Success Story Transportation CHALLENGE A major transportation company responsible for delivering customer goods on time, safely and reliably, was plagued by catastrophic failures of locomotives that had gone undetected by its current reliability techniques. Line-of-road (LoR) engine failures typically cost over a million dollars each in repairs, additional operational costs and fi nes. SOLUTION Aspen Mtell launched a pilot examining laboratory analysis data from engine lube oil samples. Through multi-variate machine- learning analysis of archived samples from the 30 “bad” actors, Aspen Mtell insight discovered normal behavioral patterns and exact failure patterns, successfully transferring them to Agents executing on as many as 600 locomotives. BENEFITS • W

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