Prediction of Specific Fuel Consumption of 60 HP 2WD Tractor Using Artificial Neural Networks

Hanifi KÜÇÜKSARIYILDIZ; Kazım ÇARMAN; Kadir SABANCI

doi:https://doi.org/10.30939/ijastech..1010318

Makale detayları

Prediction of Specific Fuel Consumption of 60 HP 2WD Tractor Using Artificial Neural Networks

Yazarlar:

Hanifi KÜÇÜKSARIYILDIZ | Kazım ÇARMAN | Kadir SABANCI

Yayıncı:

Otomotiv Mühendisleri Derneği

Ana Başlıklar:

Diğer mühendislik dalları

Dergi:

International Journal of Automotive Science And Technology 2021 Vol.5 Issue 4, pp.436-444

Belge Tipi:

Makale

Yayın Tarihi:

12/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000718828

Sıklık:

Üç Aylık

eISSN:

2587-0963

DOI:

https://doi.org/10.30939/ijastech..1010318

Özet:

 

In this study, specific fuel consumption was determined at different axle load, tire  pressure and drawbar force for a 60 HP tractor. In addition, the results were also estimated with the help of Artificial Neural Networks (ANN), which is one of the machine learning methods. The testings were carried out on the Tractor Draft Test Track. In the study; three different drive tire inner pressures (P) (160 kPa, 120 kPa and 80 kPa), four different    dynamic axle loads (W) (1796 daN, 2076 daN, 2276 daN, 2476 daN) and four different traction forces (500 daN,1000 daN, 1500 daN, 2000 daN) were tested. Specific fuel      consump-tion values varied between 290.7-542.1 g/kWh depending on the draft force in the testings Despite the 38% increase in the axle load, a 3.5% decrease occurred in the specific fuel consumption values. Specific fuel consumption values in-creased when    increased tire inner pressure. Specific fuel consumption in-creased by 1.03% when a 100% increase in tire pressure. In ANN, the most suc-cessful model was determined by trying different training algorithms, transfer functions and the number of neurons in the hidden layer. In the most successful network model, MAE, RMSE values for the prediction of specific fuel consump-tion were found to be 0.005331, 0.007551 respectively.

Makale detayları

Prediction of Specific Fuel Consumption of 60 HP 2WD Tractor Using Artificial Neural Networks

Yazarlar: Hanifi KÜÇÜKSARIYILDIZ | Kazım ÇARMAN | Kadir SABANCI

Yayıncı: Otomotiv Mühendisleri Derneği

Ana Başlıklar: Diğer mühendislik dalları

Dergi: International Journal of Automotive Science And Technology 2021 Vol.5 Issue 4, pp.436-444

Belge Tipi: Makale

Yayın Tarihi: 12/2021

Belge Dili: İngilizce

Document ID (Org No.): 2000718828

Sıklık: Üç Aylık

eISSN: 2587-0963

DOI: https://doi.org/10.30939/ijastech..1010318

Sayı

Yazarlar:

Hanifi KÜÇÜKSARIYILDIZ | Kazım ÇARMAN | Kadir SABANCI

Yayıncı:

Otomotiv Mühendisleri Derneği

Ana Başlıklar:

Diğer mühendislik dalları

Dergi:

International Journal of Automotive Science And Technology 2021 Vol.5 Issue 4, pp.436-444

Belge Tipi:

Makale

Yayın Tarihi:

12/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000718828

Sıklık:

Üç Aylık

eISSN:

2587-0963

DOI:

https://doi.org/10.30939/ijastech..1010318