Yen-Ni Tsai

Integrating predictive uncertainty into maintenance decision-making: A risk-aware framework based on TPA-CV-UQ for optimal cost–availability trade-offs

Predictive maintenance requires not only accurate degradation prediction but also maintenance decisions that explicitly account for predictive uncertainty. However, most existing approaches focus primarily on improving forecasting accuracy, while the uncertainty associated with future degradation is rarely incorporated...