NPRE 561
Advanced Risk Analysis for Technological Systems credit:
This course covers advanced modeling techniques for Probabilistic Risk Assessment (PRA), which provides input for risk-informed decision-making in design, operation, and regulatory oversight of complex technological systems such as nuclear power, space, chemical processes, oil and gas. Main topics: risk scenario modeling, common cause failure analysis, Bayesian updating, uncertainty analysis, Bayesian Belief Network, simulation-based PRA, probabilistic physics of failure, human reliability analysis, and expert elicitation & aggregation. PRA and Bayesian analysis software codes are utilized for assignments. Prerequisite: NPRE 461 or NPRE 457 or SE 411 or CEE 491 .
Topics
- risk scenario modeling
- common cause failure analysis
- Bayesian updating
- uncertainty analysis
- Bayesian Belief Network
- simulation-based PRA
- probabilistic physics of failure
- human reliability analysis
- and expert elicitation & aggregation
Topics explicitly listed in official catalogue description
Sources
- Course catalogue ↗2026-2027