Optimization of Mitigating System Performance Index to Improve Nuclear Power Plant Safety and Efficiency

Tao Liu; Sai Zhang; Zhegang Ma

Optimization of Mitigating System Performance Index to Improve Nuclear Power Plant Safety and Efficiency

Nuclear Safety & Regulatory Research

Research output: Contribution to conference › Poster

Abstract

MSPI (Mitigation System Performance Index) is one of the risk-informed, plant-specific performance indicators of NRC’s Reactor Oversight Process. MSPI is used by the regulator and nuclear industry to monitor and assess the performance of plant mitigating systems. In this project, a calculation tool has been developed by incorporating the plant operation data, Probabilistic Risk Assessment (PRA) data, and industry baseline values to automate the calculation process of MSPI and the generation of the report. This is the first stage in an effort to optimize the MSPI through advanced artificial intelligence (AI) and machine learning (ML) techniques to improve nuclear power plant safety and efficiency.

Original language	English
State	Published - Aug 12 2021

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title = "Optimization of Mitigating System Performance Index to Improve Nuclear Power Plant Safety and Efficiency",

abstract = "MSPI (Mitigation System Performance Index) is one of the risk-informed, plant-specific performance indicators of NRC{\textquoteright}s Reactor Oversight Process. MSPI is used by the regulator and nuclear industry to monitor and assess the performance of plant mitigating systems. In this project, a calculation tool has been developed by incorporating the plant operation data, Probabilistic Risk Assessment (PRA) data, and industry baseline values to automate the calculation process of MSPI and the generation of the report. This is the first stage in an effort to optimize the MSPI through advanced artificial intelligence (AI) and machine learning (ML) techniques to improve nuclear power plant safety and efficiency.",

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T1 - Optimization of Mitigating System Performance Index to Improve Nuclear Power Plant Safety and Efficiency

AU - Liu, Tao

AU - Zhang, Sai

AU - Ma, Zhegang

PY - 2021/8/12

Y1 - 2021/8/12

N2 - MSPI (Mitigation System Performance Index) is one of the risk-informed, plant-specific performance indicators of NRC’s Reactor Oversight Process. MSPI is used by the regulator and nuclear industry to monitor and assess the performance of plant mitigating systems. In this project, a calculation tool has been developed by incorporating the plant operation data, Probabilistic Risk Assessment (PRA) data, and industry baseline values to automate the calculation process of MSPI and the generation of the report. This is the first stage in an effort to optimize the MSPI through advanced artificial intelligence (AI) and machine learning (ML) techniques to improve nuclear power plant safety and efficiency.

AB - MSPI (Mitigation System Performance Index) is one of the risk-informed, plant-specific performance indicators of NRC’s Reactor Oversight Process. MSPI is used by the regulator and nuclear industry to monitor and assess the performance of plant mitigating systems. In this project, a calculation tool has been developed by incorporating the plant operation data, Probabilistic Risk Assessment (PRA) data, and industry baseline values to automate the calculation process of MSPI and the generation of the report. This is the first stage in an effort to optimize the MSPI through advanced artificial intelligence (AI) and machine learning (ML) techniques to improve nuclear power plant safety and efficiency.

M3 - Poster

ER -

Optimization of Mitigating System Performance Index to Improve Nuclear Power Plant Safety and Efficiency

Abstract

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