Fleet equipment performance measurement preventive maintenance model : final report.
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2014-04-01
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Abstract:The concept of preventive maintenance is very important in the effective management and deployment of
vehicle fleets. The Texas Department of Transportation (TxDOT) operates a large fleet of on-road and offroad
equipment. Newer engines and vehicles are equipped with on-board diagnostic systems that can provide
data on engine operation as indicators of engine load. There is the possibility of tracking these parameters to
refine predictions for when equipment maintenance should be performed. Project 0-6626 aimed to provide a
proof of concept for this idea by studying TxDOT’s fleet, selecting a vehicle category for data collection, and
developing an algorithm that can be used to recommend appropriate oil change intervals based on engine
data collected through on-board diagnostic systems.
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