A Procedure Performing System using Deep Learning Algorithm for Nuclear Power Plant

2020 ◽  
Author(s):  
Jeeyea Ahn ◽  
Seung Jun Lee
Keyword(s):  
Deep Learning ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Nuclear Power ◽  
Learning Algorithm ◽  
Deep Learning Algorithm

Nuclear power plant sensor signal reconstruction based on deep learning methods

2022 ◽  
Vol 167 ◽  
pp. 108765
Author(s):  
Zixiao Yang ◽  
Peng Xu ◽  
Biao Zhang ◽  
Chuanlong Xu ◽  
Liming Zhang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Nuclear Power ◽  
Signal Reconstruction ◽  
Sensor Signal ◽  
Learning Methods

A Self-Learning Algorithm for Primitive Actions’ Affordances of Nuclear Power Plant Maintenance Robot

2014 ◽  
Vol 701-702 ◽  
pp. 219-222
Author(s):  
Chun Yang Liu ◽  
Jing Wei Zhang ◽  
Xue Feng Zheng ◽  
Xu Yan Tu
Keyword(s):  
Power Plant ◽  
Nuclear Power Plant ◽  
Nuclear Power ◽  
Learning Algorithm ◽  
Trial And Error ◽  
Successful Operation ◽  
Data Set ◽  
Plant Maintenance ◽  
Self Learning ◽  
Selection Of

In this paper, an algorithm concerning the primitive action affordances of learning nuclear power plant maintenance robot is presented. The algorithm generates a random matching data set through a new matching method, which is utilized for the selection of object operation, with the matching rate improved by trial and error, and then the attempt number for a successful operation is reduced. In the end, simulation is conducted to verify the feasibility and correctness of the proposed algorithm.

Nuclear Power Plant accident identification system with “don’t know” response capability: Novel deep learning-based approaches

2020 ◽  
Vol 137 ◽  
pp. 107111 ◽  
Author(s):  
Victor Henrique Cabral Pinheiro ◽  
Marcelo Carvalho dos Santos ◽  
Filipe Santana Moreira do Desterro ◽  
Roberto Schirru ◽  
Cláudio Márcio do Nascimento Abreu Pereira
Keyword(s):  
Deep Learning ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Nuclear Power ◽  
Identification System ◽  
Nuclear Power Plant Accident ◽  
Response Capability
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