The material and economic assessment of the life cycle of city buses in the operational phase

The aim of the article is the material and economic assessment of the life cycle of city buses with com-bustion engines. As part of the analysis, the analyzed parameters were optimized using neural networks with the use of a regression model. As part of the life cycle assessment criteria, three types of Solaris Urbino buses were analyzed. As a result of the research carried out for buses, the results were obtained regarding the optimal duration of operation, the number and cost of oil, air and fuel filter changes, and the replacement period of buses. The presented research and analyzes have a significant impact on the processes of purchasing and operating city buses.

[1]  K. Abramek,et al.  The application of neural networks for the life-cycle analysis of road and rail rolling stock during the operational phase , 2022, Technical Transactions.

[2]  M. Mrozik,et al.  Environmental Assessment of the Vehicle Operation Process , 2020, Energies.

[3]  A. Redmer Strategic vehicle fleet management–a joint solution of make-or-buy, composition and replacement problems , 2020, Journal of Quality in Maintenance Engineering.

[4]  M. Mrozik Ecological comparative assessment of selected materials used for the construction of spark ignition engines , 2020, Combustion Engines.

[5]  M. Raugei,et al.  Prospective LCA of the production and EoL recycling of a novel type of Li-ion battery for electric vehicles , 2019, Journal of Cleaner Production.

[6]  Andrzej Niewczas,et al.  Stages of operating vehicles with respect to operational efficiency using city buses as an example , 2018, Eksploatacja i Niezawodnosc - Maintenance and Reliability.

[7]  K. Danilecki,et al.  Environmental assessment of the production process of internal combustion engines , 2017 .

[8]  Marco Pierini,et al.  The effect of lightweighting in automotive LCA perspective: Estimation of mass-induced fuel consumption reduction for gasoline turbocharged vehicles , 2017 .

[9]  Małgorzata Mrozik,et al.  Changes in the environmental profile of a popular passenger car over the last 30 years – Results of a simplified LCA study , 2017 .

[10]  M. Mrozik,et al.  Material-energy model of motor vehicle life cycle , 2013 .

[11]  Giovanni Azzone,et al.  A streamlined LCA framework to support early decision making in vehicle development , 2013 .

[12]  A. Redmer Strategic vehicle fleet management - the replacement problem , 2016 .