Parameter Optimization for Soil Tillage and Weed Control Using Combined Response Surface Method and Modified Differential Evolution Method

Authors

  • Thanatkij Srichok Ubon Ratchathani University
  • Chaiya Chomchalao
  • Rapeepan Pitakaso
  • Surajet Khonjun

Keywords:

Land Preparation, Disk plow, Differential evolution, Response Surface Method

Abstract

This study presents a method to find the optimal operating parameters of a tractor disk plow that maximizes the width of soil tillage and weed control. The method used to find the parameters comprised of 4 steps including (1) identifying the number of interesting parameters and their levels, (2) determining the appropriate parameters using the RSM method, (3) finding the optimal parameters using RSM-MDE and (4) checking results of the third procedure. The computational results showed that the most effective optimal parameters were improved by the RSM-MDE method with disk angle of 45 degrees, a tilt angle of 19.34 degrees, and speed of 3 km./hr. The width of soil tillage and weed control was 139.20 cm. which was wider than of the RSM method (137.44 cm). This result indicated that the RSM-MDE method can provide better solution by 1.28% than the original RSM.

References

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Ahmadi, H., & Mollazade, K. (2009). Effect of plowing depth and soil moisture content on reduced secondary tillage. Agricultural Engineering International: The CIGR EJournal, 11, 1-9.

Flynn, R. H. (2003). Development of regression equations to estimate flow durations and low-flow-frequency statistics in new hampshire streams: US Department of the Interior, US Geological Survey.

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Additional Files

Published

2021-05-11

How to Cite

Srichok, T., Chomchalao, C. ., Pitakaso, R., & Khonjun, S. (2021). Parameter Optimization for Soil Tillage and Weed Control Using Combined Response Surface Method and Modified Differential Evolution Method . Princess of Naradhiwas University Journal, 13(2), 221–239. Retrieved from https://li01.tci-thaijo.org/index.php/pnujr/article/view/247013

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บทความวิจัย