메뉴 건너뛰기




Volumn 55, Issue , 2013, Pages 26-33

A novel fuzzy inference system for predicting roof fall rate in underground coal mines

Author keywords

ANN; FIS; MVR; Roof fall rate; Underground coal mines

Indexed keywords

ANN; FIS; MVR; ROOF FALL; UNDERGROUND COAL MINE;

EID: 84873119843     PISSN: 09257535     EISSN: 18791042     Source Type: Journal    
DOI: 10.1016/j.ssci.2012.11.008     Document Type: Article
Times cited : (54)

References (46)
  • 2
    • 84859616622 scopus 로고    scopus 로고
    • Sustainable supplier selection: a ranking model based on fuzzy inference system
    • Amindoust A., Ahmed Sh., Saghafinia A., Bahreininejad A. Sustainable supplier selection: a ranking model based on fuzzy inference system. Applied Soft Computing 2012, 12(6):1668-1677.
    • (2012) Applied Soft Computing , vol.12 , Issue.6 , pp. 1668-1677
    • Amindoust, A.1    Ahmed, S.2    Saghafinia, A.3    Bahreininejad, A.4
  • 3
    • 77649231234 scopus 로고    scopus 로고
    • Using fuzzy inference system for architectural space analysis
    • Arabacioglu B.C. Using fuzzy inference system for architectural space analysis. Applied Soft Computing 2010, 10:926-937.
    • (2010) Applied Soft Computing , vol.10 , pp. 926-937
    • Arabacioglu, B.C.1
  • 4
    • 76649085200 scopus 로고    scopus 로고
    • A hybrid ARIMA and neural network model for short-term price forecasting in deregulated market
    • Areekul P., Senjyu T., Toyama H., Yona A. A hybrid ARIMA and neural network model for short-term price forecasting in deregulated market. IEEE Transactions on Power Systems 2010, 25(1):524-530.
    • (2010) IEEE Transactions on Power Systems , vol.25 , Issue.1 , pp. 524-530
    • Areekul, P.1    Senjyu, T.2    Toyama, H.3    Yona, A.4
  • 6
    • 77957828065 scopus 로고    scopus 로고
    • Fuzzy classification of roof fall predictors in microseismic monitoring
    • Bertoncini C.A., Hinders M.K. Fuzzy classification of roof fall predictors in microseismic monitoring. Measurement 2010, 43:1690-1701.
    • (2010) Measurement , vol.43 , pp. 1690-1701
    • Bertoncini, C.A.1    Hinders, M.K.2
  • 7
    • 84974743850 scopus 로고
    • Fuzzy model identification based on cluster estimation
    • Chiu S.L. Fuzzy model identification based on cluster estimation. Journal of Intelligent Information Systems 1994, 2:267-278.
    • (1994) Journal of Intelligent Information Systems , vol.2 , pp. 267-278
    • Chiu, S.L.1
  • 8
  • 9
    • 84873134553 scopus 로고    scopus 로고
    • Design of primary roof support system in U.S. coal mines based on the analysis of roof fall rates
    • Aachen, Germany, Martens-PN ed., Druckerei Mainz GmbH
    • Dolinar, D., Mark, C., Molinda, G., 2001. Design of primary roof support system in U.S. coal mines based on the analysis of roof fall rates. In: Proceedings of Fourth International Symposium on Roof Bolting in Mining, Aachen, Germany, Martens-PN ed., Druckerei Mainz GmbH, pp. 235-252.
    • (2001) Proceedings of Fourth International Symposium on Roof Bolting in Mining , pp. 235-252
    • Dolinar, D.1    Mark, C.2    Molinda, G.3
  • 10
    • 34548482727 scopus 로고    scopus 로고
    • Application of evolving Takagi-Sugeno fuzzy model to nonlinear systems
    • Du H., Zhang N. Application of evolving Takagi-Sugeno fuzzy model to nonlinear systems. Applied Soft Computing 2008, 8:676-686.
    • (2008) Applied Soft Computing , vol.8 , pp. 676-686
    • Du, H.1    Zhang, N.2
  • 11
    • 26944467103 scopus 로고    scopus 로고
    • Analysis of roof fall hazards and risk assessment for Zonguldak coal basin underground mines
    • Duzgun H.S.B. Analysis of roof fall hazards and risk assessment for Zonguldak coal basin underground mines. International Journal of Coal Geology 2005, 64:104-115.
    • (2005) International Journal of Coal Geology , vol.64 , pp. 104-115
    • Duzgun, H.S.B.1
  • 12
    • 0142026133 scopus 로고    scopus 로고
    • Assessment and management of roof fall risks in underground coal mines
    • Duzgun H.S.B., Einstein H.H. Assessment and management of roof fall risks in underground coal mines. Safety Science 2004, 42:23-41.
    • (2004) Safety Science , vol.42 , pp. 23-41
    • Duzgun, H.S.B.1    Einstein, H.H.2
  • 14
    • 84873160002 scopus 로고    scopus 로고
    • Effects of Mining height on Injury Rates in U.S. Underground Nonlongwall Bituminous Coal Mines. NIOSH, IC 9447.
    • Fotta, B., Mallett, L.G., 1997. Effects of Mining height on Injury Rates in U.S. Underground Nonlongwall Bituminous Coal Mines. NIOSH, IC 9447.
    • (1997)
    • Fotta, B.1    Mallett, L.G.2
  • 16
    • 84878016493 scopus 로고    scopus 로고
    • Application of fuzzy logic for predicting roof fall rate in coal mines
    • Ghasemi E., Ataei M. Application of fuzzy logic for predicting roof fall rate in coal mines. Neural Computing and Applications 2012, 10.1007/s00521-012-0819-3.
    • (2012) Neural Computing and Applications
    • Ghasemi, E.1    Ataei, M.2
  • 19
    • 78751608738 scopus 로고    scopus 로고
    • A novel hybridization of artificial neural networks and ARIMA models for time series forecasting
    • Khashei M., Bijari M. A novel hybridization of artificial neural networks and ARIMA models for time series forecasting. Applied Soft Computing 2011, 11(2):2664-2675.
    • (2011) Applied Soft Computing , vol.11 , Issue.2 , pp. 2664-2675
    • Khashei, M.1    Bijari, M.2
  • 20
    • 77957847864 scopus 로고    scopus 로고
    • A fuzzy-evidential hybrid inference engine for coronary heart disease risk assessment
    • Khatibi V., Montazer G.A. A fuzzy-evidential hybrid inference engine for coronary heart disease risk assessment. Expert System with Application 2010, 37:8536-8542.
    • (2010) Expert System with Application , vol.37 , pp. 8536-8542
    • Khatibi, V.1    Montazer, G.A.2
  • 21
    • 79956352538 scopus 로고    scopus 로고
    • Comparison of three artificial intelligence techniques for discharge routing
    • Khatibi R., Ghorbani M.A., Kashani M.H., Kisi O. Comparison of three artificial intelligence techniques for discharge routing. Journal of Hydrology 2011, 403:201-212.
    • (2011) Journal of Hydrology , vol.403 , pp. 201-212
    • Khatibi, R.1    Ghorbani, M.A.2    Kashani, M.H.3    Kisi, O.4
  • 22
    • 84873103288 scopus 로고
    • Roof Rock Stability Tests and Powerd Support Selection Systems for Longwalls; State-of-the-Art Report, USDI/CMI Joint Research Project No. 14-01-0001-1450, Rep. No. 2.
    • Kidybinski, A., 1977. Roof Rock Stability Tests and Powerd Support Selection Systems for Longwalls; State-of-the-Art Report, USDI/CMI Joint Research Project No. 14-01-0001-1450, Rep. No. 2.
    • (1977)
    • Kidybinski, A.1
  • 24
    • 78649443781 scopus 로고    scopus 로고
    • A fuzzy inference-based approach for building damage risk assessment on mining terrains
    • Malinowska A. A fuzzy inference-based approach for building damage risk assessment on mining terrains. Engineering Structures 2011, 33:163-170.
    • (2011) Engineering Structures , vol.33 , pp. 163-170
    • Malinowska, A.1
  • 25
    • 33644673780 scopus 로고    scopus 로고
    • Analysis of district heating network monitoring by neural networks classification
    • Malinowski P., Ziembicki P. Analysis of district heating network monitoring by neural networks classification. Journal of Civil Engineering and Management 2006, 12(1):21-28.
    • (2006) Journal of Civil Engineering and Management , vol.12 , Issue.1 , pp. 21-28
    • Malinowski, P.1    Ziembicki, P.2
  • 26
    • 0032982558 scopus 로고    scopus 로고
    • Application of the Coal Mine Roof Rating (CMRR) to extended cuts
    • Mark C. Application of the Coal Mine Roof Rating (CMRR) to extended cuts. Mining Engineering 1999, 52-56.
    • (1999) Mining Engineering , pp. 52-56
    • Mark, C.1
  • 28
    • 84873201620 scopus 로고
    • The Coal Mine Roof Rating (CMRR)-A Practical Rock Mass Classification for coal mines. USBM IC 9387
    • Molinda, G., Mark, C., 1994. The Coal Mine Roof Rating (CMRR)-A Practical Rock Mass Classification for coal mines. USBM IC 9387, 83pp.
    • (1994) , pp. 83
    • Molinda, G.1    Mark, C.2
  • 30
    • 0013412184 scopus 로고    scopus 로고
    • Assessing coal mine roof stability through roof fall analysis
    • Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, NIOSH Publication No. 9453
    • Molinda, G.M., Mark, C., Dolinar, D., 2000. Assessing coal mine roof stability through roof fall analysis. In: Proceedings of the New Technology for Coal Mine Roof Support. US Department of Health and Human Services, Centers for Disease Control and Prevention, National Institute for Occupational Safety and Health, NIOSH Publication No. 9453, pp 53-72.
    • (2000) Proceedings of the New Technology for Coal Mine Roof Support. US Department of Health and Human Services , pp. 53-72
    • Molinda, G.M.1    Mark, C.2    Dolinar, D.3
  • 32
    • 0022837867 scopus 로고
    • Modified version of the Geomechanics Classification for Entry Design in Underground Coal Mines
    • Newman D.A., Bieniawski Z.T. Modified version of the Geomechanics Classification for Entry Design in Underground Coal Mines. Transactions of Society of Mining Engineering AIME 1986, 280:2134-2138.
    • (1986) Transactions of Society of Mining Engineering AIME , vol.280 , pp. 2134-2138
    • Newman, D.A.1    Bieniawski, Z.T.2
  • 33
    • 50349086115 scopus 로고    scopus 로고
    • Sensitivity analysis of support safety factor for predicting the effects of contributing parameters on roof falls in underground coal mines
    • Palei S.K., Das S.K. Sensitivity analysis of support safety factor for predicting the effects of contributing parameters on roof falls in underground coal mines. International Journal of Coal Geology 2008, 75:241-247.
    • (2008) International Journal of Coal Geology , vol.75 , pp. 241-247
    • Palei, S.K.1    Das, S.K.2
  • 34
    • 56949086320 scopus 로고    scopus 로고
    • Logistic regression model for prediction of roof fall risks in bord and pillar workings in coal mines: an approach
    • Palei S.K., Das S.K. Logistic regression model for prediction of roof fall risks in bord and pillar workings in coal mines: an approach. Safety Science 2009, 47:88-96.
    • (2009) Safety Science , vol.47 , pp. 88-96
    • Palei, S.K.1    Das, S.K.2
  • 35
    • 84857109706 scopus 로고    scopus 로고
    • Enabling fuzzy technologies in high performance networking via an open FPGA-based development platform
    • Pouzols F.M., Barros A.B., Lopez D.R., Sánchez-Solano S. Enabling fuzzy technologies in high performance networking via an open FPGA-based development platform. Applied Soft Computing 2012, 12:1440-1450.
    • (2012) Applied Soft Computing , vol.12 , pp. 1440-1450
    • Pouzols, F.M.1    Barros, A.B.2    Lopez, D.R.3    Sánchez-Solano, S.4
  • 37
    • 0031259688 scopus 로고    scopus 로고
    • Methods for combining the output of different rainfall-runoff models
    • Shamseldin A.Y., O'Connor K.M., Liang G.C. Methods for combining the output of different rainfall-runoff models. Journal of Hydrology 1997, 197:203-229.
    • (1997) Journal of Hydrology , vol.197 , pp. 203-229
    • Shamseldin, A.Y.1    O'Connor, K.M.2    Liang, G.C.3
  • 39
    • 46749116784 scopus 로고    scopus 로고
    • CHLfuzzy: a spreadsheet tool for the fuzzy modelling of chlorophyll concentrations in coastal lagoons
    • Sylaios G., Gitsakis N., Koutroumanidis T., Tsihrintzis V. CHLfuzzy: a spreadsheet tool for the fuzzy modelling of chlorophyll concentrations in coastal lagoons. Hydrobiologia 2008, 610:99-112.
    • (2008) Hydrobiologia , vol.610 , pp. 99-112
    • Sylaios, G.1    Gitsakis, N.2    Koutroumanidis, T.3    Tsihrintzis, V.4
  • 41
    • 79955610776 scopus 로고    scopus 로고
    • A fuzzy inference system-based criterion-referenced assessment model
    • Tay K.M., Lim Ch.P. A fuzzy inference system-based criterion-referenced assessment model. Expert System with Application 2011, 38:11129-11136.
    • (2011) Expert System with Application , vol.38 , pp. 11129-11136
    • Tay, K.M.1    Lim, C.2
  • 42
    • 84873180002 scopus 로고    scopus 로고
    • An empirical approach in prediction of the roof rock strength in underground coal mines
    • Coal Operators' Conference, The AusIMM Illawarra Branch
    • Torabi, S.R., Sereshki, F., Zare, M., Javanshir, M., 2008. An empirical approach in prediction of the roof rock strength in underground coal mines. Coal Operators' Conference, The AusIMM Illawarra Branch, pp. 132-136.
    • (2008) , pp. 132-136
    • Torabi, S.R.1    Sereshki, F.2    Zare, M.3    Javanshir, M.4
  • 44
    • 70449523078 scopus 로고    scopus 로고
    • Application of fuzzy inference system and nonlinear regression models for predicting rock brittleness
    • Yagiz S., Gokceoglu C. Application of fuzzy inference system and nonlinear regression models for predicting rock brittleness. Expert System with Application 2010, 37:2265-2272.
    • (2010) Expert System with Application , vol.37 , pp. 2265-2272
    • Yagiz, S.1    Gokceoglu, C.2
  • 46
    • 79151474442 scopus 로고    scopus 로고
    • Multiple regression, ANN (RBF, MLP) and ANFIS models for prediction of swell potential of clayey soils
    • Yilmaz I., Kaynar O. Multiple regression, ANN (RBF, MLP) and ANFIS models for prediction of swell potential of clayey soils. Expert Systems with Applications 2011, 38:5958-5966.
    • (2011) Expert Systems with Applications , vol.38 , pp. 5958-5966
    • Yilmaz, I.1    Kaynar, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.