Adaptive neuro-fuzzy modeling of convection heat transfer of turbulent supercritical carbon dioxide flow in a vertical circular tube

International Communications in Heat and Mass Transfer

Volumn 37, Issue 10, 2010, Pages 1546-1550

  Mehrabi, M ^a   Pesteei, S M ^a  

^a URMIA UNIVERSITY   (Iran)

Author keywords

Adaptive neuro fuzzy inference system (ANFIS); Convection heat transfer; Supercritical carbon dioxide

Indexed keywords

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; ANFIS MODEL; BULK TEMPERATURES; CIRCULAR TUBES; CONSTANT PRESSURES; CONVECTION HEAT TRANSFER; EMPIRICAL DATA; EMPIRICAL RESULTS; HYDRAULIC DIAMETER; INPUT PARAMETER; NEURO-FUZZY MODELING; PLANNING PARAMETERS; PRIMARY DATA; STATISTICAL CRITERION; SUPERCRITICAL CARBON DIOXIDES; TARGET PARAMETER; TEST SECTIONS;

CARBON DIOXIDE; EFFLUENT TREATMENT; FUZZY INFERENCE; FUZZY SYSTEMS; INLET FLOW; LEAKAGE (FLUID); MATHEMATICAL MODELS; SUPERCRITICAL FLUID EXTRACTION; SUPERCRITICAL FLUIDS;

HEAT CONVECTION;

EID: 78649636255     PISSN: 07351933     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.icheatmasstransfer.2010.08.019     Document Type: Article

References (26)

1. Kim J.K., Jeon H.K., Lee J.S. Wall temperature measurement and heat transfer correlation of turbulent supercritical carbon dioxide flow in vertical circular/non-circular tubes. Nuclear Engineering and Design 2007, 237:1795-1802.
2. Melreles M.A.A., Zahedi G., Hatami Test T. Mathematical modeling of supercritical fluid extraction for obtaining extracts from vetiver root. Journal of Supercritical Fluids 2009, 49:23-31.
3. Gomes P.B., Mata V.G., Rodrigues A.E. Production of rose geranium oil using supercritical fluid extraction. Journal of Supercritical Fluids 2007, 41:50-60.
4. Chiou A.H.J., Yeh M.K., Chen C.Y., Wang D.P. Micronization of meloxicam using a supercritical fluids process. Journal of Supercritical Fluids 2007, 42:120-128.
5. Yeo S.D., Kiran E. Formation of polymer particles with supercritical fluids: a review. Journal of Supercritical Fluids 2005, 34:287-308.
6. Goto M. Chemical recycling of plastics using sub- and supercritical fluids. Journal of Supercritical Fluids 2009, 47:500-507.
7. Cansell F., Aymonier C. Design of functional nanostructured materials using supercritical fluids. Journal of Supercritical Fluids 2009, 47:508-516.
8. Aymonier C., Loppinet-Serani A., Reverón H., Garrabos Y., Cansell F. Review of supercritical fluids in inorganic materials science. Journal of Supercritical Fluids 2006, 38:242-251.
9. Song J.H., Kim H.Y., Bae Y.Y. Heat transfer characteristics of a supercritical fluid in a vertical pipe. Journal of Supercritical Fluids 2008, 44:164-171.
10. G. Kuang, Heat transfer and mechanical design analysis of supercritical gas cooling process of carbon dioxide in microchannels, PhD dissertation, University of Maryland, 2006.
11. He S., Jiang P.X., Xu Y.J., Shi R.F., Kim W.S., Jackson J.D. A computational study of convection heat transfer to carbon dioxide at supercritical pressures in a vertical mini tube. International Journal of Thermal Science 2005, 44:521-530.
12. Zhang X.R., Yamaguchi H. Forced convection heat transfer of supercritical carbon dioxide in a horizontal circular tube. Journal of Supercritical Fluids 2007, 41:412-420.
13. Liao S.M., Zhao T.S. An experimental investigation of convection heat transfer to supercritical carbon dioxide in miniature tubes. International Journal of Heat and Mass Transfer 2002, 45:5025-5034.
14. Haui X.L., Koyama S., Zhao T.S. An experimental study of flow and heat transfer of supercritical carbon dioxide in multi-port mini channels under cooling conditions. Chemical Engineering Science 2005, 60:3337-3345.
15. Bae Y.Y., Kim H.Y. Convective heat transfer to carbon dioxide at a supercritical pressure flowing vertically upward in tubes and an annular channel. Experimental Thermal and Fluid Science 2009, 33:329-339.
16. Brush A., Bontemps A., Colasson S. Experimental investigation of heat transfer of supercritical carbon dioxide flowing in a cooled vertical tube. International Journal of Heat and Mass Transfer 2009, 52:2589-2598.
17. Pesteei S.M., Mehrabi M. Modeling of convection heat transfer of supercritical carbon dioxide in a vertical tube at low Reynolds numbers using GMDH type neural network. International Communications in Heat and Mass Transfer 2010, 37:901-906.
18. Varol Y., Avci E., Koca A., Oztop H.F. Prediction of flow fields and temperature distributions due to natural convection in a triangular enclosure using Adaptive-Network-Based Fuzzy Inference System (ANFIS) and Artificial Neural Network (ANN). International Communications in Heat and Mass Transfer 2007, 34:887-896.
19. Hasiloglu A., Yilmaz M., Comakli O., Ekmekci I. Adaptive neuro-fuzzy modeling of transient heat transfer in circular duct air flow. International Journal of Thermal Sciences 2004, 43:1075-1090.
20. Sun T., Yan S.J., Cao G.Y., Zhu X.J. Modelling and control PEMFC using fuzzy neural networks. Journal of Zhejiang University Science 2005, 6A-10:1084-1089.
21. x Publication No. 47 1993.
22. Lippmann R.P. An introduction to computing with neural networks. IEEE Magazine 1987, 3(4):4-22.
23. Tong R.M. A control engineering review of fuzzy systems. Automatic 1997, 13(6):559-569.
24. Jang J.S.R. ANFIS; adaptive network-based fuzzy inference systems. IEEE Transactions on Systems, Man, and Cybernetics 1993, 23(3):665-685.
25. Hanboy D., Baylar A., Ozpolat E. Predicting flow conditions over stepped chutes based on ANFIS. Soft Computing 2009, 13:701-707.
26. Guijas D., Cordero J.T., Alarcon J. An adaptive neuro-fuzzy approach to control a distillation column. Neural Computing and Applications 2000, 9:211-217.