Modeling fuel consumption in various external vehicle conditions for military vehicle using mixed linear models
DOI:
https://doi.org/10.58524/app.sci.def.v1i2.183Keywords:
Fuel consumption, Fuel oil, Linear model, Linear mixed model effectAbstract
With the crisis in fuel consumption, it is necessary to save fuel consumption by selecting fuel that is quite efficient. The aim of the research is to examine the fuel consumption patterns of vehicles in an area that experiences various weathers so as to determine the level of efficiency of fuel use. both from the factor of fuel type, distance, speed, temperature, to the weather. testing was carried out using the linear model technique, the Linear Mixed effect model, and the Anova mathematical model. The results of the analysis if the different types of fuel have a very large significant effect in influencing the fuel consumption of a vehicle. With all the approaches analyzed from the linear mix model, analysis of variance and linear mix random effect model, the results show that other independent variables such as average speed, distance traveled and ambient temperature do not have much effect on fuel consumption. Based on modeling results that has been done, it can be identified if fuel consumption is strongly influenced by the type of fuel used by the vehicle. Meanwhile, other variables such as vehicle mileage, average speed, and ambient temperature at the time of data collection did not show any significant effect on fuel consumption.References
Abdulkadir, A. (2000). Pedoman hitungan dampak kenaikan harga BBM dan TDL Tahun 2000. Perpustakaan Nasional RI. Jakarta: Indonesia.
Afriyanti Y., Sasana H., & Jalunggono G. (2020). Analisis faktor-faktor yang mempengaruhi konsumsi energi terbarukan di Indonesia. DINAMIKA: Jurnal Direktori Ekonomi, 2(3), 865-884.
Aisyah, M. A., Putri, D. A., Chandra, Y., Syazali, M., Machmud, A., & Rachmawati, R. N. (2023). Mixed linear model for investigating food security during the covid-19 pandemic: Panel data for rice consumption in indonesia. International Journal of Applied Mathematics, Sciences, and Technology for Defense. 1(1), 29-36. https://doi.org/10.58524/app.sci.def.v1i1.174
Bakhtyar, B., Kacemi, T., & Nawaz, M. A. (2017). A review on carbon emissions in Malaysian cement industry. International Journal of Energy Economics and Policy, 7(3), 282-286. Retrieved from https://www.econjournals.com/index.php/ijeep/article/view/4759
Esso, L. J. & Keho, Y. (2016). Energy consumption, economic growth and carbon emissions: Cointegration and causality evidence from selected African countries. Energy, 114(2016), 492-497. https://doi.org/10.1016/j.energy.2016.08.010
Hussain, A., Ayub, M., & Shah, S. Z. A. (2021). Analysis of factors affecting renewable energy consumption evidenced from thailand. iRASD Journal of Energy & Environment, 2(2), 67-77. https://doi.org/10.52131/jee.2021.0202.0018
Maimunah S & Zulfikri. (2010). Kajian konsumsi BBM pengguna kendaraan pribadi roda empat di Jabodetabek. Badan Litbang Perhubungan Kementerian Perhubungan, 22(5).
Semar, D & La Puppung P. (2008). Penelitian sensitivitas angka oktana bensin yang beredar di Indonesia. Lembaran Publikasi Lemigas, 42(1). 29-44. https://doi.org/10.29017/LPMGB.42.1.84
Gino. (2019). S95, S98, S95-E10, what’s the difference? https://alloculture.com/en/s95-s98-s95-e10-whats-the-difference/.
Pinherio, J. C. & D. M. Bates. (2004). Mixed-Effects models in S and S-PLUS. Statistics and Computing Series. Springer. New York. https://doi.org/10.1007/b98882
Greenwood (2022). Two-Way ANOVA models and hypothesis tests. https://stats.libretexts.org/Bookshelves/Advanced_Statistics/Intermediate_Statistics_with_R_(Greenwood)/04%3A_Two-Way_ANOVA/4.03%3A_Two-Way_ANOVA_models_and_hypothesis_tests
Henderson, C. R. (1984). Applications of linear models in animal breeding. University of Guelph.
Budihrato, M., & Priangkoso, T. (2013). Hubungan jenis bahan bakar dengan konsumsi bahan bakar sepeda motor bertransmisi Cvt, Semi-Otomatik dan manual. Majalah Ilmiah Momentum. 9(2), 22-24. http://dx.doi.org/10.36499/jim.v9i2.922
Oluoch, S., Lal, P., & Susaeta, A. (2021). Investigating factors affecting renewable energy consumption: A panel data analysis in Sub Saharan Africa. Enviromental Challenges, 4(2021), 100092. https://doi.org/10.1016/j.envc.2021.100092
Pangesty, S., Budiharjo, A., & Rusmandani, P. (2021). Pengaruh Kecepatan Kendaraan Terhadap Konsumsi Bahan Bakar Minyak di Jalan Tol. Siklus : Jurnal Teknik Sipil, 7(1), 1-8. https://doi.org/10.31849/siklus.v7i1.4908
Downloads
Additional Files
Published
Issue
Section
License
Copyright (c) 2023 Muhammad Nuraliffudin Saputra, Samsul Arif, Fakhri Wijanarko, Vishal R Panse, Agnes Sprakezia Lubis, Ro'fah Nur Rachmawati
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
