[HTML][HTML] A review of the data-driven prediction method of vehicle fuel consumption

D Zhao, H Li, J Hou, P Gong, Y Zhong, W He, Z Fu - Energies, 2023 - mdpi.com
Accurately and efficiently predicting the fuel consumption of vehicles is the key to improving
their fuel economy. This paper provides a comprehensive review of data-driven fuel …

[HTML][HTML] Predictive modeling in medicine

M Toma, OC Wei - Encyclopedia, 2023 - mdpi.com
Definition Predictive modeling is a complex methodology that involves leveraging advanced
mathematical and computational techniques to forecast future occurrences or outcomes …

[HTML][HTML] Random forest ensemble-based predictions of on-road vehicular emissions and fuel consumption in developing urban areas

MA Hassan, H Salem, N Bailek, O Kisi - Sustainability, 2023 - mdpi.com
The transportation sector is one of the primary sources of air pollutants in megacities. Strict
regulations of newly added vehicles to the local market require precise prediction models of …

[HTML][HTML] Investigating the influential factors in real-world energy consumption of battery electric vehicles

K Janpoom, P Suttakul, W Achariyaviriya… - Energy Reports, 2023 - Elsevier
The transportation industry is undergoing a major shift towards electrification to mitigate
carbon emissions and decrease reliance on fossil fuels in response to global climate …

[HTML][HTML] Understanding freight drivers' behavior and the impact on vehicles' fuel consumption and CO2e emissions

Z Zhang, E Demir, R Mason… - Operational Research, 2023 - Springer
Despite the significant impact of driver behavior on fuel consumption and carbon dioxide
equivalent (CO2e) emissions, this phenomenon is often overlooked in road freight …

[HTML][HTML] Force Identification from Vibration Data by Response Surface and Random Forest Regression Algorithms

FAN Setúbal, SS Custodio Filho, NS Soeiro… - Energies, 2022 - mdpi.com
Several dynamic projects and fault diagnosis of mechanical structures require the
knowledge of the acting external forces. However, the measurement of such forces is often …

Comprehensive Energy Modeling Framework for Multi-Powertrain Bus Transit Systems

M Arabi, J Oke - Transportation Research Record, 2024 - journals.sagepub.com
With the increasing emphasis on sustainable transportation solutions, there is an urgent
need for a system that can accurately assess vehicle-specific energy consumption in real …

[PDF][PDF] Random Forest Ensemble-Based Predictions of On-Road Vehicular Emissions and Fuel Consumption in Developing Urban Areas. Sustainability 2023, 15 …

MA Hassan, H Salem, N Bailek, O Kisi - 2023 - researchgate.net
The transportation sector is one of the primary sources of air pollutants in megacities. Strict
regulations of newly added vehicles to the local market require precise prediction models of …

Multi-Objective Vehicle Speed Planning with Incorporation of Driving Style Classification

G Liu, Z Chen, S Shen, Y Liu - 2022 6th CAA International …, 2022 - ieeexplore.ieee.org
Effective identification driving styles of drivers for vehicle speed planning can improve
vehicle fuel economy, driving adaptability and comfortability. First, based on historical …

[PDF][PDF] Force Identification from Vibration Data by Response Surface and Random Forest Regression Algorithms. Energies 2022, 15, 3786

FAN Setúbal, SS Custódio Filho, NS Soeiro… - 2022 - academia.edu
Several dynamic projects and fault diagnosis of mechanical structures require the
knowledge of the acting external forces. However, the measurement of such forces is often …