DocumentCode :
1413938
Title :
Smart Soft-Sensing for the Feedwater Flowrate at PWRs Using a GMDH Algorithm
Author :
Lim, Dong Hyuk ; Lee, Sung Han ; Na, Man Gyun
Author_Institution :
Dept. of Nucl. Eng., Chosun Univ., Gwangju, South Korea
Volume :
57
Issue :
1
fYear :
2010
Firstpage :
340
Lastpage :
347
Abstract :
The thermal reactor power in pressurized water reactors (PWRs) is typically assessed using secondary system calorimetric calculations based on accurate measurements of the feedwater flowrate. Therefore, precise measurements of the feedwater flowrate are essential. In most PWRs, Venturi meters are used to measure the feedwater flowrate. However, the fouling phenomena of the Venturi meter deteriorate the accuracy of the existing hardware sensors. Consequently, it is essential to resolve the inaccurate measurements of the feedwater flowrate. In this study, in order to estimate the feedwater flowrate online with high precision, a smart soft sensing model for monitoring the feedwater flowrate was developed using a group method of data handling (GMDH) algorithm combined with a sequential probability ratio test (SPRT). The uncertainty of the GMDH model was also analyzed. The proposed sensing and monitoring algorithm was verified using the acquired real plant data from Yonggwang Nuclear Power Plant Unit 3.
Keywords :
fission reactor instrumentation; fission reactor monitoring; flow measurement; light water reactors; neural nets; physics computing; probability; statistical analysis; GMDH algorithm; GMDH model uncertainty; PWR; SPRT; Yonggwang Nuclear Power Plant Unit 3; feedwater flowrate; group method of data handling algorithm; pressurized water reactors; secondary system calorimetric calculations; sequential probability ratio test; smart soft sensing model; thermal reactor power; Data handling; Hardware; Inductors; Instruments; Monitoring; Nuclear measurements; Orifices; Power engineering and energy; Power generation; Power measurement; Feedwater flowrate; Venturi meter; fouling phenomena; group method of data handling (GMDH); soft sensing;
fLanguage :
English
Journal_Title :
Nuclear Science, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9499
Type :
jour
DOI :
10.1109/TNS.2009.2035121
Filename :
5410002
Link To Document :
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