Detection of fouling in a cross-flow heat exchanger using wavelets

Heat Transfer Engineering

Volumn 32, Issue 3-4, 2011, Pages 349-357

  Ingimundardóttir, Helga ^a   Lalot, Sylvain ^b,c  

^a UNIVERSITY OF ICELAND   (Iceland)

^b UNIV LILLE   (France)

^c UNIVERSITÉ DE VALENCIENNES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

FOULING; HEAT EXCHANGERS; MASS TRANSFER; SPECIFIC HEAT;

CROSS-FLOW HEAT EXCHANGERS; ELECTRICAL HEATER; HEAT CAPACITY RATES; INLET TEMPERATURE; NUMBER OF TRANSFER UNITS; OBSERVATION WINDOW; STEADY-STATE CONDITION; TRANSIENT STATE;

WAVELET TRANSFORMS;

EID: 78650661736     PISSN: 01457632     EISSN: 15210537     Source Type: Journal    
DOI: 10.1080/01457632.2010.495668     Document Type: Article

References (30)

1. Rosmaninho, R., Rizzo, G., Müller-Steinhagen, H., and Melo, L. F., Deposition From a Milk Mineral Solution on Novel Heat Transfer Surfaces Under Turbulent Flow Conditions, Journal of Food Engineering, vol. 85, no. 1, pp. 29-41, 2008
2. Gúerin, R., Ronse, G., Bouvier, L., Debreyne, P., and Delaplace, G., Structure and Rate of Growth of Whey Protein Deposit From In Situ Electrical Conductivity During Fouling in a Plate Heat Exchanger, Chemical Engineering Science, vol. 62, no. 7, pp. 1948- 1957, 2007
3. Kukulka, D. J., and Devgun, M., Fluid Temperature and Velocity Effect on Fouling, Applied Thermal Engineering, vol. 27, no. 16, pp. 2732-2744, 2007.
4. Rosmaninho, R., Rocha, F., Rizzo, G., Müller-Steinhagen, H., and Melo, L. F., Calcium Phosphate Fouling on TiNCoated Stainless Steel Surfaces: Role of Ions and Particles, Chemical Engineering Science, vol. 62, no. 14, pp. 3821-3831, 2007.
5. Prieto, M., Vallina, J., and Suarez, I., Application of a Design Code for Estimating Fouling On-Line in a Power Plant Condenser Refrigerated by Seawater, Proc. ASMEZSITS International Thermal Science Seminar, 2000, June 11-14, Bled, Slovenia, on CDROM.
6. Riverol, C., and Napolitano, V., Estimation of the Overall Heat Transfer Coefficient in a Tubular Heat Exchanger Under Fouling Using Neural Networks. Application in a Flash Pasteurizer, International Communications in Heat and Mass Transfer, vol. 29, no. 4, pp. 453-457, 2002.
7. Lalot, S., and Lecoeuche, S., Online Fouling Detection in Electrical Circulation Heaters Using Neural Networks, International Journal of Heat and Mass Transfer, vol. 46, no. 13, pp. 2445-2457, 2003.
8. Jonsson, G. R., Lalot, S., Palsson, O. P., and Desmet, B., Use of Extended Kalman Filtering in Detecting Fouling in Heat Exchangers, International Journal of Heat and Mass Transfer, vol. 50, no. 13-14, pp. 2643- 2655, 2007.
9. Lalot S., Palsson O. P., Jonsson G. R., and Desmet B., Comparison of Neural Networks and Kalman Filters Performances for Fouling Detection in a Heat Exchanger, International Journal of Heat Exchangers vol. 8, pp. 151-168, 2007.
10. Delmotte, F., Delrot, S., Lalot, S., and Dambrine, M., Fouling Detection in Heat Exchangers With Fuzzy Models, Proc. 19th International Symposium on Transport Phenomena, 17-21 August, 2008, Reykjavik, Iceland, on CDROM.
11. Mercère, G., Pálsson, H., and Poinot, T., Linear Parameter- Varying Identification of a Cross Flow Heat Exchanger for FoulingDetection, Proc. International Conference on Heat Exchanger Fouling and Cleaning, Schladming, Austria, June 14-19, 2009.
12. Lalot, S., On-Line Detection of Fouling in a Water Circulating Temperature Controller (WCTC) Used in Injection Moulding: Part 1: Principles, Applied Thermal Engineering, vol. 26, no. 11-12, pp. 1087-1094, 2006.
13. Lalot, S., On-Line Detection of Fouling in a Water Circulating Temperature Controller (WCTC) Used in Injection Moulding: Part 2: Application, Applied Thermal Engineering, vol. 26, no. 11-12, pp. 1095-1105, 2006.
14. Lalot, S., and Mercère, G., Detection of Fouling in a Heat Exchanger Using a Recursive Subspace Identification Algorithm, Proc. 19th International Symposium on Transport Phenomena, 17-21 August, 2008, Reykjavik, Iceland, on CD-ROM.
15. Gudmusson, O., Palsson, O. P., Palsson, H., and Lalot, S., Method to Detect Fouling in Heat Exchangers, Proc. 11th International Symposium onDistrictHeating and Cooling, Reykjavik, 31 August-2 September 2008.
16. Prabhakar, S., Mohanty, A. R., and Sekhar, A. S., Application of Discrete Wavelet Transform for Detection of Ball Bearing Race Faults, Tribology International, vol. 35, pp. 793-800, 2002.
17. Lou, X., and Loparo, K., Bearing Fault Diagnosis Based on Wavelet Transform and Fuzzy Inference, Mechanical Systems and Signal Processing, vol. 18, pp. 1077-1095, 2004.
18. Purushotham, V., Narayanan, S., and Prasad, S. A. N., Multi-Fault Diagnosis of Rolling Bearing Elements Using Wavelet Analysis and Hidden Markov Model Based Fault Recognition, NDT&E International, vol. 38, pp. 654-664, 2005.
19. Li, T.-S.,ApplyingWavelets Transform,Rough Set Theory and Support Vector Machine for Copper Clad Laminate Defects Classification, Expert Systems With Applications, vol. 36, pp. 5822-5829, 2009.
20. Wu, J.-D., Hsu, C.-C., and Wu, G.-Z., Fault Gear Identification Using Discrete Wavelet Transform and Adaptive Neuro-Fuzzy Inference, Expert SystemsWith Applications, vol. 36, pp. 6244-6255, 2009.
21. Wu, J.-D., and Liu, C.-H., An Expert System for Fault Diagnosis in Internal Combustion Engines Using Wavelet Packet Transform and Neural Network, Expert Systems With Applications, vol. 36, pp. 4278-4286, 2009.
22. Heneghan, C., Khanna, S. M., Flock, A., Ulfendahl, M., Brundin, L., and Teich, M. C., Investigating the Nonlinear Dynamics of Cellular Motion in the Inner Ear Using the Short-Time Fourier and Continuous Wavelet Transforms, IEEE Transactions on Signal Processing, vol. 42, no. 12, pp. 3335-3352, 1994.
23. Farooq, O., and Datta, S., Phoneme Recognition Using Wavelet Based Features, Information Sciences, vol. 150, pp. 5-15, 2003.
24. Çengel, Y. A., Introduction to Thermodynamics and Heat Transfer, Irwin/McGraw-Hill, New York, 1997.
25. Montoya Zegarra, J. A., Leite, N. J., and da Silva Torres, R.,Wavelet-Based Fingerprint Image Retrieval, Journal of Computational and Applied Mathematics, vol. 227, no. 2, pp. 294-307, 2009.
26. Sung, C. K., Tai, H.M., and Chen, C.W., Locating Defects of a Gear System by the Technique ofWavelet Transform, Mechanism and Machine Theory, vol. 35, pp. 1169-1182, 2000.
27. Belotti, V., Crenna, F., Michelini, R. C., and Rossi, G. B., Wheel-Flat Diagnostic Tool Via Wavelet Transform, Mechanical Systems and Signal Processing, vol. 20, pp. 1953-1966, 2006.
28. Saravanan, N., and Ramachandran, K. I., Fault Diagnosis of Spur Bevel Gear Box Using Discrete Wavelet Features and Decision Tree Classification, Expert Systems With Applications, vol. 36, pp. 9564-9573, 2009.
29. Wu, J.-D., and Chan, J.-J., Faulted Gear Identification of a Rotating Machinery Based on Wavelet Transform and Artificial Neural Network, Expert Systems with Applications, vol. 36, pp. 8862-8875, 2009.
30. Daubechies, I., Orthonormal Bases of Compactly Supported Wavelets, Communications on Pure and Applied Mathematics, vol. 41, no. 7, pp. 909-996, 1988.