...Ganga D.; Ramachandran V. Purpose The purpose of this paper is to propose an optimal predictive model for the short-term forecast of real-time non-stationary machine variables by combining time series prediction with adaptive algorithms to minimize the error and to improve the prediction accuracy...

...Franco Jefferds dos Santos Silva; Herbert Ricardo Garcia Viana; André Nasser Aquino Queiroz Purpose The purpose of this paper is to present a methodology for forecasting the availability off-highway trucks used in a fleet for large transport operations of ore and sterile rock from an open pit mine...

... Failure rate Forecasting Lease contract Minimal repair Random demand Service level Our objective is to optimize the production rates of the different horizons h _i⋅Δt satisfying the random demand and the maintenance actions strategy by choosing the best...

... and maintaining the interface between the high‐level and on‐board subsystems. Maintenance Mining Forecasting Equipment Maintenance related costs account for approximately 30 to 50 percent of direct mining costs. A significant amount of energy has been spent analyzing and optimizing key processes...