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SCI-Expanded JCR Q3 Özgün Makale Scopus
Fuzzy logic based automatic slip control system for agricultural tractors
Journal of Terramechanics 2021 Cilt 95
Scopus Eşleşmesi Bulundu
36
Atıf
95
Cilt
25-32
Sayfa
Scopus Yazarları: Serhat Soylu, Kazim Carman
Özet
In this study, a fuzzy-based automatic slip control system was developed for agricultural tractors. The developed system continuously measures the amount of slip that occurs during the tillage activities and automatically changes the operation depth of tillage equipment according to the amount of increase in the slip value. The amount of slip occurring on the driving wheels was applied as a separate input to the designed fuzzy control system (FCS) and at the fuzzy rule base, it was decided how much the depth of tillage would be reduced. The system was mounted on an agricultural tractor and trials were carried out in actual field conditions. The results of the tillage trials performed with the developed FCS were compared separately with the results of the tillage trials performed with an operator control (OC) without using any automatic control system. As a result of the trials, compared to the operator control, it was determined that in the tillage activities carried out with FCS, there were 42% decreases in slip values, 30% decreases in draft force values, 44% decreases in fuel consumption values and 5% increases in field work performance values. It was also observed that there were 10% changes in tillage depth.
Anahtar Kelimeler (Scopus)
Agricultural machinery Automatic control system Fuel efficiency Fuzzy Wheel slip

Anahtar Kelimeler

Agricultural machinery Automatic control system Fuel efficiency Fuzzy Wheel slip

Makale Bilgileri

Dergi Journal of Terramechanics
ISSN 0022-4898
Yıl 2021 / 6. ay
Cilt / Sayı 95
Sayfalar 25 – 32
Makale Türü Özgün Makale
Hakemlik Hakemli
Endeks SCI-Expanded
JCR Quartile Q3
TEŞV Puanı 72,00
Yayın Dili İngilizce
Kapsam Uluslararası
Toplam Yazar 2 kişi
Erişim Türü Elektronik
Erişim Linki Makaleye Git
Alan Mühendislik Temel Alanı Elektrik-Elektronik Mühendisliği Bulanık Mantık

YÖKSİS Yazar Kaydı

Yazar Adı SOYLU SERHAT, ÇARMAN KAZİM
YÖKSİS ID 5439338

Metrikler

Scopus Atıf 36
JCR Quartile Q3
TEŞV Puanı 72,00
Yazar Sayısı 2