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Volumn 90, Issue 1, 2011, Pages 339-347

Classification of Indian power coals using K-means clustering and Self Organizing Map neural network

Author keywords

Coal classification; Indian power coals; K means clustering; Self Organizing Map

Indexed keywords

APPLICATION-SPECIFIC; CLASSIFICATION RESULTS; COAL CLASSIFICATION; COAL SAMPLE; DESCRIPTORS; GEOGRAPHICAL ORIGINS; GRADING SYSTEM; HEAT VALUE; INDIAN POWER COALS; K-MEANS; K-MEANS CLUSTERING; NON-COKING COALS; SELF-ORGANIZING MAP NEURAL NETWORK; THERMAL POWER STATIONS; UNSUPERVISED CLUSTERING TECHNIQUE; VOLATILE MATTERS;

EID: 78449307665     PISSN: 00162361     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fuel.2010.09.012     Document Type: Article
Times cited : (39)

References (30)
  • 1
    • 34247334621 scopus 로고    scopus 로고
    • EIA US Energy Information Administration; February 2004
    • EIA. India: Environmental Issues. US Energy Information Administration; February 2004. < www.eia.doe.gov/emeu/cabs/indiaenv.html >.
    • India: Environmental Issues
  • 2
    • 0346734308 scopus 로고    scopus 로고
    • Environmental impact of coal industry and thermal power plants in India
    • U.C. Mishra Environmental impact of coal industry and thermal power plants in India J Environ Radioactiv 72 2004 35 40
    • (2004) J Environ Radioactiv , vol.72 , pp. 35-40
    • Mishra, U.C.1
  • 3
    • 78449304161 scopus 로고    scopus 로고
    • EIA US Energy Information Administration, Washington, DC; 2005a, table posted June 13 (production)
    • EIA. Data obtained from International Energy Annual 2003. US Energy Information Administration, Washington, DC; 2005a, table posted June 13, 2005. < http://www.eia.doe.gov/pub/international/iealf/table25.xls > (production).
    • (2005) Data Obtained from International Energy Annual 2003
  • 4
    • 78449304161 scopus 로고    scopus 로고
    • EIA US Energy Information Administration, Washington, DC; 2005b, table posted June 13 (reserves)
    • EIA. Data obtained from International Energy Annual 2003. US Energy Information Administration, Washington, DC; 2005b, table posted June 13, 2005. < http://www.eia.doe.gov/pub/international/iea2003/table82.xls > (reserves).
    • (2005) Data Obtained from International Energy Annual 2003
  • 5
    • 0039995879 scopus 로고
    • A viewpoint in coking coal classification
    • N. Majumdar, and R. Saran A viewpoint in coking coal classification Fuel Sci Technol 6 1987 119 124
    • (1987) Fuel Sci Technol , vol.6 , pp. 119-124
    • Majumdar, N.1    Saran, R.2
  • 6
    • 78449289264 scopus 로고
    • Studies on classifying Indian coals, Part 1I. A new system for grading and pricing
    • S.G. Tumuluri, K.Y. Srikhande, S.K. Rao, and R. Haque Studies on classifying Indian coals, Part 1I. A new system for grading and pricing Fuel Sci Technol 4 1985 105 114
    • (1985) Fuel Sci Technol , vol.4 , pp. 105-114
    • Tumuluri, S.G.1    Srikhande, K.Y.2    Rao, S.K.3    Haque, R.4
  • 7
    • 37949021319 scopus 로고
    • Coal resources of India - Its formation, distribution and utilization
    • A.K. Mukherji, C.N. Chatterjee, and S. Ghose Coal resources of India - its formation, distribution and utilization Fuel Sci Technol 1 1982 19 34
    • (1982) Fuel Sci Technol , vol.1 , pp. 19-34
    • Mukherji, A.K.1    Chatterjee, C.N.2    Ghose, S.3
  • 8
    • 0041183131 scopus 로고
    • Studies on classifying Indian coals Part I. A new classification system
    • S.G. Tumuluri, and K.Y. Srikhande Studies on classifying Indian coals Part I. A new classification system Fuel Sci Technol 4 1985 57 60
    • (1985) Fuel Sci Technol , vol.4 , pp. 57-60
    • Tumuluri, S.G.1    Srikhande, K.Y.2
  • 10
    • 78449272483 scopus 로고    scopus 로고
    • Government of India, Ministry of Energy, New Delhi, India; January 1984
    • Gazett Notification. Grading and pricing of coal. Government of India, Ministry of Energy, New Delhi, India; January 1984.
    • Gazett Notification. Grading and Pricing of Coal
  • 12
    • 0037333103 scopus 로고    scopus 로고
    • Optimal use of coal for power generation in India
    • R. Mathur, S. Chand, and T. Texuka Optimal use of coal for power generation in India Energy Policy 31 2003 319 331
    • (2003) Energy Policy , vol.31 , pp. 319-331
    • Mathur, R.1    Chand, S.2    Texuka, T.3
  • 13
    • 0004178335 scopus 로고    scopus 로고
    • Arabie P, Hubert LJ, De Soete G, editors Singapore: World Scientific Publishing
    • Arabie P, Hubert LJ, De Soete G, editors. Clustering and classification, River Edge. Singapore: World Scientific Publishing; 1996.
    • (1996) Clustering and Classification, River Edge
  • 16
    • 0033117357 scopus 로고    scopus 로고
    • On finding the number of clusters
    • R. Kothari, and D. Pitts On finding the number of clusters Pattern Recognit Lett 20 1999 405 416
    • (1999) Pattern Recognit Lett , vol.20 , pp. 405-416
    • Kothari, R.1    Pitts, D.2
  • 17
    • 0033715579 scopus 로고    scopus 로고
    • Genetic algorithm based clustering technique
    • U. Maulik, and S. Bandyopadhyay Genetic algorithm based clustering technique Pattern Recognit Lett 33 2000 455 1465
    • (2000) Pattern Recognit Lett , vol.33 , pp. 455-1465
    • Maulik, U.1    Bandyopadhyay, S.2
  • 19
    • 0031611110 scopus 로고    scopus 로고
    • Application of Kohonen neural networks in classification of biologically active compounds
    • D.B. Kirew, J.R. Chretien, P. Bernard, and F. Ros Application of Kohonen neural networks in classification of biologically active compounds SAR QSAR Environ Res 8 1-2 1998 93 107
    • (1998) SAR QSAR Environ Res , vol.8 , Issue.12 , pp. 93-107
    • Kirew, D.B.1    Chretien, J.R.2    Bernard, P.3    Ros, F.4
  • 23
    • 0031076764 scopus 로고    scopus 로고
    • A graphical self organizing approach to classifying electronic meeting output
    • R.E. Orwig, H. Chen, and J.F. Nunamaker A graphical self organizing approach to classifying electronic meeting output J Am Soc Inf Sci 48 2 1997 157 170
    • (1997) J Am Soc Inf Sci , vol.48 , Issue.2 , pp. 157-170
    • Orwig, R.E.1    Chen, H.2    Nunamaker, J.F.3
  • 25
    • 0035442696 scopus 로고    scopus 로고
    • Classification of rainfall variability by using artificial neural networks
    • S.C. Michaelides, C.S. Pattichis, and G. Kleovoulou Classification of rainfall variability by using artificial neural networks Int J Climatol 21 2001 1401 1414
    • (2001) Int J Climatol , vol.21 , pp. 1401-1414
    • Michaelides, S.C.1    Pattichis, C.S.2    Kleovoulou, G.3
  • 26
    • 0036647110 scopus 로고    scopus 로고
    • Intra-seasonal rainfall characteristics and their importance to the seasonal prediction problem
    • W.T. Tennant, and B.C. Hewitson Intra-seasonal rainfall characteristics and their importance to the seasonal prediction problem Int J Climatol 22 2002 1033 1048
    • (2002) Int J Climatol , vol.22 , pp. 1033-1048
    • Tennant, W.T.1    Hewitson, B.C.2
  • 27
    • 0003166043 scopus 로고
    • The comparative ability of Self-organizing neural networks to define cluster structure
    • S.K. Chen, P. Mangimeli, and D. West The comparative ability of Self-organizing neural networks to define cluster structure Omega Int J Manage Sci 23 3 1995 271 279
    • (1995) Omega Int J Manage Sci , vol.23 , Issue.3 , pp. 271-279
    • Chen, S.K.1    Mangimeli, P.2    West, D.3
  • 28
    • 0030572617 scopus 로고    scopus 로고
    • A comparison of SOM neural network and hierarchical clustering methods
    • P. Mangiameli, S.K. Chen, and D. West A comparison of SOM neural network and hierarchical clustering methods Eur J Oper Res 93 1996 402 417
    • (1996) Eur J Oper Res , vol.93 , pp. 402-417
    • Mangiameli, P.1    Chen, S.K.2    West, D.3
  • 30
    • 0034817925 scopus 로고    scopus 로고
    • Circular/wrap-around self-organizing map networks: An empirical study in clustering and classification
    • M.Y. Kiang, U.R. Kulkarni, and R. St. Louis Circular/wrap-around self-organizing map networks: an empirical study in clustering and classification J Oper Res Soc 52 2004 93 101
    • (2004) J Oper Res Soc , vol.52 , pp. 93-101
    • Kiang, M.Y.1    Kulkarni, U.R.2    St. Louis, R.3


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