General Electric Company

William Keith Kincaid

Andrew Scott Kessie

Charles Larry Abernathy

Vasanth Muralidharan

Srikanth Akkaram

Gregory Jon Chiaramonte

Youngwon Shin

Venkata Vamsi Bhagavan

Mariusz Wiklo

Ricardo Cuevas

Jesus Miguel Valenzuela

Methods, apparatus, systems, and articles of manufacture are disclosed to generate a predictive asset health quantifier of a turbine engine. An example apparatus includes a performance model analyzer to determine a fleet behavior parameter by generating a reference performance model using historical information for a fleet of operators using turbine engines, generate a residual performance model based on calculating a difference between the fleet behavior parameter and a plurality of operator behavior parameters, identify an operator as a candidate improvement target based on comparing the operator behavior parameters corresponding to the operator to the fleet in the residual performance model, and determine an adjusted operator behavior parameter for the candidate improvement target. The example apparatus further includes a system updater to update a computer-based model to replace the operator behavior parameter with the adjusted operator behavior parameter, and a task optimizer to determine a workscope for the turbine engine.

Methods and apparatus to generate a predictive asset health quantifier of a turbine engine

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West Chester, OH, United States of America

William Keith Kincaid