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MuAMO: an Intelligent Maintenance Optimization Framework for Safety-Critical Systems
TS-073254 —
Industries operating safety‑critical and asset‑intensive systems struggle to leverage the full value of disparate maintenance data sources. Current maintenance management and optimization tools operate in silos, limiting real‑time decision‑making, automation, and scalability. No existing s…
- College: College of Engineering (COE)
- Inventors: Smidts, Carol; Diao, Xiaoxu; Khafizov, Marat; Pietrykowski, Michael; Vaddi, Pavan Kumar; Zhao, Yunfei
- Licensing Officer: Giles, David
Risk‑Informed Markov Decision Framework for Industrial Asset Management
TS-073031 —
Operators of large, complex facilities struggle to balance revenue, maintenance, and regulatory safety constraints under uncertainty. Existing tools typically optimize only a subset of factors without a unified, real‑time view of component health and future degradation. Advanced reactors and oth…
- College: College of Engineering (COE)
- Inventors: Zhao, Yunfei; Smidts, Carol
- Licensing Officer: Giles, David
