Case-based reasoning system for prediction of fuel consumption by haulage trucks in open-pit mines
, 2021 The shovel-truck system is commonly used in open-pit mining operations. Truck haulage cost constitutes about 26% of open-pit mining costs as the trucks are mostly powered by diesel whose cost is escalating annually.
Boyce Sigweni +5 more
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Models for Predicting Fuel Consumption in Sagebrush-Dominated Ecosystems [PDF]
Rangeland Ecology & Management, 2013 Fuel consumption predictions are necessary to accurately estimate or model fire effects, including pollutant emissions during wildland fires. Fuel and environmental measurements on a series of operational prescribed fires were used to develop empirical models for predicting fuel consumption in big sagebrush (Artemisia tridentata Nutt.) ecosystems ...
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A Ship Energy Consumption Prediction Method Based on TGMA Model and Feature Selection
Journal of Marine Science and EngineeringOptimizing ship energy efficiency is a crucial measure for reducing fuel use and emissions in the shipping industry. Accurate prediction models of ship energy consumption are essential for achieving this optimization.
Yuhang Liu +6 more
doaj +1 more source
, 2010 Gaussian processes (GP) is a machine learning method which has become a power tool for solving highly nonlinear problems. Aiming to the fact that it is still difficult to reasonably determine the fuel consumption per 100km for automobile engine，the model
Xing Xu, Yun Zhao
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Novel Neural-Network-Based Fuel Consumption Prediction Models Considering Vehicular Jerk
, 2023 Conventional fuel consumption prediction (FCP) models using neural networks usually adopt driving parameters, such as speed and acceleration, as the training input, leading to a low prediction accuracy and a poor correlation between fuel consumption and ...
Zhigang Xu +6 more
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Field Measurement and Calibration of HDM-4 Fuel Consumption Model on Interstate Highway in Florida
International Journal of Transportation Science and Technology, 2015 Fuel consumptions are measured by operating passenger car and tractor-trailer on two interstate roadway sites in Florida. Each site contains flexible pavement and rigid pavement with similar pavement, traffic and environmental condition.
Xin Jiao, Michael Bienvenu
doaj +1 more source
Toward Realistic Ship Fuel Consumption Prediction Under Chronological Validation
Journal of Marine Science and EngineeringAccurate prediction of ship propulsion fuel consumption from operational data is important for performance assessment and energy efficiency management.
Aleksandar Vorkapić
doaj +1 more source
In-cylinder fuel and lubricant effects on gasoline engine friction [PDF]
, 2007 The purpose of the research reported in this thesis was to investigate the viability and quantify the potential gains of improving fuel economy of the gasoline engine through strategic application of additives.
Smith, Oiver Mark Edward +1 more
core
Study on a Prediction Model of Superhighway Fuel Consumption Based on the Test of Easy Car Platform
, 2020 To explore the relationship between fuel consumption and speed for a vehicle on a superhighway with a design speed exceeding 120 km/h, the fuel consumption data provided by the Test of Easy Car platform are used to fit the fuel consumption of different ...
Bin Ran +4 more
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Fuel Consumption Prediction: A Comparative Analysis of Machine Learning Paradigms
CoRRThe automotive industry is under growing pressure to reduce its environmental impact, requiring accurate predictive modeling to support sustainable engineering design. This study examines the factors that determine vehicle fuel consumption from the seminal Motor Trend dataset, identifying the governing physical factors of efficiency through rigorous ...
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