Takayuki Hirose

Systemic symptom detection in telemetry of ISS with explainability using FRAM and SpecTRM

2023 · PHM Society Asia-Pacific Conference

Explainability is important for machine learning-based anomaly detection of safety critical systems. In this respect, we propose a new systemic symptom detection method by combining two methodologies: the Functional Resonance Analysis Method (FRAM) and the …