Optimization of hot-wire thermal flow sensor based on a neural net model

Applied Thermal Engineering

Volumn 26, Issue 8-9, 2006, Pages 948-955

  Ashhab, Moh'D Sami ^a   Al Salaymeh, Ahmed ^b  

^a HASHEMITE UNIVERSITY   (Jordan)

^b UNIVERSITY OF JORDAN   (Jordan)

Author keywords

Constrained optimization; Modelling; Neural networks; Thermal flow sensor

Indexed keywords

ANEMOMETERS; COMPUTER SIMULATION; ELECTRIC POTENTIAL; NEURAL NETWORKS; UNSTEADY FLOW; VOLTAGE MEASUREMENT;

CONSTRAINED OPTIMIZATION; FLOW VELOCITY; HOT-WIRE ANEMOMETERS; THERMAL FLOW SENSOR;

SENSORS;

EID: 29244476526     PISSN: 13594311     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.applthermaleng.2005.08.004     Document Type: Article

References (40)

1. S. Kalogirou Artificial intelligence for the modeling and control of combustion processes: a review Prog. Energy Combust. Sci. 29 6 2003 515 566
2. R. Isermann, and N. Müller Design of computer controlled combustion engines Mechatronics 13 10 2003 1067 1089
3. M. Hafner, M. Schiiler, O. Nelles, and R. Isermann Fast neural networks for diesel engine control design Control Eng. Pract. 8 11 2000 1211 1221
4. M.S. Ashhab, A combination of neural net modeling and constrained optimization towards inverse control, in: The 4th IASTED International Conference on Modeling, Simulation and Optimization, Kauai-USA, 2004, pp. 66-71.
5. T. Slanvetpan, R. Barat, and J. Stevens Process control of a laboratory combustor using artificial neural networks Comput. Chem. Eng. 27 11 2003 1605 1616
6. C. Noeres, K. Dadhe, R. Gesthuisen, S. Engell, and A. Gorak Model-based design, control and optimisation of catalytic distillation processes Chem. Eng. Process. 43 3 2004 421 434
7. A. Datta, M. Hareesh, P. Kalra, B. Deo, and R. Boom Adaptive neural net (ANN) models for desulphurization of hot metal and steel Steel Res. 65 11 1994 466 471
8. A. Karniel, R. Meir, and G. Inbar Best estimated inverse versus inverse of the best estimator Neural Networks 14 9 2001 1153 1159
9. A. Al-Salaymeh, Flow velocity and volume flow rate sensors with a wide band width, PhD. Dissertation, Technischen Fakultat der Universitat Erlangen- Nürnberg, 2001.
10. H.H. Bruun Hot-Wire Anemometry. Principles and Signal Analysis 1995 Oxford University Press Oxford
11. C.G. Lomas Fundamentals of Hot Wire Anemometry 1986 Cambridge University Press Cambridge
12. A.E. Perry Hot-Wire Anemometry 1982 Oxford University Press Oxford, UK
13. R.J. Emrich Methods of Experimental Physics vol. 18 1981 Academic Press New York Part A
14. J.O. Hinze Turbulence Second ed. 1975 McGraw-Hill New York
15. P. Bradshaw An Introduction to Turbulence and its Measurement 1971 Pergamon Press Oxford
16. N.P. Cheremisinoff, and P.N. Cheremisinoff Flow Measurement for Engineers and Scientists 1988 Marcel Dekker New York
17. L.V. King On the precision measurement of air velocity by means of the linear hot-wire anemometer Philos. Mag. 29 Ser. 6 1915 556 577
18. A.W. Kennelly, C.A. Wright, and J.S. Van Bylevelt The convection of heat from small copper wires Trans. A.I.E.E. 28 1909 363 397
19. U. Bordoni Un Procedimento per la Misura della Velocita dei Gas Nuovo Cimento 3 Ser. 6 1912 241 283
20. J.T. Morris The electrical measurement of wind velocity Electrician 69 26 1912 1056 1058
21. J.T. Morris The electrical measurement of wind velocity Engineering 94 1912 892 894
22. H. Gerdien, Der Luftgeschwindigkeitsmesser der Siemens & Halske A.-G., Ber. Deutsch Phys. Ges., 20, 1913.
23. C. Retschy Beitrage zur Herstellung und Untersuchung Annahernd Geordueter Luftstrome Motorwagen 15 1912 463 468 524-528
24. L.V King On the convection of heat from small cylinders in a stream of fluid: determination of the convection constants of small platinum wires with applications to hot-wire anemometry Phil. Trans. Roy. Soc. (London), A 214 1914 373 432
25. L.J.S. Bradbury, and I.P. Castro A pulsed-wire technique for measurements in highly turbulent flows J. Fluid Mech. 49 1971 657 691
26. L.J.S. Bradbury Measurements with a pulsed-wire and a hot-wire anemometer in the highly turbulent wake of a normal flat plate J. Fluid Mech. 77 1976 473 497
27. P.M. Handford, and P. Bradshaw The pulsed-wire anemometer Exp. Fluids 7 1989 125 132
28. I.P. Castro Wake characteristics of two-dimensional perforated plates normal to an air-stream J. Fluid Mech. 46 1971 599 609
29. R.V Westphal, J.K. Eaton, and J.P. Johnston A new probe measurement of velocity and wall shear stress in unsteady versing flows J. Fluids Eng. 103 1981 478 482
30. J.K. Eaton, R.V. Westphal, and J.P. Johnston Two new instruments for flow direction and skin-friction measurements in separated flows ISA Trans. 21 1981 69 78
31. M. Gaster, and L.J.S. Bradbury The measurements of the spectra of highly turbulent flows by a randomly triggered pulsed-wire anemometer J. Fluid Mech. 77 1976 499 509
32. M. Jaroch Development and testing of pulsed-wire probes for measuring fluctuating quantities in highly turbulent flows Exp. Fluids 3 1985 315 322
33. I.P. Castro, and B.S. Cheun The measurement of reynolds stresses with a pulsed-wire anemometer J. Fluid Mech 118 1982 41 58
34. M. Schober, P.E. Hancock, and H. Siller Pulsed-wire anemometry near walls Exp. Fluids 25 1998 151 159
35. G. Reklaitis Engineering Optimization 2002 Wiley New York, NY
36. D. Patterson Introduction to Artificial Intelligence & Expert Systems 1990 Prentice-Hall Englewood Cliffs, NJ
37. S. Haykin Neural Networks: A Comprehensive Foundation 1998 Prentice-Hall Englewood Cliffs, NJ
38. G. Cybenko Approximations by superpositions of a sigmoidal function Math. Control Signal Systems 2 4 1989 303 314
39. K. Funahashi On the approximate realization of continuous mappings by neural networks Neural Networks 2 3 1989 183 192
40. A. Al-Salaymeh, and F. Durst Development and testing of a novel single-wire sensor for wide range flow velocity measurements Meas. Sci. Technol. 15 2004 1 12