Please use this identifier to cite or link to this item: https://kkbsrs.kku.ac.th/jspui/handle/123456789/272
Title: Novel approach to find the optimal parameters of a tractor disc plough used for land preparation
Authors: Thanatkij, Srichok
Rapeepan, Pitakaso
Kanchana, Sethanan
Orawich, Kumphon
Sirorat, Pattanapairoj
Kongkidakhon, Worasan
Author's Skill: Management Entrepreneur Commercial and Innovation
Author's Email: kongwo@kku.ac.th
Subjects: differential evolution
disc plough
energy
Land preparation
response surface method
Fiscal Year: 2021
Publisher: Engineering Optimization
Abstract: This study presents a new approach to find the optimal operating parameters of a tractor disc plough, to minimize the fuel used for the land preparation of sugarcane fields. The new approach is composed of three steps: (1) construct the regression model; (2) use modified differential evolution (MDE) to find the optimal parameters; and (3) verify the optimal parameters by performing a real experiment. The use of MDE obtained optimal parameters giving 12.37% and 16.96% lower fuel use than for the traditional method, when using the response optimizer and particle swarm optimization, respectively.
URI: https://doi.org/10.1080/0305215X.2021.1901284
URI: https://kkbsrs.kku.ac.th/jspui/handle/123456789/272
ISSN: 0305215X
Appears in Collections:Management Entrepreneur Commercial and Innovation

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