Intelligent Safety Monitoring System for Nuclear Power Plant Based on the Convolution Neural Network

2021 ◽  
pp. 696-705
Author(s):  
Xu-Tao Bai ◽  
Dan-Dan Sun ◽  
Xiao-Chen Zhang ◽  
Bao-Cheng Sun
Keyword(s):  
Neural Network ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Monitoring System ◽  
Nuclear Power ◽  
Safety Monitoring ◽  
Convolution Neural Network ◽  
Safety Monitoring System

scholarly journals A Study on Loose Part Monitoring System in Nuclear Power Plant Based on Neural Network

2002 ◽  
Vol 2 (2) ◽  
pp. 95-99 ◽  
Author(s):  
Jung-Soo Kim ◽  
In-Koo Hwang ◽  
Jung-Tak Kim ◽  
Byung-Soo Moon ◽  
Joon Lyou
Keyword(s):  
Neural Network ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Monitoring System ◽  
Nuclear Power

Study on Sensor with Mechanical Properties in Nuclear Power Plant with Application of BP Neural Network to Fault Tolerant Control

2013 ◽  
Vol 644 ◽  
pp. 56-59
Author(s):  
Jin Yang Li ◽  
Hong Xia ◽  
Shou Yu Cheng
Keyword(s):  
Neural Network ◽  
Mechanical Properties ◽  
Power Plant ◽  
Nuclear Power Plant ◽  
Bp Neural Network ◽  
Nuclear Power ◽  
Control Method ◽  
Fault Tolerant ◽  
Fault Tolerant Control ◽  
Level Sensor

All kinds of sensor with mechanical properties often can go wrong in nuclear power plant. In this kind of situation, it puts forward a kind of active fault tolerant control method based on the improved BP neural network. Firstly, the method will train sensor by BP neural network. Secondly, it will be established dynamic model bank in all kinds of running state. The system will be detected by using BP neural network real time. When the sensor goes wrong, it will be controled by reconstruction. Taking pressurizer water-level sensor as the case, a simulation experiment was performed on the nuclear power plant simulator. The results showed that the proposed method is valid for the fault tolerant control of sensor in nuclear power plant.

On-line neuro-expert monitoring system for Borssele Nuclear Power Plant

2003 ◽  
Vol 43 (1-4) ◽  
pp. 397-404 ◽  
Author(s):  
K. Nabeshima ◽  
T. Suzudo ◽  
S. Seker ◽  
E. Ayaz ◽  
B. Barutcu ◽  
...  
Keyword(s):  
Power Plant ◽  
Nuclear Power Plant ◽  
Monitoring System ◽  
Nuclear Power ◽  
On Line
Sign in / Sign up

Export Citation Format

Share Document