The Ames Data Mining and Complex Adaptive Systems Group supports ISHM in three ways: by using anomaly detection algorithms for fault detection, by using data mining for prognostics, and by using distributed adaptive control for self-maintenance and recovery.
Benefit
Integrated system health management will be a key contributor to the safety, reliability, and affordability of future exploration missions. Data mining and complex systems design can be combined with other ISHM approaches to obtain higher ISHM performance at lower cost.
Source: NASA
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