메뉴 건너뛰기




Volumn 89, Issue 5, 2010, Pages 1101-1109

Prediction of macerals contents of Indian coals from proximate and ultimate analyses using artificial neural networks

Author keywords

Artificial neural network (ANN); Macerals; Multi variate regression analysis (MVRA); Proximate analysis; Ultimate analysis

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COALFIELDS; COEFFICIENT OF DETERMINATION; CONCENTRATION OF; DATA SETS; IN-DEPTH STUDY; MACERALS; MEAN ABSOLUTE PERCENTAGE ERROR; PROXIMATE ANALYSIS; SOURCE OF ENERGY; TRAINING AND TESTING; ULTIMATE ANALYSIS;

EID: 77349119394     PISSN: 00162361     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fuel.2009.11.028     Document Type: Article
Times cited : (48)

References (24)
  • 1
    • 57649240261 scopus 로고    scopus 로고
    • Assessment of shrinkage-swelling influences in coal seams using rank-dependent physical coal properties
    • Balan H.O., and Gumrah F. Assessment of shrinkage-swelling influences in coal seams using rank-dependent physical coal properties. Int J Coal Geol 77 (2009) 203-213
    • (2009) Int J Coal Geol , vol.77 , pp. 203-213
    • Balan, H.O.1    Gumrah, F.2
  • 2
    • 1642487653 scopus 로고    scopus 로고
    • The application of FAMM (Fluorescence Alteration of Multiple Macerals) analyses for evaluating rank of Parana Basin coals
    • Kalkreuth W., Sherwood N., Cioccari G., Correa da Silva, Silva M., Zhong N., et al. The application of FAMM (Fluorescence Alteration of Multiple Macerals) analyses for evaluating rank of Parana Basin coals. Brazil Int J Coal Geol 57 (2004) 165-185
    • (2004) Brazil Int J Coal Geol , vol.57 , pp. 165-185
    • Kalkreuth, W.1    Sherwood, N.2    Cioccari, G.3    Correa da Silva4    Silva, M.5    Zhong, N.6
  • 4
    • 77349109348 scopus 로고    scopus 로고
    • Study of macerals characteristics of Gondwana coal by physico-chemical properties - an intelligent approach
    • New Delhi
    • Khandelwal M, Singh TN. Study of macerals characteristics of Gondwana coal by physico-chemical properties - an intelligent approach. In: International conference on Globalcoal, New Delhi, 2005.
    • (2005) International conference on Globalcoal
    • Khandelwal, M.1    Singh, T.N.2
  • 7
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay D.J.C. Bayesian interpolation. Neural Comput 4 (1992) 415-447
    • (1992) Neural Comput , vol.4 , pp. 415-447
    • MacKay, D.J.C.1
  • 8
    • 0028166614 scopus 로고
    • Susceptibility to spontaneous combustion of Indian coals and lignites: an organic petrographic autopsy
    • Misra B.K., and Singh B.D. Susceptibility to spontaneous combustion of Indian coals and lignites: an organic petrographic autopsy. Int J Coal Geol 25 (1994) 265-286
    • (1994) Int J Coal Geol , vol.25 , pp. 265-286
    • Misra, B.K.1    Singh, B.D.2
  • 9
    • 0035662487 scopus 로고    scopus 로고
    • Sequential leaching of trace elements in coal: a case study from Talcher coal field, Orissa
    • Mohanty J.K., Misra S.K., and Nayak B.B. Sequential leaching of trace elements in coal: a case study from Talcher coal field, Orissa. J Geol Soc Ind 58 (2001) 441-447
    • (2001) J Geol Soc Ind , vol.58 , pp. 441-447
    • Mohanty, J.K.1    Misra, S.K.2    Nayak, B.B.3
  • 10
    • 0023823308 scopus 로고
    • Gondwana coals of Bhutan Himalaya - occurrence, properties and petrographic characteristics
    • Mukherjee A.K., Alam M.M., and Ghose S. Gondwana coals of Bhutan Himalaya - occurrence, properties and petrographic characteristics. Int J Coal Geol 9 (1988) 287-304
    • (1988) Int J Coal Geol , vol.9 , pp. 287-304
    • Mukherjee, A.K.1    Alam, M.M.2    Ghose, S.3
  • 11
    • 0027007936 scopus 로고
    • Physico-chemical properties and petrographic characteristics of the Kapurdi lignite deposit, Barmer Basin, Rajasthan, India
    • Mukherjee A.K., Alum M.M., Mazumdar S.K., Haque R., and Gowrisankaran S. Physico-chemical properties and petrographic characteristics of the Kapurdi lignite deposit, Barmer Basin, Rajasthan, India. Int J Coal Geol 21 (1992) 31-44
    • (1992) Int J Coal Geol , vol.21 , pp. 31-44
    • Mukherjee, A.K.1    Alum, M.M.2    Mazumdar, S.K.3    Haque, R.4    Gowrisankaran, S.5
  • 12
    • 4444240129 scopus 로고    scopus 로고
    • Application of hierarchical clustering for classification of coal seams with respect to their proneness to spontaneous heating
    • Panigrahi D.C., and Sahu H.B. Application of hierarchical clustering for classification of coal seams with respect to their proneness to spontaneous heating. Mining Technol (Trans Inst Min Metal A) 113 (2004) 97-106
    • (2004) Mining Technol (Trans Inst Min Metal A) , vol.113 , pp. 97-106
    • Panigrahi, D.C.1    Sahu, H.B.2
  • 13
    • 0020833132 scopus 로고
    • Chemico-petrographic studies of some lignite samples from kalol oilfield, Cambay Basin, Gujarat, Western India
    • Pareek H.S. Chemico-petrographic studies of some lignite samples from kalol oilfield, Cambay Basin, Gujarat, Western India. Int J Coal Geol 3 (1983) 183-204
    • (1983) Int J Coal Geol , vol.3 , pp. 183-204
    • Pareek, H.S.1
  • 14
    • 10844272178 scopus 로고    scopus 로고
    • A correlation for calculating HHV from proximate analysis of solid fuels
    • Parikh J., Channiwala S.A., and Ghosal G.K. A correlation for calculating HHV from proximate analysis of solid fuels. Fuel 84 (2005) 487-494
    • (2005) Fuel , vol.84 , pp. 487-494
    • Parikh, J.1    Channiwala, S.A.2    Ghosal, G.K.3
  • 15
    • 0026359812 scopus 로고
    • Probability analysis of blended coking coals
    • Pearson D.E. Probability analysis of blended coking coals. Int J Coal Geol 19 (1991) 109-119
    • (1991) Int J Coal Geol , vol.19 , pp. 109-119
    • Pearson, D.E.1
  • 16
    • 77349108674 scopus 로고    scopus 로고
    • Rai KL. Lower Gondwana sedimentation in Pench and Kanhan valley coalfield, M.P. with special reference to environment and origin of coal deposits. Technical Monograph Series, Monograph, Pt. II, 2. Indian School of Mines, Dhanbad, 1977. p. 27.
    • Rai KL. Lower Gondwana sedimentation in Pench and Kanhan valley coalfield, M.P. with special reference to environment and origin of coal deposits. Technical Monograph Series, Monograph, Pt. II, vol. 2. Indian School of Mines, Dhanbad, 1977. p. 27.
  • 17
    • 3843082581 scopus 로고
    • Depositional environment and origin of coal in Pench-Kanhan valley coalfield, M.P., India
    • India, Calcutta
    • Rai KL, Shukla RT. Depositional environment and origin of coal in Pench-Kanhan valley coalfield, M.P., India. In: Proceedings of the 4th international Gond. Symp., Geol. Surv. India, Calcutta, vol. 1, 1979, p. 256-74.
    • (1979) Proceedings of the 4th international Gond. Symp., Geol. Surv , vol.1 , pp. 256-274
    • Rai, K.L.1    Shukla, R.T.2
  • 18
    • 0000418946 scopus 로고    scopus 로고
    • Ranking of Indian coals via fuzzy multi attribute decision making
    • Ravi V., and Reddy P.J. Ranking of Indian coals via fuzzy multi attribute decision making. Fuzzy Sets Syst 103 (1999) 369-377
    • (1999) Fuzzy Sets Syst , vol.103 , pp. 369-377
    • Ravi, V.1    Reddy, P.J.2
  • 21
    • 0034900623 scopus 로고    scopus 로고
    • Source rock characteristics and maturation of Palaeogene coals, North east India
    • Singh M.P., and Misra A.K. Source rock characteristics and maturation of Palaeogene coals, North east India. J Geol Soc Ind 57 (2001) 353-368
    • (2001) J Geol Soc Ind , vol.57 , pp. 353-368
    • Singh, M.P.1    Misra, A.K.2
  • 22
    • 1642538202 scopus 로고    scopus 로고
    • Prediction of P-wave velocity and anisotropic properties of rock using Artificial Neural Networks technique
    • Singh T.N., Kanchan R., Saigal K., and Verma A.K. Prediction of P-wave velocity and anisotropic properties of rock using Artificial Neural Networks technique. J Sci Ind Res 63 (2004) 32-38
    • (2004) J Sci Ind Res , vol.63 , pp. 32-38
    • Singh, T.N.1    Kanchan, R.2    Saigal, K.3    Verma, A.K.4
  • 23
    • 0024857435 scopus 로고
    • Automatic macerals analysis of low-rank coal (brown coal)
    • Takahashi R., and Sasaki M. Automatic macerals analysis of low-rank coal (brown coal). Int J Coal Geol 14 (1989) 103-118
    • (1989) Int J Coal Geol , vol.14 , pp. 103-118
    • Takahashi, R.1    Sasaki, M.2
  • 24
    • 0032799086 scopus 로고    scopus 로고
    • The petrographic composition of world coals: Statistical results obtained from a literature survey with reference to coal type (maceral composition)
    • Vasconcelos L.d.S. The petrographic composition of world coals: Statistical results obtained from a literature survey with reference to coal type (maceral composition). Int J Coal Geol 40 (1999) 27-59
    • (1999) Int J Coal Geol , vol.40 , pp. 27-59
    • Vasconcelos, L.d.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.