메뉴 건너뛰기




Volumn 33, Issue 11, 2008, Pages 2857-2867

Artificial neural networks and neuro-fuzzy inference systems as virtual sensors for hydrogen safety prediction

Author keywords

Adaptive neuro fuzzy inference systems; Hydrogen predictive models; Hydrogen safety prediction; Modeling hydrogen generator; Neural network prediction

Indexed keywords

FUZZY INFERENCE; HYDROGEN PRODUCTION; MATHEMATICAL MODELS; SAFETY FACTOR;

EID: 44449159725     PISSN: 03603199     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijhydene.2008.02.039     Document Type: Article
Times cited : (19)

References (30)
  • 1
    • 44449137184 scopus 로고    scopus 로고
    • Safety Standard for Hydrogen and Hydrogen Systems (NSS 1740.16), Office of Safety and Mission Insurance, NASA; 1997.
    • Safety Standard for Hydrogen and Hydrogen Systems (NSS 1740.16), Office of Safety and Mission Insurance, NASA; 1997.
  • 2
    • 0036083182 scopus 로고    scopus 로고
    • Model for calculating and optimizing gas flow rates in the hydrogen-permeable capillaries of permeators
    • Murav'ev L.L. Model for calculating and optimizing gas flow rates in the hydrogen-permeable capillaries of permeators. Theor Found Chem Eng 36 3 (2002) 235-240
    • (2002) Theor Found Chem Eng , vol.36 , Issue.3 , pp. 235-240
    • Murav'ev, L.L.1
  • 3
    • 44449102374 scopus 로고    scopus 로고
    • Sokolovskii VI, Makarov VM. Improving permeators for producing ultra-pure hydrogen. Khim Neft Mashinostr 1998; (6): P3.
    • Sokolovskii VI, Makarov VM. Improving permeators for producing ultra-pure hydrogen. Khim Neft Mashinostr 1998; (6): P3.
  • 4
    • 0032672138 scopus 로고    scopus 로고
    • Safety assessment of hydrogen disposal on vents and flare stacks at high flow rates
    • Bernard P., Mustafa V., and Hay D.R. Safety assessment of hydrogen disposal on vents and flare stacks at high flow rates. Int J Hydrogen Energy 24 (1999) 489-495
    • (1999) Int J Hydrogen Energy , vol.24 , pp. 489-495
    • Bernard, P.1    Mustafa, V.2    Hay, D.R.3
  • 6
    • 44449150777 scopus 로고    scopus 로고
    • Karri V. Design and development of hydrogen laboratory, vols. 1-3. University of Tasmania research report; 2004.
    • Karri V. Design and development of hydrogen laboratory, vols. 1-3. University of Tasmania research report; 2004.
  • 7
    • 0034128977 scopus 로고    scopus 로고
    • Ultrasonic and resistive hydrogen sensors for inert gas-water vapor atmospheres
    • Lomperski S., Anselmi M., and Huhtiniemi I. Ultrasonic and resistive hydrogen sensors for inert gas-water vapor atmospheres. Meas Sci Technol 11 (2000) 518-525
    • (2000) Meas Sci Technol , vol.11 , pp. 518-525
    • Lomperski, S.1    Anselmi, M.2    Huhtiniemi, I.3
  • 8
    • 0028448723 scopus 로고
    • Artificial neural networks in manufacturing: concepts, applications and perspectives
    • Huang S.H., and Zhang H.C. Artificial neural networks in manufacturing: concepts, applications and perspectives. IEEE Trans Components Packaging Manuf Technol A 17 2 (1994) 212-228
    • (1994) IEEE Trans Components Packaging Manuf Technol A , vol.17 , Issue.2 , pp. 212-228
    • Huang, S.H.1    Zhang, H.C.2
  • 12
    • 44449111445 scopus 로고    scopus 로고
    • Caudill M, Butler C. Understanding neural networks-computer explorations. Vol. 1: basic networks. Massachusetts Institute of Technology; 1992.
    • Caudill M, Butler C. Understanding neural networks-computer explorations. Vol. 1: basic networks. Massachusetts Institute of Technology; 1992.
  • 13
    • 44449110796 scopus 로고    scopus 로고
    • Karri V, Frost F. Need for optimisation techniques to select neural network algorithms for process modelling of reduction cell. In: Proceedings of the international conference on artificial intelligence in science and technology (AISAT), Hobart, TAS, Australia, December 2000. p. 134-40.
    • Karri V, Frost F. Need for optimisation techniques to select neural network algorithms for process modelling of reduction cell. In: Proceedings of the international conference on artificial intelligence in science and technology (AISAT), Hobart, TAS, Australia, December 2000. p. 134-40.
  • 14
    • 44449166829 scopus 로고    scopus 로고
    • Alippi C, De Russis C, Piuri V. A fine control of the air-to-fuel ratio with recurrent neural networks. In: Instrumentation and measurement technology conference, IEEE; 1988.
    • Alippi C, De Russis C, Piuri V. A fine control of the air-to-fuel ratio with recurrent neural networks. In: Instrumentation and measurement technology conference, IEEE; 1988.
  • 15
    • 44449121537 scopus 로고    scopus 로고
    • Lippman RP. An introduction to computing with neural nets. Institute of Electrical and Electronic Engineers ASSP Magazine; April 1987.
    • Lippman RP. An introduction to computing with neural nets. Institute of Electrical and Electronic Engineers ASSP Magazine; April 1987.
  • 16
    • 0028466085 scopus 로고
    • Theoretical analysis and evaluation of the operating data of a bipolar water electrolyzer
    • Divisek J., Steffen B., and Schmitz H. Theoretical analysis and evaluation of the operating data of a bipolar water electrolyzer. Int J Hydrogen Energy 19 7 (1994) 579-586
    • (1994) Int J Hydrogen Energy , vol.19 , Issue.7 , pp. 579-586
    • Divisek, J.1    Steffen, B.2    Schmitz, H.3
  • 18
    • 44449097857 scopus 로고    scopus 로고
    • Steffen B. Calculation of potential field and heat distribution in a bipolar electrolyser. In: Proceedings of the second IEA technical workshop on hydrogen production, Julich, 4-6 September 1991.
    • Steffen B. Calculation of potential field and heat distribution in a bipolar electrolyser. In: Proceedings of the second IEA technical workshop on hydrogen production, Julich, 4-6 September 1991.
  • 21
    • 0031281840 scopus 로고    scopus 로고
    • Electrolyser-based energy management: a means for optimising the exploitation of variable renewable-energy resources in stand-alone applications
    • Crocket R.G.M., Newborough M., and Highgate D.J. Electrolyser-based energy management: a means for optimising the exploitation of variable renewable-energy resources in stand-alone applications. Sol Energy 61 5 (1997) 293-302
    • (1997) Sol Energy , vol.61 , Issue.5 , pp. 293-302
    • Crocket, R.G.M.1    Newborough, M.2    Highgate, D.J.3
  • 22
    • 44449092221 scopus 로고    scopus 로고
    • Appleby AJ, Yaeger EB. Solid polymer electrolyte fuel cells (SPEFCs). In: Energy conference, vol. 1. Oxford: Pergamon; 1990. p. 217-36.
    • Appleby AJ, Yaeger EB. Solid polymer electrolyte fuel cells (SPEFCs). In: Energy conference, vol. 1. Oxford: Pergamon; 1990. p. 217-36.
  • 23
    • 0025555390 scopus 로고
    • Technology assessment of advanced electrolytic hydrogen production
    • Dutta S. Technology assessment of advanced electrolytic hydrogen production. Int J Hydrogen Energy 15 6 (1990) 379-386
    • (1990) Int J Hydrogen Energy , vol.15 , Issue.6 , pp. 379-386
    • Dutta, S.1
  • 24
    • 0037207612 scopus 로고    scopus 로고
    • Modeling of advanced alkaline electrolyzers: a system simulation approach
    • Oystein U. Modeling of advanced alkaline electrolyzers: a system simulation approach. Int J Hydrogen Energy 28 (2003) 21-33
    • (2003) Int J Hydrogen Energy , vol.28 , pp. 21-33
    • Oystein, U.1
  • 25
    • 44449094291 scopus 로고    scopus 로고
    • MATLAB neural network tool box and ANFIS. MATLAB Inc.; 2001.
    • MATLAB neural network tool box and ANFIS. MATLAB Inc.; 2001.
  • 27
    • 44449090706 scopus 로고    scopus 로고
    • Australian Standard 2430.1-1987. Classification of hazardous areas-part 1: explosive gas atmospheres.
    • Australian Standard 2430.1-1987. Classification of hazardous areas-part 1: explosive gas atmospheres.
  • 28
    • 44449109789 scopus 로고    scopus 로고
    • Hogen 40 series 2 hydrogen generator. Installation & operation instructions.
    • Hogen 40 series 2 hydrogen generator. Installation & operation instructions.
  • 29
    • 44449117136 scopus 로고    scopus 로고
    • Petersen MG. Installation of a hydrogen generator. University of Tasmania research report; 2004.
    • Petersen MG. Installation of a hydrogen generator. University of Tasmania research report; 2004.
  • 30
    • 44449124340 scopus 로고    scopus 로고
    • Robert A. Richards, Application of Multiple Artificial Intelligence Techniques for an Aircraft Carrier Landing Decision Support Tool, Stottier Henke Associates, Inc. (SHAI), January 15, 2005.
    • Robert A. Richards, Application of Multiple Artificial Intelligence Techniques for an Aircraft Carrier Landing Decision Support Tool, Stottier Henke Associates, Inc. (SHAI), January 15, 2005.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.