Part VIII: Industrial, Energy, and Infrastructure Sensor AI
Chapter 36  [C][A]

Predictive Maintenance and Prognostics

Placeholder chapter page. Sections are produced by the book-skills pipeline.

Sections

  1. 36.1 Failure modes and degradation
  2. 36.2 Remaining useful life and prediction horizons
  3. 36.3 Survival analysis and hazard models
  4. 36.4 Sequence models for degradation
  5. 36.5 Foundation-model embeddings for RUL
  6. 36.6 Uncertainty-aware RUL and maintenance decision economics
  7. 36.7 Fleet-scale deployment

Lab 36

build an RUL predictor on C-MAPSS/N-CMAPSS; compare regression metrics against maintenance utility.