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Volumn 115, Issue 1, 2006, Pages 252-262

A study on quantitative classification of binary gas mixture using neural networks and adaptive neuro-fuzzy inference systems

Author keywords

Adaptive neuro fuzzy inference systems; Concentration estimation; Neural networks; Quantitative classification; Training algorithms

Indexed keywords

ACETONE; ADAPTIVE ALGORITHMS; ARRAYS; BACKPROPAGATION; BINARY MIXTURES; FUZZY CONTROL; INTERFACES (COMPUTER); SENSORS;

EID: 33645751073     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2005.09.009     Document Type: Article
Times cited : (81)

References (36)
  • 1
    • 33646165352 scopus 로고    scopus 로고
    • Agency for Toxic Substances and Disease Registry (ATSDR), Toxicological Profile for acetone, U.S. Department of Health and Human Services, Public Health Service, Atlanta, GA, 1994.
  • 2
    • 33646197409 scopus 로고    scopus 로고
    • Agency for Toxic Substances and Disease Registry (ATSDR), Managing Hazardous Materials Incidents, Medical Management Guidelines for Acute Chemical Exposures: Trichloroethylene (TCE), vol. III, U.S. Department of Health and Human Services, Public Health Service, Atlanta, GA, 2003.
  • 3
    • 22944476642 scopus 로고
    • Continuous detection of toluene in ambient air with a coated piezoelectric crystal
    • Ho M.H., Gullbault G.G., and Rietz B. Continuous detection of toluene in ambient air with a coated piezoelectric crystal. Anal. Chem. 52 (1980) 1489
    • (1980) Anal. Chem. , vol.52 , pp. 1489
    • Ho, M.H.1    Gullbault, G.G.2    Rietz, B.3
  • 4
    • 0142184023 scopus 로고    scopus 로고
    • Fuzzy logic and neural network applications on the gas sensor data: concentration estimation
    • Temurtas F., Tasaltin C., Temurtaş H., Yumusak N., and Ozturk Z.Z. Fuzzy logic and neural network applications on the gas sensor data: concentration estimation. Lect. Notes Comput. Sci. 2869 (2003) 179-186
    • (2003) Lect. Notes Comput. Sci. , vol.2869 , pp. 179-186
    • Temurtas, F.1    Tasaltin, C.2    Temurtaş, H.3    Yumusak, N.4    Ozturk, Z.Z.5
  • 6
    • 0029306432 scopus 로고
    • Soluble phthalocyanines for the detection of organic solvents thin film structure with quartz microbalance and capacitance transducers
    • Ozturk Z.Z., Zhou R., Wiemar U., Ahsen V., Bekaroglu O., and Gopel W. Soluble phthalocyanines for the detection of organic solvents thin film structure with quartz microbalance and capacitance transducers. Sens. Actuators B 26-27 (1995) 208-212
    • (1995) Sens. Actuators B , vol.26-27 , pp. 208-212
    • Ozturk, Z.Z.1    Zhou, R.2    Wiemar, U.3    Ahsen, V.4    Bekaroglu, O.5    Gopel, W.6
  • 9
    • 0037766996 scopus 로고    scopus 로고
    • Application of sensor array and neural networks for quantification of organic solvent vapours in air
    • Szczurek A., Szecowka P.M., and Licznerski B.W. Application of sensor array and neural networks for quantification of organic solvent vapours in air. Sens. Actuators B 58 (1999) 427-432
    • (1999) Sens. Actuators B , vol.58 , pp. 427-432
    • Szczurek, A.1    Szecowka, P.M.2    Licznerski, B.W.3
  • 12
    • 0031167776 scopus 로고    scopus 로고
    • The concentration estimation of inflammable gases with a semiconductor gas sensor utilizing neural networks and fuzzy inference
    • Yea B., Osaki T., Sugahara K., and Konishi R. The concentration estimation of inflammable gases with a semiconductor gas sensor utilizing neural networks and fuzzy inference. Sens. Actuators B 41 (1997) 121-129
    • (1997) Sens. Actuators B , vol.41 , pp. 121-129
    • Yea, B.1    Osaki, T.2    Sugahara, K.3    Konishi, R.4
  • 13
    • 0032680086 scopus 로고    scopus 로고
    • Improvement of concentration estimation algorithm for inflammable gases utilizing fuzzy rule based neural networks
    • Yea B., Osaki T., Sugahara K., and Konishi R. Improvement of concentration estimation algorithm for inflammable gases utilizing fuzzy rule based neural networks. Sens. Actuators B 56 (1999) 181-188
    • (1999) Sens. Actuators B , vol.56 , pp. 181-188
    • Yea, B.1    Osaki, T.2    Sugahara, K.3    Konishi, R.4
  • 16
    • 0026154952 scopus 로고
    • Fast training algorithms for multi-layer neural nets
    • Richard P.B. Fast training algorithms for multi-layer neural nets. IEEE Trans. Neural Netw. 2 (1991) 346-354
    • (1991) IEEE Trans. Neural Netw. , vol.2 , pp. 346-354
    • Richard, P.B.1
  • 18
    • 0010233611 scopus 로고
    • Advanced supervised learning in multilayer perceptrons-from back propagation to adaptive learning algorithms
    • Riedmiller M. Advanced supervised learning in multilayer perceptrons-from back propagation to adaptive learning algorithms. Int. J. Comput. Standards Interfaces, Special Issue on Neural Networks 5 (1994) 8
    • (1994) Int. J. Comput. Standards Interfaces, Special Issue on Neural Networks , vol.5 , pp. 8
    • Riedmiller, M.1
  • 19
    • 84943274699 scopus 로고    scopus 로고
    • M. Riedmiller, H. Braun, A direct adaptive method for faster back propagation learning: The RPROP algorithm, in: Proceedings of the IEEE International Conference on Neural Networks, San Francisco, CA, March 28, 1993, p. 586.
  • 20
    • 0034505640 scopus 로고    scopus 로고
    • Control chart pattern recognition using artificial neural networks
    • Sagiroglu S., Besdok E., and Erler M. Control chart pattern recognition using artificial neural networks. Turk. J. Elect. Eng. 8 (2000) 137-146
    • (2000) Turk. J. Elect. Eng. , vol.8 , pp. 137-146
    • Sagiroglu, S.1    Besdok, E.2    Erler, M.3
  • 21
    • 0000615669 scopus 로고
    • Function minimization by conjugate gradients
    • Fletcher R., and Reeves C.M. Function minimization by conjugate gradients. Comput. J. 7 (1964) 149-154
    • (1964) Comput. J. , vol.7 , pp. 149-154
    • Fletcher, R.1    Reeves, C.M.2
  • 23
    • 0028543366 scopus 로고
    • Training feed forward networks with the Marquardt algorithm
    • Hagan M.T., and Menhaj M. Training feed forward networks with the Marquardt algorithm. IEEE Trans. Neural Netw. 5 (1994) 989-993
    • (1994) IEEE Trans. Neural Netw. , vol.5 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2
  • 24
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi T., and Sugeno M. Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man Cybernetics 15 (1985) 116-132
    • (1985) IEEE Trans. Syst. Man Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 27
    • 33646199297 scopus 로고    scopus 로고
    • F. Temurtas, Ph.D. Thesis, Sakarya University, Institute of Science & Technology, 2000.
  • 28
    • 33645747975 scopus 로고    scopus 로고
    • Determination of the gas concentrations inside the sensor response time by using artificial neural network
    • (ISSN 1304-2386)
    • Temurtas F., Tasaltin C., Temurtas H., Yumusak N., and Ozturk Z.Z. Determination of the gas concentrations inside the sensor response time by using artificial neural network. IJCI Proc. 1 (2003) 312-315 (ISSN 1304-2386)
    • (2003) IJCI Proc. , vol.1 , pp. 312-315
    • Temurtas, F.1    Tasaltin, C.2    Temurtas, H.3    Yumusak, N.4    Ozturk, Z.Z.5
  • 29
    • 33646185309 scopus 로고    scopus 로고
    • F. Temurtas, Fast detection of the hazardous organic gases in the ambient air using adaptive neuro-fuzzy inference systems, Int. J. Environ. Pollut. (2005), in press.
  • 30
    • 8144229066 scopus 로고
    • Piezoelectric sorption detector
    • King H.W. Piezoelectric sorption detector. Anal. Chem. 36 (1964) 1735-1739
    • (1964) Anal. Chem. , vol.36 , pp. 1735-1739
    • King, H.W.1
  • 32
    • 0033682480 scopus 로고    scopus 로고
    • Synthesis and liquid-cystalline behaviour of tetrakis- and octakis (13,17-dioxa nonacosane-15-sulfanyl) phthalocyanines
    • Gurek A.G., Ahsen V., Heinemann F., and Zugenmaier P. Synthesis and liquid-cystalline behaviour of tetrakis- and octakis (13,17-dioxa nonacosane-15-sulfanyl) phthalocyanines. Mol. Cryst. Liq. Cryst. 338 (2000) 75-97
    • (2000) Mol. Cryst. Liq. Cryst. , vol.338 , pp. 75-97
    • Gurek, A.G.1    Ahsen, V.2    Heinemann, F.3    Zugenmaier, P.4
  • 34
    • 9444222028 scopus 로고    scopus 로고
    • River stage forecasting with particle swarm optimization
    • Chau K.W. River stage forecasting with particle swarm optimization. Lect. Notes Comput. Sci. 3029 (2004) 1166-1173
    • (2004) Lect. Notes Comput. Sci. , vol.3029 , pp. 1166-1173
    • Chau, K.W.1
  • 35
    • 33646203024 scopus 로고    scopus 로고
    • ® Documentation, Version 6.5, Release 13, The MathWorks Inc., 2002.
  • 36
    • 23144448840 scopus 로고    scopus 로고
    • Performance of the Levenberg-Marquard neural network training method in electronic nose application
    • Kermani B.G., Schiffman S.S., and Nagle H.T. Performance of the Levenberg-Marquard neural network training method in electronic nose application. Sens. Actuators B 110 (2005) 13-22
    • (2005) Sens. Actuators B , vol.110 , pp. 13-22
    • Kermani, B.G.1    Schiffman, S.S.2    Nagle, H.T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.