Measuring system with a dual needle probe for testing the parameters of heat-insulating materials

Measurement Science and Technology

Volumn 22, Issue 7, 2011, Pages

  Chudzik, Stanislaw ^a  

^a CZESTOCHOWA UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

inverse heat conduction problem; Neural networks; thermal conductivity; thermal diffusivity

Indexed keywords

DEEP NEURAL NETWORKS; FINITE ELEMENT METHOD; INSULATING MATERIALS; INSULATION; INVERSE PROBLEMS; MATERIALS TESTING; MATLAB; NEEDLES; NEURAL NETWORKS; PARAMETER ESTIMATION; PROBES; SPECIFIC HEAT; THERMAL CONDUCTIVITY; THERMAL DIFFUSIVITY; THERMAL INSULATING MATERIALS; THERMAL INSULATION; THERMOMETERS;

EFFECTIVE THERMAL CONDUCTIVITY; HEAT INSULATION MATERIALS; INVERSE HEAT CONDUCTION PROBLEM; SYSTEM OF PARTIAL DIFFERENTIAL EQUATIONS; TEMPERATURE INCREASE; THERMAL INSULATION MATERIALS; TRAINING AND TESTING; TWO-DIMENSIONAL HEAT CONDUCTION;

HEAT CONDUCTION;

EID: 79960205470     PISSN: 09570233     EISSN: 13616501     Source Type: Journal    
DOI: 10.1088/0957-0233/22/7/075703     Document Type: Article

References (35)

1. Bejan A 1993 Heat Transfer (New York: Wiley)
2. Minkina W and Chudzik S 2004 Measurement of Thermal Parameters of Thermoinsulating Materials - Instrumentation and Methods (in Polish: Pomiary parametrow cieplnych materialow termoizolacyjnych - przyrzady i metody) (Czestochowa: Czestochowa University of Technology)
3. Al-Homoud M 2005 Performance characteristics and practical applications of common building thermal insulation materials Build. Environ. 40 353-66 (Pubitemid 40077469)
4. Beck J V 1985 Inverse Heat Conduction (New York: Wiley-Interscience)
5. Alifanov O, Artyukhin E and Rumyantsev S 1995 Extreme Methods for Solving Ill-Posed Problems with Applications to Inverse Heat Transfer Problems (New York: Begell House)
6. Blackwell J H 1953 Radial-axial heat flow in regions bounded internally by circular cylinders Can. J. Phys. 31 472-9
7. Blackwell J H 1956 The axial-flow error in the thermal-conductivity probe Can. J. Phys. 34 412-7
8. Boer J, Butter J, Grosskopf B and Jeschke P 1980 Hot wire technique for determining high thermal conductivities Refract. J. 55 22
9. Sylos Cintra J and Santos W 2000 Numerical analysis of sample dimensions in hot wire thermal conductivity measurements J. Eur. Ceram. Soc. 20 1871-5 (Pubitemid 30664587)
10. Venkatesan G et al 2001 Measurement of thermophysical properties of polyurethane foam insulation during transient method Int. J. Therm. Sci. 40 133-44 (Pubitemid 33379442)
11. Bouguerra A, Ait-Mokhtar O, Amiri M and Diop B 2001 Measurement of thermal conductivity, thermal diffusivity and heat capacity of highly porous building materials using transient plane source technique Int. Commun. Heat Mass Transfer 28 1065-78 (Pubitemid 34050228)
12. Kubicar L and Bohac V 2000 A step-wise method for measuring thermophysical parameters of materials Meas. Sci. Technol. 11 252-8 (Pubitemid 30221684)
13. Liang X-G 1995 The boundary induced error on the measurement of thermal conductivity by transient hot wire method Meas. Sci. Technol. 6 467
14. Xie H and Cheng S 2001 A fine needle probe for determining the thermal conductivity of penetrable materials Meas. Sci. Technol. 12 58
15. Hammerschmidt U and Sabuga W 2000 Transient hot wire (THW) method: uncertainty assessment Int. J. Thermophys. 21 1255-78 (Pubitemid 32409045)
16. Tavman I H and Tavman S 1999 Measurement of thermal conductivity of dairy products J. Food Eng. 41 109-14
17. ASTM 2000 Standard test methods for determination of thermal conductivity of soil and soft rock by thermal needle probe procedure ASTM D 5334-00, vol.04.08 (West Conshohocken, PA: ASTM)
18. ASTM 2001 Standard test method for thermal conductivity of plastics by means of a transient line source technique ASTM D 5930-01 vol. 14.02 (West Conshohocken, PA: ASTM)
19. IEEE 1981 IEEE guide for thermal resistivity measurements IEEE STD 442-1981 (New York: The Institute of Electrical and Electronics Engineers)
20. Kadjo A, Garnier J-P, Maye J P and Martemianov S 2008 A new transient two-wire method for measuring the thermal diffusivity of electrically conducting and highly corrosive liquids using small samples Int. J. Thermophys. 29 1267-77
21. De Tilly A and Sousa J M M 2009 Measurements of instantaneous heat transfer in a two-dimensional T-junction using a multi-thermocouple probe Meas. Sci. Technol. 20 045106
22. De Wilde P, Griffiths R and Goodhew S 2008 Validation of data analysis routines for a thermal probe apparatus using numerical data sets Build. Simul. 1 36-46
23. Goodhew S and Griffiths R 2004 Analysis of thermal-probe measurements using an iterative method to give sample conductivity and diffusivity data J. Appl. Energy 77 205-23 (Pubitemid 37348236)
24. Pilkington B, Griffiths R, Goodhew S and De Wilde P 2008 Thermal probe technology for buildings: the transition from laboratory to field measurements J. Archit. Eng. 14 111-8
25. Chudzik S, Gryś S and Minkina W 2009 The application of the artificial neural network and hot probe method in thermal parameters determination of heat insulation materials: part 1.Thermal model consideration Proc. IEEE Int. Conf. on Industrial Technology: ICIT' 2009 (Melbourne) doi:10.1109/ICIT.2009.4939511
26. Chudzik S, Gryś S and Minkina W 2009 Sensor system to determine the thermal parameters of the materials 14th Int. Conf. on Sensors, Technologies, Electronics and Applications (SENSOR' 2009) (26-28 May 2009, Norymberga, RFN) pp 301-6
27. Chudzik S 2009 The idea of using artificial neural network in measurement system with hot probe for testing parameters of heat-insulating materials Measurement 42 764-70
28. Chudzik S and Minkina W 2001 Dynamic method to determine thermal parameters of heat-insulating materials TEMPMEKO'2001, 8th Int. Symp. on Temperature and Thermal Measurements in Industry and Science, IMEKO TC 12 (Berlin, 19-21 June 2001) vol 2 pp 963-8
29. Chudzik S, Minkina W and Gryś S 2009 The application of the artificial neural network and hot probe method in thermal parameters determination of heat insulation materials: part 2. Application of the neural network Proc. IEEE Int. Conf. on Industrial Technology: ICIT'2009 (Melbourne) doi:10.1109/ICIT.2009.4939512
30. Aquino W and Brigham J 2006 Self-learning finite elements for inverse estimation of thermal constitutive models Int. J. Heat. Mass Transfer 49 2466-78 (Pubitemid 44250955)
31. Daponde P and Grimaldi D 1998 Artificial neural networks in measurements Measurement 23 93-115 (Pubitemid 128378448)
32. Hasiloglu A, Yilmaz M, Comakli O and Ekmekci I 2004 Adaptive neuro-fuzzy modeling of transient heat transfer in circular duct air flow Int. J. Therm. Sci. 43 1075-90
33. Turias I, Gutiérrez J and Galindo P 2005 Modelling the effective thermal conductivity of an unidirectional composite by the use of artificial neural networks Compos. Sci. Technol. 65 609-19 (Pubitemid 40077570)
34. BIPM, IEC, IFCC, ISO, IUPAC, IUPAP and OIML 1995 Guide to the Expression of Uncertainty in Measurement Corrected and reprinted (Geneva: ISO)
35. BIPM, IEC, IFCC, ISO, IUPAC, IUPAP and OIML 2006 Guide to the Expression of Uncertainty in Measurement. Supplement 1: Numerical Methods for the Propagation of Distributions (Geneva: ISO)