, P. Henshaw, T. Mancina, and C. Tighe. 2008. “Implementing DOE to Study the Effect of the Paint Application Parameters, Film Build, and Dehydration Temperature on Solvent Pop.” Journal of Coating Technology and Research 5 (1): 45–56. doi:10.1007/s11998-007-9073-5.
  • Shengrui, C., and L. Yu. 2011. “Modelling and Prediction of Paint Film Deposition Rate for Robotic Spary Painting.” International Journal on Mechatronics and Automation 6 (8–9): 445–450.
  • Suh, S. H., I. K. Woo, and S.-K. Noh. 1991. “Automatic Trajectory Planning System for Spray Painting Robots.” Journal of Manufacturing System 10 (5): 396–406. doi:10.1016/0278-6125(91)90057-9.
  • Wong, B. K., and V. S. Lai. 2011. “A Survey of the Application of Fuzzy Set of Theory in Production and Operations Management.” International Journal of Production Economics 129 (1): 157–168. doi:10.1016/j.ijpe.2010.09.013.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.