Prof. Man Gyun Na

Chosun University, South Korea

E-mail: magyna@chosun.ac.kr

Qualifications

1988 Ph.D., Korea Advanced Institute of Science and Technology (KAIST), South Korea

1986 M.Sc., Korea Advanced Institute of Science and Technology (KAIST), South Korea

1982 B.Sc., Seoul National University, South Korea

Publications (Selected)

1. Jae Yong Lee, Man Gyun Na, and Jong Ho Park, “Predicting Diametral Creep of the Pressure Tubes in CANDU Reactors Using Fuzzy Neural Networks,” appear in J. Nucl. Sci. Tech., Jan. 2011.
2. Dong Hyuk Lim, In Ho Bae, Man Gyun Na, and Jin Weon Kim, “Prediction of Residual Stress in the Welding Zone of Dissimilar Metals Using Data-Based Models and Uncertainty Analysis,” Nucl. Eng. Des., Vol. 240, No. 10, pp. 2555-2564, Oct. 2010.
3. Sim Won Lee, Dong Su Kim, and Man Gyun Na, “Prediction of DNBR Using Fuzzy Support Vector Regression and Uncertainty Analysis,” IEEE Trans. Nucl. Sci., Vol. 57, No. 3, pp. 1595-1601, June 2010.
4. Dong Hyuk Lim, Sung Han Lee, and Man Gyun Na, “Smart Soft-Sensing for the Feedwater Flowrate at PWRs Using a GMDH Algorithm,” IEEE Trans. Nucl. Sci., Vol. 57, No. 1, pp. 340-347, Feb. 2010.
5. Heon Young Yang, Sung Han Lee, and Man Gyun Na, “Monitoring and Uncertainty Analysis of Feedwater Flow Rate Using Data-based Modeling Methods,” IEEE Trans. Nucl. Sci., Vol. 56, No. 4, pp. 2426-2433, Aug. 2009.
6. Dong Hyuk Lim, Heon Young Yang, and Man Gyun Na, “Monitoring Minimum DNBR Using a Support Vector Regression Model,” IEEE Trans. Nucl. Sci., Vol. 56, No. 1, pp. 286-293, Feb. 2009.
7. In Ho Bae, Man Gyun Na, Yoon Joon Lee, and Goon Cherl Park, “Calculation of the Power Peaking Factor in a Nuclear Reactor Using Support Vector Regression Models,” Annals of Nuclear Energy, Vol. 35, No. 12, pp. 2200-2205, Dec. 2008.
8. Man Gyun Na, Jin Weon Kim, Dong Hyuk Lim, and Young-June Kang, “Residual Stress Prediction of Dissimilar Metals Welding at NPPs Using Support Vector Regression,” Nucl. Eng. Des., Vol. 238, No. 7, pp. 1503-1510, July 2008.
9. Jin Weon Kim, Man Gyun Na, and Chi-Yong Park, “Effect of Local Wall Thinning on the Collapse Behavior of Pipe Elbows Subjected to a Combined Internal Pressure and In-plane Bending Load,” Nucl. Eng. Des., Vol. 238, No. 6, pp. 1275-1285, June 2008.
10. Man Gyun Na, Won Seo Park, and Dong Hyuk Lim, “Detection and Diagnostics of Loss of Coolant Accidents Using Support Vector Machines,”  IEEE Trans. Nucl. Sci., Vol. 55, No. 1, pp. 628-636, Feb. 2008.
11. Man Gyun Na and Heon Young Yang “Power Reconstruction of Fuel Rods by Support Vector Regression for CANDU Reactors,” IEEE Trans. Nucl. Sci., Vol. 54, No. 4, pp. 1302-1310, Aug. 2007.
12. Man Gyun Na, Jin Weon Kim, and In Joon Hwang, “Collapse Moment Estimation by Support Vector Machines for Wall-Thinned Pipe Bends and Elbows,” Nucl. Eng. Des., Vol. 237, No. 5, pp. 451-459, Mar. 2007.
13. Man Gyun Na and Belle R. Upadhyaya, “Application of Model Predictive Control Strategy Based on Fuzzy Identification to an SP-100 Space Reactor,” Annals of Nuclear Energy, Vol. 33, Nos. 17-18, pp. 1467-1478, Nov./Dec. 2006.
14. Man Gyun Na, Belle R. Upadhyaya, Xiaojia Xu, and In Joon Hwang, “Design of a Model Predictive Power Controller for an SP-100 Space Reactor,” Nucl. Sci. Eng., Vol. 154, No. 3, pp. 353-366, Nov. 2006.
15. Man Gyun Na, In Joon Hwang, and Yoon Joon Lee, “Inferential Sensing and Monitoring for Feedwater Flowrate in Pressurized Water Reactors,” IEEE Trans. Nucl. Sci., Vol. 53, No. 4, pp. 2335-2342, Aug. 2006.
16. Man Gyun Na and Belle R. Upadhyaya, “Model Predictive Control of an SP-100 Space Reactor Using Support Vector Regression and Genetic Optimization,” IEEE Trans. Nucl. Sci., Vol. 53, No. 4, pp. 2318-2327, Aug. 2006.
17. Man Gyun Na, Jin Weon Kim, and In Joon Hwang, “Estimation of Collapse Moment for the Wall-Thinned Pipe Bends Using Fuzzy Model Identification,” Nucl. Eng. Des., Vol. 236, No. 13, pp. 1335-1343, July 2006.
18. Man Gyun Na, In Joon Hwang, and Yoon Joon Lee, “Design of a Fuzzy Model Predictive Power Controller for Pressurized Water Reactors,” IEEE Trans. Nucl. Sci., Vol. 53, No. 3, pp. 1504-1514, June 2006.
19. Byung Chul Lee, Ji Hwan Jeong, and Man Gyun Na, “Effects of Accident Management Strategy on the Severe Accident Environmental Conditions,” Annals of Nuclear Energy, Vol. 33, No. 1, pp. 13-21, Jan. 2006.
20. Man Gyun Na, Yoon Joon Lee, and In Joon Hwang, “A Smart Software Sensor for Feedwater Flow Measurement Monitoring,” IEEE Trans. Nucl. Sci., Vol. 52, No. 6, pp. 3026-3034, Dec. 2005.