An interactive multiple model method to identify the in-vessel phenomenon of a nuclear plant during a severe accident from the outer wall temperature of the reactor vessel

Anil Kumar Khambampati, Kyung Youn Kim, Seop Hur, Sung Joong Kim, Jung Taek Kim

Research output: Contribution to journalArticlepeer-review

Abstract

Nuclear power plants contain several monitoring systems that can identify the in-vessel phenomena of a severe accident (SA). Though a lot of analysis and research is carried out on SA, right from the development of the nuclear industry, not all the possible circumstances are taken into consideration. Therefore, to improve the efficacy of the safety of nuclear power plants, additional analytical studies are needed that can directly monitor severe accident phenomena. This paper presents an interacting multiple model (IMM) based fault detection and diagnosis (FDD) approach for the identification of in-vessel phenomena to provide the accident propagation information using reactor vessel (RV) out-wall temperature distribution during severe accidents in a nuclear power plant. The estimation of wall temperature is treated as a state estimation problem where the time-varying wall temperature is estimated using IMM employing three multiple models for temperature evolution. From the estimated RV out-wall temperature and rate of temperature, the in-vessel phenomena are identified such as core meltdown, corium relocation, reactor vessel damage, reflooding, etc. We tested the proposed method with five different types of SA scenarios and the results show that the proposed method has estimated the outer wall temperature with good accuracy.

Original languageEnglish
Pages (from-to)532-548
Number of pages17
JournalNuclear Engineering and Technology
Volume53
Issue number2
DOIs
StatePublished - 2021 Feb

Keywords

  • Fault detection
  • Identification of in-vessel phenomena
  • Interactive multiple model
  • RV out-wall temperature
  • State estimation

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