Study on the onset of nucleate boiling in narrow annular channel by genetic neural network

International Communications in Heat and Mass Transfer

Volumn 37, Issue 6, 2010, Pages 596-599

  Wei, Huiming ^a   Su, G H ^a   Tian, W X ^a   Qiu, S Z ^a   Yang, X B ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Genetic algorithm; Genetic neural network; Onset nucleate boiling; Prediction

Indexed keywords

DISTILLED WATER; EXPERIMENTAL DATA; GENETIC NEURAL NETWORK; GEOMETRICAL STRUCTURE; MASS FLUX; NARROW ANNULAR CHANNEL; NARROW ANNULI; ONSET NUCLEATE BOILING; ONSET OF NUCLEATE BOILING; PARAMETRIC STUDY; SIMULATION AND ANALYSIS; SYSTEM PRESSURE;

FORECASTING; GENETIC ALGORITHMS; NUCLEATE BOILING;

NEURAL NETWORKS;

EID: 77953535804     PISSN: 07351933     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.icheatmasstransfer.2009.11.017     Document Type: Article

References (19)

1. Collier J.G., Thome J.R. Convective Boiling and Condensation 1994, 183-213. Oxford Science Publications. third ed.
2. Tong L.S., Tang Y.S. Boiling Heat Transfer and Two-phase Flow 1997, 245-258. Taylor & Francis Publishers. second ed.
3. Bergles A.E., Rohsenow W.M. The determination of forced convection surface boiling heat transfer. ASME J. Heat Transfer 1964, 86:365-372.
4. Qu W., Mudawar I. Prediction and measurement of incipient boiling heat flux in microchannel heat sinks. Int. J. Heat Mass Transfer 2002, 45:3933-3945.
5. Shah M.M. Generalized prediction of heat transfer during subcooled boiling in annuli. Heat Transfer Eng. 1981, 4:24-31.
6. Kandlikar S.G. Flow boiling in minichannels and microchannels. Heat Transfer and Fluid Flow in Minichannels and Microchannels 2006, 175-226.
7. Moles F.D., Shaw J.F.G. Boiling heat transfer to sub-cooled liquids under conditions of forced convection. Trans. Inst. Chem. Eng. 1972, 50:76-84.
8. Hsu Y.Y. On the size range of active nucleation cavities on a heating surface, ASME. J. Heat Trans. 1962, 84:207-216.
9. Li J., Cheng P. Bubble cavitation in a microchannel. Int. J. Heat Mass Transfer 2004, 47:2689-2698.
10. Ghiaansiaan S.M. Boiling incipience in microchannels. Int. J Heat Mass Transfer 2002, 45:4599-4606.
11. Situ R., Takashi H., Mamoru I., Michitsugu M. Bubble lift-off size in forced convective subcooled boiling flow. Int. J. Heat Mass Transf. 2005, 48(25-26):5536-5548.
12. Situ R., Ye M., Mamoru I., Michitsugu M. Photographic study of bubble behaviors in forced convection subcooled boiling. Int. J. Heat Mass Transf. 2004, 47(17-18):3659-3667.
13. Liu D., Lee P.S., Garimella S.V. Prediction of the onset of nucleate boiling in microchannel flow. Int. J. Heat Mass Transfer 2005, 48:5134-5149.
14. Yang R.C., Wang Y.W., Tang H., et al. Experimental study of flow instability in a natural circulation system with subcooled boiling. Proceedings of the 1st International Conference on Engineering Thermophysics, Beijing, China August 18-21 1999.
15. Kukito R., Tasake K. Single-phase natural circulation in pressurized water reactor under degraded secondary cooling conditions. The Winter Annual Meeting of the ASME, San Francisco 1989.
16. Sun Q., Yang R.C., Zhao H. Predictive study of the incipient point of net vapor generation in low-flow subcooled boiling. Nucl. Eng. Des. 2003, 24(2-3):249-256.
17. Wu G.P., Qiu S.Z., Su G.H., et al. Experimental research on dryout point of flow boiling in narrow annular channels. Nucl. Sci. Tech. 2006, 17(4):252-256.
18. Wei H.M., Su G.H., Qiu S.Z., et al. Applications of genetic neural network for prediction of critical heat flux. Int. J. Therm. Sci. 2010, 49:143-152.
19. Mitchell M. An Introduction to Genetic Algorithms 1996, MIT Press, Cambridge, MA.