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Prediction of fuel consumption of mining dump trucks: A ...

Aug 01 2015 · Thus prediction of fuel consumption for mining dump trucks is a viable tool for both cost and GHG reduction in surface mining. Cyclic activities determine the amount of fuel consumed per cycle of dump trucks operation. A feed-forward neural network with back-propagation algorithm was used to predict the fuel consumption per cycle.

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SAE MOBILUS

Apr 06 2021 · Siami-Irdemoosa E. and Dindarloo S.R. Prediction of Fuel Consumption of Mining Dump Trucks: A Neural Networks Approach Applied Energy 151 77 84 2015 Wickramanayake S. Bandara H.M.N.D. Fuel Consumption Prediction of Fleet Vehicles Using Machine Learning: A Comparative Study 2016 Moratuwa Engineering Research Conference (MERCon) 2016 ...

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Benchmarking Energy Consumption of Truck Haulage ...

Haul trucks are used for material handling in most surface mines and consume about 32% of the total energy usage in mines that use them. This chapter deals with benchmarking approaches applicable to haul truck operation in mines. The specific fuel consumption (SFC) is used as the energy performance index for benchmarking energy consumption of haul trucks.

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(PDF) Prediction of fuel consumption of mining dump trucks ...

ConclusionsLarge mining dump trucks are the main source of GHG generation in surface mining operations. Furthermore a fleet of dump trucks accounts for over 30% of energy consumption. Thus prediction of fuel consumption for mining dump trucks is a viable tool for both cost and GHG reduction in surface mining.

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ConSite® Mine developed by utilizing IoT and AI ...

Sep 30 2020 · With ConSite ® Mine since traveling data of a rigid dump truck is automatically collected and the effects of each parameter on fuel consumption and traveling performance are automatically analyzed the most optimal tuning can be determined in a short period of time. We will further strive to develop a function to auto-propose the most ...

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(PDF) Fuel Consumption of Underground Mine Haul Trucks

PDF | On Mar 5 2015 Ali Soofastaei and others published Fuel Consumption of Underground Mine Haul Trucks | Find read and cite all the research you need on ResearchGate

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SAE MOBILUS

Apr 06 2021 · Siami-Irdemoosa E. and Dindarloo S.R. Prediction of Fuel Consumption of Mining Dump Trucks: A Neural Networks Approach[J] Applied Energy 151 77 84 2015 Wickramanayake S. and Bandara H.M.N.D. Fuel Consumption Prediction of Fleet Vehicles using Machine Learning: A comparative study[C] 2016 Moratuwa Engineering Research Conference (MERCon).

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