A thermocouple model based on neural networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2085 LNCS, Issue PART 2, 2001, Pages 531-538

  Medrano Marqués, Nicolás ^a   Del Hoyo alonso, Rafael ^b   Martín Del Brío, Bonifacio ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

^b Division of Industrial Systems   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

INDUSTRIAL APPLICATIONS; MATHEMATICAL MODELS; NEURAL NETWORKS; THERMOCOUPLES;

MODEL-BASED OPC; MODELIZATION; PIECE-WISE MODELS; POLYNOMIAL EXPRESSION; SENSING RANGES; TEMPERATURE RANGE; WHOLE SPANS;

TEMPERATURE SENSORS;

EID: 84902161962     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45723-2_64     Document Type: Conference Paper

References (12)

1. Webster, J.G.: The Measurement, Instrumentation and Sensors Handbook. CRC-Press, (1999).
2. Wisniewsky, M., Morawsky, R., Barwicz, A.: Modeling the Spectrometric Microtransducer. IEEE Transactions on Instrumentation and Measurement, vol. 48, no. 3, (1999) 747-752.
3. Dias Pereira, J., Postolache, O., Silva Girao, P.: A Temperature- Compensated System for Magnetic Field Measurements Based on Artificial Neural Networks. IEEE Transactions on Instrumentation and Measurement, vol. 47, no. 2, (1998), 494-498.
4. The Omega Temperature Handbook. Omega Engineering Inc., (1998)
5. NIST web page: Srdata.nist.gov/its90/main.
6. Rojas, R.: Neural Networks, a Systematic Introduction. Springer-Verlag, (1996).
7. Haykin, S.: Neural Networks, a Comprehensive Foundation. Prentice Hall (2nd ed.), (1999).
8. Dempsey, G.L et al.: Control sensor linearization using artificial neural networks. Analog Integrated Circuits and Signal Processing, 13, (1997) 321-332.
9. Massicotte, D., Legendre, S., Barwicz, A.: Neural-Network-Based Method of Calibration and Measure Reconstruction for a High-Pressure Measuring System. IEEE Transactions on Instrumentation and Measurement, vol. 47, no. 2, (1998) 362-370.
10. Medrano-Marques, N.J., Martfn-del-Brfo, B.: A General Method for Sensor Linearization Based on Neural Networks. Proc. of the 2000 IEEE International Symposium on Circuits and Systems ISCAS'2000. Geneva, Switzerland, (2000) 497-500.
11. Hagan, M., Mohammad, B.: Training Feedforward Networks with the Marquardt Algorithm. IEEE Transactions on Neural Networks, vol. 5 no. 6, (1994) 989-993.
12. Neural Networks Toolbox User's Guide, MatLAB Reference Guide, (1997).