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Commercial Vehicles

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lightbulbAbout this topic
Commercial vehicles are motor vehicles designed primarily for transporting goods or passengers for business purposes. This category includes trucks, vans, buses, and specialized vehicles used in various industries, emphasizing functionality, durability, and compliance with regulatory standards.
lightbulbAbout this topic
Commercial vehicles are motor vehicles designed primarily for transporting goods or passengers for business purposes. This category includes trucks, vans, buses, and specialized vehicles used in various industries, emphasizing functionality, durability, and compliance with regulatory standards.

Key research themes

1. What operational and organizational characteristics most influence commercial trucking industry adoption of information technology?

This research area investigates how firm-level operational characteristics — such as fleet type, size, and intermodal services — affect the propensity of trucking companies to adopt various information technologies. Given the critical role of information technology (IT) in enhancing operational efficiency, supply chain integration, and regulatory compliance in commercial trucking, understanding these influences aids policymakers and technology providers in targeting adoption efforts to maximize impact.

Key finding: Using a multivariate discrete choice model on a large-scale 1998 survey of California trucking companies, it was found that the distinction between for-hire and private fleets is the paramount influence on IT adoption... Read more
Key finding: This study shows that trucking firms exhibit significant heterogeneity in their response to toll roads, and that operational characteristics such as fuel prices, cargo type, and haul features critically influence route choice... Read more
Key finding: Through interviews and focus groups with trucking companies and technology providers, the study found that trucking companies are willing to invest in ITS technologies only if they meet specific criteria: modest investment,... Read more

2. How do safety violations, fleet risk heterogeneity, and driver demographics influence commercial vehicle crash incidence and fatality rates?

This theme focuses on the empirical relationships between fleet-level safety offenses, driver characteristics, and the incidence and severity of crashes involving commercial vehicles. It explores statistical modeling approaches to categorize fleet risk profiles and identifies age-specific and violation-specific risk factors, thereby providing actionable insights for targeted intervention, insurance pricing, and regulatory policy to enhance road safety in the trucking sector.

Key finding: Analyzing 20 years of fleet data using Negative Binomial and Zero Inflated Negative Binomial models, the study revealed substantial heterogeneity among heavy vehicle operators (HVOs) in safety offenses and accident risk.... Read more
Key finding: By employing logistic regression on five years of Fatality Analysis Reporting System (FARS) data, this study identifies 30 significant variables affecting fatal crash risk for large-truck drivers, stratified by four age... Read more
Key finding: Through comprehensive analysis of crash, inspection, and fleet data, this research found that brake and lighting defects were most strongly associated with fatal crashes in rear-end, head-on, and angle collisions involving... Read more

3. What are the comparative impacts of fuel types and vehicle configurations on maintenance costs and environmental performance of commercial delivery trucks?

This research theme examines maintenance cost estimation and environmental impacts associated with commercial vehicles powered by different fuels (diesel, natural gas, electric) and varying configurations. It leverages machine learning methods and cost-benefit modeling to assess operational efficiencies, regulatory compliance costs, and life-cycle environmental benefits, providing fleet operators quantitative evidence to inform vehicle procurement and sustainability strategies.

Key finding: Utilizing real-world maintenance and repair datasets for delivery trucks powered by diesel and natural gas, this study developed machine learning models—including random forest, XGBoost, neural networks, and ensemble... Read more
Key finding: A mathematical model integrating leasing revenues, resale values, penalties, and expected maintenance costs differentiated by vehicle energy type (diesel, hybrid, electric) was developed to optimize fleet renewal decisions.... Read more
Key finding: While this paper mainly addresses pavement design, it underscores the importance of considering commercial vehicle impacts on infrastructure durability. The study provides design guidelines for cement concrete pavements... Read more

All papers in Commercial Vehicles

The pattern of coal transportation is very dependent on the behaviour of the driver, which influences the effectiveness of travel time. Good driver behaviour will affect the optimization of travel time, and scenarios need to reduce travel... more
This research sought to identify differences in safety records of drivers who had undergone the training required to hold commercial drivers licenses, and to see if previous offenses and crashes in a CDL drivers record were reasonable... more
This report provides weighted and unweighted one-way frecpencies for a l l the vehicles in WlIU's f i l e of Trucks InvolwA in Fatal P1=cidents, 1991. The TIFA dataset provides coverage of a l l d u r n arid heavy trucks recorded in the... more
The Federal Motor Carrier Safety Administration's (FMCSA) mission is to reduce crashes, injuries, and fatalities on our nation's roads involving motor vehicles, and to further its work the agency set out to identify ways to reduce... more
The objective of this research is to identify the issues that contribute most to commercial motor vehicle crashes, fatalities, and injuries in Michigan through analysis of available data, and to identify strategies to help reduce these... more
Článek se zabývá tvorbou řídicího algoritmu pro uzavírání diferenciálu nákladního vozidla. Algoritmus vychází z předpokladů systému ZF ADM a je tvořen v softwaru Simulink-Stateflow. Článek především popisuje funkci algoritmu a jeho... more
This article presents a research study on modelling taxi user perceived quality. Following a thorough review of the available international literature, relevant variables are individualised using focus groups of taxi users, and a... more
The responsibility for monitoring commercial vehicles on Kentucky's roadways and enforcing the applicable laws and regulations falls primarily on Kentucky Vehicle Enforcement (KVE). KVE personnel are involved in a variety of activities... more
A dual-step MTL / FDTD strategy is proposed for anticipating full-vehicle level EMI. In the first step, the current distribution along a cable bundle connecting to electronic modules on an automotive platform is calculated using... more
This work describes an analysis of the effect of the transition curves in the coupling elements between the carbody and the bogie, by means of recorded variables under commercial operation conditions of a railway vehicle. A set of field... more
— A large proportion of India‟s villages has been connected with all weather roads and has low volume of traffic. The main composition of such roads is granular layer with or without thin bituminous surfacing. The common problem to rural... more
This work deals with principle of operation and design of differentials and systems, which are used to regulate driving power of engine by commercial vehicles. It is a summary of findings about currently used traction control devices and... more
The responsibility for monitoring commercial vehicles on Kentucky's roadways and enforcing the applicable laws and regulations falls primarily on Kentucky Vehicle Enforcement (KVE). KVE personnel are involved in a variety of activities... more
The study sought to identify the knowledge of passengers about the characteristics of commercial vehicles that influence passenger's choice and makes it attractive to private car users. It therefore presents the preference estimates for... more
This work describes an analysis of the effect of the transition curves in the coupling elements between the carbody and the bogie, by means of recorded variables under commercial operation conditions of a railway vehicle. A set of field... more
The study sought to identify the knowledge of passengers about the characteristics of commercial vehicles that influence passenger’s choice and makes it attractive to private car users. It therefore presents the preference estimates for... more
The research deals with the use of the discrete choice experiment technique and Random Utility Theory (RUT) to analyze bus choice behaviour for commuters in Asafo-market in Kumasi, Ghana. The principal aim of the study was the calibration... more
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