Reliability assessment of passive systems using artificial neural network based response surface methodology

R.B. Solanki,Harshavardhan D. Kulkarni,Suneet Singh,P.V. Varde,A.K. Verma

Annals of Nuclear Energy（2020）

引用 9|浏览14

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摘要

•Analytical model for performance assessment of Passive System is developed.•Artificial Neural Network (ANN) Model is developed and trained in MATLAB.•ANN Based Response Surface is derived and verified for ‘future’ prediction.•ANN Based Response Surface (ANNBRS) methodology is developed.•Application of for ANNBRS methodology for Reliability Assessment is demonstrated.

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关键词

Reliability,Passive Systems,Artificial Neural Network (ANN),Principle Component Regression (PCR),Nuclear Power Plant (NPP)

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