Analysis of data from single-row heat exchanger experiments using an artificial neural network

American Society of Mechanical Engineers, Fluids Engineering Division (Publication) FED

Volumn 242, Issue , 1996, Pages 45-52

  Díaz, Gerardo ^a   Yanes, José ^a   Sen, Mihir ^a   Yang, K T ^a   McClain, Rodney L ^a  

^a UNIVERSITY OF NOTRE DAME   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PROCESSING; EXPERIMENTS; FLOW OF FLUIDS; FORECASTING; NEURAL NETWORKS; RANDOM PROCESSES;

ARTIFICIAL NEURAL NETWORKS; SINGLE-ROW HEAT EXCHANGER;

HEAT EXCHANGERS;

EID: 0030386503     PISSN: 08888116     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (6)

1. Kakaç, S., Bergles, A.E., Mayinger, F., 1981, Heat exchangers: thermal-hydraulic fundamentals and design, Hemisphere Pub. Corp, Washington, B.C.
2. Kreider, J.F., Claridge, D.E., Curtiss, P., Dodier, R., Haberl, J.S., Krarti, M., 1995, "Building energy use prediction and system identification using recurrent neural networks," Journal of Solar Energy Engineering, Vol. 117, pp. 161-166.
3. Rumelhart, D.E., Hinton, G.E., Williams, R.J., 1986, "Learning internal representations by error propagation" in Parallel Distributed Processing: Explorations in the Microstructure of Cognition, MIT Press, Cambridge, MA.
4. Thibault, J. and Grandjean, B., 1991, "Neural network methodology for heat transfer data analysis," Int. J. Heat Mass Transfer, Vol. 34, No. 8, pp. 2063-2070.
5. Zhao, X., 1995, Performance of a Single-Row Heat Exchanger at Low In-Tube Flow Rates, M.S. Thesis, Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, Indiana.
6. Zhao, X., McClain, R.L., Sen, M. and Yang, K.T., 1995, "An artificial neural network model of a heat exchanger," Symposium on Thermal Science and Engineering in Honor of Chancellor Chang-Lin Tien, pp. 83-88.