Grouping Entities in a Fleet by Community Detection in Network of Regression Models

Abstract

Abstract—This paper deals with grouping of entities in a fleet based on their behavior. The behavior of each entity is characterized by its historical dataset, which comprises a dependent variable, typically a performance measure, and multiple independent variables, typically operating conditions. A regression model built using this dataset is used as a… (More)

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