Decision-Making
Multi-Sensor Condition-Based Maintenance under Partial Observability
POMDP model with control-limit policies. TechRxiv preprint, 2024.
Timeline
2024
Impact Focus
TechRxiv preprint, 2024.
Core Tools
POMDP, decision-making
Problem
Equipment health evolution under partial sensor observations.
What I did
Implemented a POMDP model using multiple sensor streams and derived control-limit policies.
Result
TechRxiv preprint, 2024.
What changed
- - Belief-state aggregation and state-space compression
- - Control-limit policies for operate-versus-preventive-maintenance decisions
Deliverables
- - TechRxiv preprint, 2024.
Stack
POMDP
decision-making