Diagnosis Based on Genetic Algorithms and Fuzzy Logic in NPPs

Zhou, Yangping; Fang, Xiang; Zhao, Bin

doi:10.1007/3-540-45517-5_40

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Cited by 2 publications

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“…Most of the applications relate to fault diagnosis, human error rate assessment, human reliability analysis and operation aiding [3,4]. Other smaller expert systems have also been developed to handle operators training and other issues [5].…”

Section: A the Relevant Expert Systemsmentioning

confidence: 99%

Use of an expert system in a personnel evaluation process

Zhou

Fang

He³

2011

2011 IEEE International Conference on Quality and Reliability

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The purpose of this study was to develop an Expert System (ES) to evaluate Nuclear Power Plant (NPP) operators. The study included a review of the Artificial Intelligence (AI) literature relevant to the NPP and human resource management, knowledge acquisition, knowledge representation, knowledge encoding, and Inference engine. An expert system development tool FuzzyCLIPS6.1 was used to develop a fuzzy rule-based expert system called NPPOEX. NPP operator records obtained from a Chinese NPP were entered into NPPOEX and the system produces a crisp value for Evaluation in the range [0,1], a certainty factor and brief explanations for the result.

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Section: A the Relevant Expert Systemsmentioning

confidence: 99%

Use of an expert system in a personnel evaluation process

Zhou

Fang

He³

2011

2011 IEEE International Conference on Quality and Reliability

Self Cite

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Nuclear Power Plant Operator Auxiliary Robot System

Fang¹,

Wang²

2020

IOP Conf. Ser.: Mater. Sci. Eng.

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The potential problems on nuclear power plant when being operated by nuclear power plant (NPP) operators are discussed in the paper. The solution related to artificial intelligence (AI) is suggested. When using auxiliary robot system to support NPP operators to operate NPP, the relevant technologies and solutions are analyzed. The application of auxiliary robot system can be developed to other industries operation on operators support.

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Diagnosis Based on Genetic Algorithms and Fuzzy Logic in NPPs

Cited by 2 publications

References 11 publications

Use of an expert system in a personnel evaluation process

Use of an expert system in a personnel evaluation process

Nuclear Power Plant Operator Auxiliary Robot System

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