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What is Conformal Anomaly Detection for Power Plants about?
This document presents a novel conformal anomaly detection (CAD) framework for predictive maintenance in thermal power plants, addressing the issue of uncontrolled false positive rates (FPR) in existing anomaly detection methods. The proposed CAD method ensures statistically valid FPR control while maintaining sensitivity to operational faults, thus improving maintenance efficiency and reducing unnecessary interventions. This work marks the first application of CAD in the power generation domain, demonstrat
- Author
- Priyanka Priya
- Language
- EN