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Simulation-based level 2 multi-unit pra using raven and a simplified thermalhydraulic code

  • Xiaoyu Zheng
  • , Diego Mandelli
  • , Andrea Alfonsi
  • , Curtis Smith
  • , Tomoyuki Sugiyama

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The paper introduces a simulation-based Level 2 probabilistic risk assessment (PRA) of a multi-unit nuclear power plant, which consists of four boiling water reactors. We propose the methodology by quantifying risk metrics for a station-blackout accident scenario, initialized by a loss-of-offsite-power event. Contrary to classical PRA that generally applies static models such as event-tree/fault-tree, the analysis is seamlessly integrated with mechanistic simulation and PRA models, including: (1) a simplified thermal-hydraulic code for simulating behaviors of four reactor cores; (2) a Markovian model for the degradation and recovery processes for decay-heat-removal systems, to investigate the interaction between mechanistic simulation and reliability analysis; and (3) classical containment event trees for evaluating containment performances and hydrogen-explosion risk under severe accident conditions. All dynamic and static models, including plant dependencies, are unified within the RAVEN computational framework, applying RAVEN components, External Model, Ensemble Model, and PRA Plugins. The study demonstrates an integrated assessment of plant risks by considering accident progression and inter-unit system interactions, both time dependent. Statistical data analysis is used to quantifying risk metrics, including core damage frequencies, large early release frequencies and plant damage status. The methodology pertains to modern riskanalysis methodologies such as risk-informed safety margin characterization (RISMC) and dynamic PRA.

Original languageEnglish
Title of host publicationProceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference
EditorsPiero Baraldi, Francesco Di Maio, Enrico Zio
PublisherResearch Publishing, Singapore
Pages2176-2183
Number of pages8
ISBN (Print)9789811485930
DOIs
StatePublished - 2020
Event30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM15 2020 - Venice, Italy
Duration: Nov 1 2020Nov 5 2020

Publication series

NameProceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference

Conference

Conference30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM15 2020
Country/TerritoryItaly
CityVenice
Period11/1/2011/5/20

Keywords

  • Dynamic PRA
  • Model interaction
  • Multi-unit PRA
  • RAVEN
  • RISMC
  • Simulation-based risk assessment

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