Mixed Effects Random Forest Model for Maintenance Cost Estimation in Heavy-Duty Vehicles Using Diesel and Alternative Fuels

Maintenance & Repair costs in heavy-duty trucks are an important component of the total cost of ownership. Due to the very limited availability of real-time data collected from medium- and heavy-duty vehicles using alternative fuels, this topic has not been well studied resulting in a very slow...

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Veröffentlicht in:	IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser:	Katreddi, Sasanka, Thiruvengadam, Arvind, Thompson, Gregory J., Schmid, Natalia A
Format:	Artikel
Sprache:	eng
Schlagworte:	Alternative Fuel Alternative fuels Clusters Costs Data models Diesel Diesel engines Diesel fuels Diffusion rate Estimation Fuels Heavy duty trucks Heavy vehicles Heavy-Duty Vehicles Machine learning Maintenance and Repair Cost Maintenance costs Maintenance engineering Mean square errors Mixed Effect Model Mixed Effect Random Forest Natural gas Prediction models Predictive models Random forests Repair & maintenance Vehicles Vocational Trucks
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