메뉴 건너뛰기




Volumn 38, Issue 3, 2011, Pages 2271-2282

Prediction of spontaneous heating susceptibility of Indian coals using fuzzy logic and artificial neural network models

Author keywords

Artificial neural network; Coal; Crossing point temperature; Fuzzy expert system; Spontaneous heating; Sugeno model

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CROSSING POINT; FUZZY EXPERT SYSTEMS; SPONTANEOUS HEATING; SUGENO MODEL;

EID: 78049528389     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.08.015     Document Type: Article
Times cited : (40)

References (47)
  • 2
    • 4444359280 scopus 로고    scopus 로고
    • Special Indian ed New Delhi: IBH Publishing Co. Pvt. Ltd
    • Banerjee, S. C. (2000). Prevention and combating mine fires (Special Indian ed.; p. 77). New Delhi: IBH Publishing Co. Pvt. Ltd.
    • (2000) Prevention and Combating Mine Fires , pp. 77
    • Banerjee, S.C.1
  • 4
    • 0022766278 scopus 로고
    • A simplified model of spontaneous combustion in coal stockpiles
    • K. Brooks, and D. Glasser A simplified model of spontaneous combustion in coal stockpiles Fuel 65 1986 1035 1041
    • (1986) Fuel , vol.65 , pp. 1035-1041
    • Brooks, K.1    Glasser, D.2
  • 5
    • 0026940643 scopus 로고
    • Fuzzy fundamentals
    • E.A. Cox Fuzzy fundamentals IEEE Spectrum 29 1992 58 61
    • (1992) IEEE Spectrum , vol.29 , pp. 58-61
    • Cox, E.A.1
  • 6
    • 78049529709 scopus 로고    scopus 로고
    • Forecasting of self heating of coal in underground workings
    • South African Institute of Mining and Metallurgy
    • Cygankiewicz, J. (2003). Forecasting of self heating of coal in underground workings. In 30th international conference of safety in Mines Research Institutes (pp. 493-502). South African Institute of Mining and Metallurgy.
    • (2003) 30th International Conference of Safety in Mines Research Institutes , pp. 493-502
    • Cygankiewicz, J.1
  • 7
    • 0024001698 scopus 로고
    • Developing a spontaneous combustion risk index for Turkish coal mines-Preliminary studies
    • V. Didari Developing a spontaneous combustion risk index for Turkish coal mines-Preliminary studies Journal of Mines, Metals and Fuels May 1988 211 215
    • (1988) Journal of Mines, Metals and Fuels , Issue.MAY , pp. 211-215
    • Didari, V.1
  • 9
    • 58349119356 scopus 로고    scopus 로고
    • Fuzzy logic approach to conventional rubble mould structures design
    • T. Erdik Fuzzy logic approach to conventional rubble mould structures design Expert Systems with Applications 36 2009 4162 4170
    • (2009) Expert Systems with Applications , vol.36 , pp. 4162-4170
    • Erdik, T.1
  • 10
  • 11
    • 0024702577 scopus 로고
    • The self-heating liability of coal: Prediction based on composite indices
    • M.J. Gouws, and L. Wade The self-heating liability of coal: Prediction based on composite indices Mining Science and Technology 9 1989 81 85
    • (1989) Mining Science and Technology , vol.9 , pp. 81-85
    • Gouws, M.J.1    Wade, L.2
  • 20
    • 0003405909 scopus 로고
    • ICCP (International Committee for Coal and Organic Petrology) (2nd ed.). Paris: CNRS
    • ICCP (International Committee for Coal and Organic Petrology) (1971). International handbook of coal petrology (2nd ed.). Paris: CNRS.
    • (1971) International Handbook of Coal Petrology
  • 21
    • 0344619219 scopus 로고
    • ICCP (International Committee for Coal and Organic Petrology) Paris: CNRS
    • ICCP (International Committee for Coal and Organic Petrology) (1994). Vitrinite classification. Paris: CNRS.
    • (1994) Vitrinite Classification
  • 22
    • 19944373431 scopus 로고    scopus 로고
    • Analysis of the electrical properties of PZT by a BP artificial neural network
    • Ci. Kai, X. Juntao, L. Longtu, and G. Zhilun Analysis of the electrical properties of PZT by a BP artificial neural network Computational Materials Science 34 2005 166 172
    • (2005) Computational Materials Science , vol.34 , pp. 166-172
    • Kai, C.1    Juntao, X.2    Longtu, L.3    Zhilun, G.4
  • 23
    • 0003185014 scopus 로고    scopus 로고
    • Low-temperature oxidation of coal. 3. Modelling spontaneous combustion in coal stockpiles
    • S. Krishnaswamy, P.K. Agarwal, and R.D. Gunn Low-temperature oxidation of coal. 3. Modelling spontaneous combustion in coal stockpiles Fuel 75 3 1996 353 361
    • (1996) Fuel , vol.75 , Issue.3 , pp. 353-361
    • Krishnaswamy, S.1    Agarwal, P.K.2    Gunn, R.D.3
  • 24
    • 0022108544 scopus 로고
    • Fire risk rating of coal mines due to spontaneous heating
    • V. Mahadevan, and M.A. Ramlu Fire risk rating of coal mines due to spontaneous heating Journal of Mines, Metals and Fuels August 1985 357 362
    • (1985) Journal of Mines, Metals and Fuels , Issue.AUGUST , pp. 357-362
    • Mahadevan, V.1    Ramlu, M.A.2
  • 26
    • 0029270928 scopus 로고
    • Fuzzy logic systems for engineering: A tutorial
    • J.M. Mendel Fuzzy logic systems for engineering: A tutorial IEEE Proceedings 83 1995 345 377
    • (1995) IEEE Proceedings , vol.83 , pp. 345-377
    • Mendel, J.M.1
  • 27
    • 78049530339 scopus 로고    scopus 로고
    • Prediction of proneness to fire hazards in bituminous coals
    • R.K. Mukherjee, and A. Sarkar Prediction of proneness to fire hazards in bituminous coals Fuel Science and Technology 16 4 1997 123 125
    • (1997) Fuel Science and Technology , vol.16 , Issue.4 , pp. 123-125
    • Mukherjee, R.K.1    Sarkar, A.2
  • 29
    • 67349263822 scopus 로고    scopus 로고
    • Comparison of artificial neural network and fuzzy logic models for prediction of long-term compressive strength of silica fume concrete
    • Ozcan, F.; Atis, C. D.; Karahan, O.; Uncuoglu, E.; & Tanyildizi, H. (2009). Comparison of artificial neural network and fuzzy logic models for prediction of long-term compressive strength of silica fume concrete. Advances in Engineering Software. doi:10.1016/j.advengsoft.2009.01.005.
    • (2009) Advances in Engineering Software
    • Ozcan, F.1    Atis, C.D.2    Karahan, O.3    Uncuoglu, E.4    Tanyildizi, H.5
  • 30
    • 70449531546 scopus 로고    scopus 로고
    • An investigation into spontaneous combustion characteristics of coals using differential thermal analysis
    • Krakow, Poland
    • Panigrahi, D. C.; & Saxena, V. K. (2001). An investigation into spontaneous combustion characteristics of coals using differential thermal analysis. In Proceedings of the 7th international mine ventilation congress, Krakow, Poland (pp. 495-500).
    • (2001) Proceedings of the 7th International Mine Ventilation Congress , pp. 495-500
    • Panigrahi, D.C.1    Saxena, V.K.2
  • 31
    • 4444280400 scopus 로고    scopus 로고
    • A comparative study of wet oxidation method and crossing point temperature method for determining the susceptibility of Indian coals to spontaneous heating
    • Calcutta, India, December
    • Panigrahi, D. C.; Udaybhanu, G.; & Ojha, A. (1996). A comparative study of wet oxidation method and crossing point temperature method for determining the susceptibility of Indian coals to spontaneous heating. In Proceedings of the seminar on prevention and control of mine and industrial fires-Trends and challenges, Calcutta, India, December (pp. 101-107).
    • (1996) Proceedings of the Seminar on Prevention and Control of Mine and Industrial Fires-Trends and Challenges , pp. 101-107
    • Panigrahi, D.C.1    Udaybhanu, G.2    Ojha, A.3
  • 32
    • 8144221584 scopus 로고    scopus 로고
    • Classification of coal seams with respect to their spontaneous heating susceptibility-A neural network approach
    • Kluwer Academic Publishers
    • D.C. Panigrahi, and H.B. Sahu (pp. 457-476) Classification of coal seams with respect to their spontaneous heating susceptibility-A neural network approach Geotechnical and geological engineering Vol. 22 2004 Kluwer Academic Publishers
    • (2004) Geotechnical and Geological Engineering , vol.22
    • Panigrahi, D.C.1    Sahu, H.B.2
  • 35
    • 0028546546 scopus 로고
    • A computerised system for the study of the spontaneous combustion of coal
    • T.X. Ren, and M.J. Richards A computerised system for the study of the spontaneous combustion of coal The Mining Engineer November 1994 121 127
    • (1994) The Mining Engineer , Issue.NOVEMBER , pp. 121-127
    • Ren, T.X.1    Richards, M.J.2
  • 36
    • 67349204070 scopus 로고    scopus 로고
    • Coupling a mathematical and a fuzzy logic-based model for prediction of zinc ions separation from wastewater using electrodialysis
    • Sadrzadeh, M.; Ghadimi, A.; & Mohammadi, T. (2009). Coupling a mathematical and a fuzzy logic-based model for prediction of zinc ions separation from wastewater using electrodialysis. Chemical Engineering Journal. doi:10.1016/j.cej.2009.03.003.
    • (2009) Chemical Engineering Journal
    • Sadrzadeh, M.1    Ghadimi, A.2    Mohammadi, T.3
  • 37
    • 50549099668 scopus 로고    scopus 로고
    • Modelling of spontaneous combustion in underground coal mines: Application to a gassy longwall panel
    • New Delhi, India
    • Saghafi, A.; & Carras, J. N. (1997). Modelling of spontaneous combustion in underground coal mines: Application to a gassy longwall panel. In Proceedings of the 27th international conference of safety in mines, New Delhi, India (Vol. II, pp. 1207-1214).
    • (1997) Proceedings of the 27th International Conference of Safety in Mines , vol.2 , pp. 1207-1214
    • Saghafi, A.1    Carras, J.N.2
  • 38
    • 0022097888 scopus 로고
    • A model for the spontaneous heating of coal
    • D. Schmal, H. Duyzer, and J.W. Van Heuven A model for the spontaneous heating of coal Fuel 64 1985 963 972 July
    • (1985) Fuel , vol.64 , pp. 963-972
    • Schmal, D.1    Duyzer, H.2    Van Heuven, J.W.3
  • 39
    • 0034292061 scopus 로고    scopus 로고
    • A research on the tendency of Ermenek district coals to spontaneous combustion
    • C. Sensogut, and I. Cinar A research on the tendency of Ermenek district coals to spontaneous combustion Mineral Resources Engineering 9 4 2000 421 427
    • (2000) Mineral Resources Engineering , vol.9 , Issue.4 , pp. 421-427
    • Sensogut, C.1    Cinar, I.2
  • 40
    • 0023104395 scopus 로고
    • Statistical appraisal of intrinsic factors affecting spontaneous combustion of coal
    • R.N. Singh, and S. Demirbilek Statistical appraisal of intrinsic factors affecting spontaneous combustion of coal Mining Science and Technology 4 1987 155 165
    • (1987) Mining Science and Technology , vol.4 , pp. 155-165
    • Singh, R.N.1    Demirbilek, S.2
  • 43
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modeling and control
    • T. Takagi, and M. Sugeno Fuzzy identification of systems and its application to modeling and control IEEE Transactions on Systems Man and Cybernetics 15 1985 116 132
    • (1985) IEEE Transactions on Systems Man and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 44
    • 57649243673 scopus 로고    scopus 로고
    • Fuzzy logic model for the prediction of bond strength of high-strength lightweight concrete
    • H. Tanyildizi Fuzzy logic model for the prediction of bond strength of high-strength lightweight concrete Advances in Engineering Software 40 2009 161 169
    • (2009) Advances in Engineering Software , vol.40 , pp. 161-169
    • Tanyildizi, H.1
  • 45
    • 78049527274 scopus 로고    scopus 로고
    • Installation for evaluation of spontaneous combustion tendency of solid fuels and materials in the adiabatic conditions
    • Krakow, Poland
    • Zahariev, Z.; Christov, Ch.; Krougliy, V.; & Batchvarov, D. (2001). Installation for evaluation of spontaneous combustion tendency of solid fuels and materials in the adiabatic conditions. In Proceedings of the 7th international mine ventilation congress, Krakow, Poland (pp. 505-507).
    • (2001) Proceedings of the 7th International Mine Ventilation Congress , pp. 505-507
    • Zahariev, Z.1    Christov, Ch.2    Krougliy, V.3    Batchvarov, D.4
  • 47
    • 0016949867 scopus 로고
    • Fuzzy-algorithm approach to the definition of complex or imprecise concept
    • L.A.A. Zadeh Fuzzy-algorithm approach to the definition of complex or imprecise concept International Journal of Man-Machine Studies 8 1976 249 291
    • (1976) International Journal of Man-Machine Studies , vol.8 , pp. 249-291
    • Zadeh, L.A.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.