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Volumn 12, Issue 2, 2006, Pages 175-179

Forecasting slagging of coal-fired boiler in power plant based on fuzzy neural network

Author keywords

Boiler; Forecasting; Fuzzy neural network; Improved back propagation algorithm; Slagging

Indexed keywords

BACKPROPAGATION; COAL ASH; COAL COMBUSTION; ELECTRIC POWER PLANTS; FORECASTING; FUZZY CONTROL; NEURAL NETWORKS; SLAGS;

EID: 33745309733     PISSN: 10068740     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (5)

References (14)
  • 1
    • 33745301056 scopus 로고    scopus 로고
    • Fuzzy forecasting analysis on slagging tendency of coal-fired boiler
    • Chinese source
    • Zhao Xianqiao, Cao Xinyu, Lan Zequan, et al. Fuzzy forecasting analysis on slagging tendency of coal-fired boiler[J]. Power System Engineering, 2003, 19(5): 9-11 (in Chinese).
    • (2003) Power System Engineering , vol.19 , Issue.5 , pp. 9-11
    • Zhao, X.1    Cao, X.2    Lan, Z.3
  • 2
    • 0035357339 scopus 로고    scopus 로고
    • Experimental analysis of causes on the clinker and proof techniques for furnace clinker of a 300 MW unit
    • Chinese source
    • Ma Qiliang, Zhou Shiping, Gu Shilong, et al. Experimental analysis of causes on the clinker and proof techniques for furnace clinker of a 300 MW unit[J]. J University of Shanghai for Science and Technology, 2001, 23(2): 119-124 (in Chinese).
    • (2001) J University of Shanghai for Science and Technology , vol.23 , Issue.2 , pp. 119-124
    • Ma, Q.1    Zhou, S.2    Gu, S.3
  • 3
    • 0038856931 scopus 로고    scopus 로고
    • Modeling ash deposition in pulverized coal-fired applications
    • Lockwood Flee F C. Modeling ash deposition in pulverized coal-fired applications[J]. Progress in Energy and Combustion Science, 1999, 25: 117-132.
    • (1999) Progress in Energy and Combustion Science , vol.25 , pp. 117-132
    • Lockwood, F.F.C.1
  • 4
    • 0033892793 scopus 로고    scopus 로고
    • Thermomechanical analysis of coal ash-the influence of the material for the sample assembly
    • Brant G W, Browning G J, Gupta S K, et al. Thermomechanical analysis of coal ash-the influence of the material for the sample assembly[J]. Energy and Fuels, 2000, 14: 326-335.
    • (2000) Energy and Fuels , vol.14 , pp. 326-335
    • Brant, G.W.1    Browning, G.J.2    Gupta, S.K.3
  • 5
    • 33745313785 scopus 로고
    • Slagging characteristics of blended coals and comprehensive evaluation of slagging degree
    • Chinese source
    • Qiu Jianrong, Ma Yuyi, Zeng Hancai, et al. Slagging characteristics of blended coals and comprehensive evaluation of slagging degree[J]. Thermal Power Engineering, 1994, 9(1): 1-8 (in Chinese).
    • (1994) Thermal Power Engineering , vol.9 , Issue.1 , pp. 1-8
    • Qiu, J.1    Ma, Y.2    Zeng, H.3
  • 6
    • 33745321592 scopus 로고    scopus 로고
    • Fuzzy set predicting analysis on boiler slagging in power plant
    • Chinese source
    • Zhao Limin, Lu Pisi. Fuzzy set predicting analysis on boiler slagging in power plant[J]. Electric Power Technology of Heilongjiang, 1996, 18(3): 129-132 (in Chinese).
    • (1996) Electric Power Technology of Heilongjiang , vol.18 , Issue.3 , pp. 129-132
    • Zhao, L.1    Lu, P.2
  • 7
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart D E. Learning representations by back-propagating errors[J]. Nature, 1986, 323(9): 533-536.
    • (1986) Nature , vol.323 , Issue.9 , pp. 533-536
    • Rumelhart, D.E.1
  • 8
    • 0242269356 scopus 로고    scopus 로고
    • Artificial intelligence for the modeling and control of combustion processes: A review
    • Kalogirou S A. Artificial intelligence for the modeling and control of combustion processes: A review[J]. Progress in Energy and Combustion Science, 2003, 29: 515-566.
    • (2003) Progress in Energy and Combustion Science , vol.29 , pp. 515-566
    • Kalogirou, S.A.1
  • 9
    • 0037141745 scopus 로고    scopus 로고
    • A model for the diagnosis of coal ash slag-build up characteristics by using an improved BP algorithm
    • Chinese source
    • Xiao Jun, Lu Zhenzhong, Wang Jun, et al. A model for the diagnosis of coal ash slag-build up characteristics by using an improved BP algorithm[J]. Thermal Power Engineering, 2002, 17(99): 271-275 (in Chinese).
    • (2002) Thermal Power Engineering , vol.17 , Issue.99 , pp. 271-275
    • Xiao, J.1    Lu, Z.2    Wang, J.3
  • 10
    • 0034309549 scopus 로고    scopus 로고
    • Study on slagging characteristics of utility boilers by using fuzzy mathmatics method
    • Chinese source
    • Zhang Zhgngxiao. Study on slagging characteristics of utility boilers by using fuzzy mathmatics method[J]. Proceedings of the CSEE, 2000, 20(10): 64-66 (in Chinese).
    • (2000) Proceedings of the CSEE , vol.20 , Issue.10 , pp. 64-66
    • Zhang, Z.1
  • 12
    • 0028570216 scopus 로고
    • Improved back propagation with a new error function
    • Humpert B K. Improved back propagation with a new error function[J]. Neural Networks, 1994, 7(1): 1191-1192.
    • (1994) Neural Networks , vol.7 , Issue.1 , pp. 1191-1192
    • Humpert, B.K.1
  • 13
    • 84976832431 scopus 로고
    • Methods to speed up error back-propagation learning algorithm
    • Sarkar D. Methods to speed up error back-propagation learning algorithm[J]. ACM Computing Survey, 1995, 27(4): 519-542.
    • (1995) ACM Computing Survey , vol.27 , Issue.4 , pp. 519-542
    • Sarkar, D.1
  • 14
    • 0003994186 scopus 로고    scopus 로고
    • The mathworks
    • Mathworks
    • Mathworks. The Mathworks[EB/OL]. [2002]. http://www.mathworks.com.
    • (2002)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.