Data-Driven Maintenance Optimization: Aligning Prognostic Learning with Decision Objective

Zhuojun Xie, Adam Abdin, Yiping Fang

Estimation error in machine learning prognostic models can propagate into poor maintenance decisions. We study a data-driven predictive maintenance problem coupling health-conditio…