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Volumn 53, Issue 2, 2006, Pages 593-603

Data-mining-based system for prediction of water chemistry faults

Author keywords

Alarm system; Data merging; Data mining; Fault prediction; Hierarchical decision making; Power plant; Time lag; Water chemistry

Indexed keywords

ALARM SYSTEMS; DECISION THEORY; FORECASTING; MERGING; POWER PLANTS; PROCESS CONTROL;

EID: 33645701360     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2006.870706     Document Type: Article
Times cited : (27)

References (30)
  • 2
    • 0037238504 scopus 로고    scopus 로고
    • "Chance discovery in medicine - Detection of rare risky events in chronic diseases"
    • Feb
    • S. Tsumoto, "Chance discovery in medicine - Detection of rare risky events in chronic diseases," New Gener. Comput., vol. 21, no. 2, pp. 135-147, Feb. 2003.
    • (2003) New Gener. Comput. , vol.21 , Issue.2 , pp. 135-147
    • Tsumoto, S.1
  • 4
    • 0037670042 scopus 로고    scopus 로고
    • "Data mining, data fusion, and the future of systems engineering"
    • Hammamet, Tunisia
    • D. E. Brown, "Data mining, data fusion, and the future of systems engineering," in Proc. IEEE Int. Conf. Systems, Man and Cybernetics, Hammamet, Tunisia, 2002, vol. 1, pp. 26-30.
    • (2002) Proc. IEEE Int. Conf. Systems, Man and Cybernetics , vol.1 , pp. 26-30
    • Brown, D.E.1
  • 5
    • 0028449454 scopus 로고
    • "Amalgamating knowledge bases"
    • Jun
    • V. S. Subrahmanian, "Amalgamating knowledge bases," ACM Trans. Database Syst., vol. 19, no. 2, pp. 291-331, Jun. 1994.
    • (1994) ACM Trans. Database Syst. , vol.19 , Issue.2 , pp. 291-331
    • Subrahmanian, V.S.1
  • 6
    • 0030784292 scopus 로고    scopus 로고
    • "General approach to the fusion of imprecise information"
    • Jan
    • R. R. Yager, "General approach to the fusion of imprecise information," Int. J. Intell. Syst., vol. 12, no. 1, pp. 1-29, Jan. 1997.
    • (1997) Int. J. Intell. Syst. , vol.12 , Issue.1 , pp. 1-29
    • Yager, R.R.1
  • 8
    • 0034290324 scopus 로고    scopus 로고
    • "Decomposition in data mining: An industrial case study"
    • Oct
    • A. Kusiak, "Decomposition in data mining: An industrial case study," IEEE Trans. Electron. Packag. Manuf., vol. 23, no. 4, pp. 345-353, Oct. 2000.
    • (2000) IEEE Trans. Electron. Packag. Manuf. , vol.23 , Issue.4 , pp. 345-353
    • Kusiak, A.1
  • 9
    • 0034960598 scopus 로고    scopus 로고
    • "Rough set theory: A data mining tool for semiconductor manufacturing"
    • Jan
    • A. Kusiak, "Rough set theory: A data mining tool for semiconductor manufacturing," IEEE Trans. Electron. Packag. Manuf., vol. 24, no. 1, pp. 44-50, Jan. 2001.
    • (2001) IEEE Trans. Electron. Packag. Manuf. , vol.24 , Issue.1 , pp. 44-50
    • Kusiak, A.1
  • 10
    • 1442333643 scopus 로고    scopus 로고
    • "e-Prognosis and diagnosis for process management using data mining and artificial intelligence"
    • Roanoke, VA
    • H. Bae, S. Kim, Y. Kim, M. H. Lee, and K. B. Woo, "e-Prognosis and diagnosis for process management using data mining and artificial intelligence," in Proc. Industrial Electronics Conf. (IECON), Roanoke, VA, 2003, vol. 3, pp. 2537-2542.
    • (2003) Proc. Industrial Electronics Conf. (IECON) , vol.3 , pp. 2537-2542
    • Bae, H.1    Kim, S.2    Kim, Y.3    Lee, M.H.4    Woo, K.B.5
  • 11
    • 0034838834 scopus 로고    scopus 로고
    • "Building intelligent systems for mining information extraction rules from web pages by using domain knowledge"
    • Pusan, Korea
    • H. Seo, J. Yang, and J. Choi, "Building intelligent systems for mining information extraction rules from web pages by using domain knowledge," in Proc. IEEE Int. Symp. Industrial Electronics, Pusan, Korea, 2001, vol. 1, pp. 322-327.
    • (2001) Proc. IEEE Int. Symp. Industrial Electronics , vol.1 , pp. 322-327
    • Seo, H.1    Yang, J.2    Choi, J.3
  • 16
    • 33645716401 scopus 로고    scopus 로고
    • Accessed Dec. 3, 2003. [Online]. Available:
    • R. P. Charles, Internal Water Treatment for Industrial Boilers. Accessed Dec. 3, 2003. [Online]. Available: http://www.awt.org/members/ publications/analyst/2001/winter/internal%20water.htm
    • Internal Water Treatment for Industrial Boilers
    • Charles, R.P.1
  • 17
    • 33645718995 scopus 로고    scopus 로고
    • Boiler and Heat Exchange Systems, Inc., Accessed Dec. 3, 2003. [Online]. Available:
    • Boiler and Heat Exchange Systems, Inc., Boiler Water Chemistry. Accessed Dec. 3, 2003. [Online]. Available: http://www.bhes.com/ frbb4waterchemistry.htm
    • Boiler Water Chemistry
  • 18
    • 0026367894 scopus 로고
    • "Design and implementation of a continuous water chemistry monitoring and control system"
    • Power Division (Publication) PWR, v 15, Recent Innovations and Experience With Plant Monitoring and Utility Operations
    • R. Papilla, P. G. Whitten, and G. Essig, "Design and implementation of a continuous water chemistry monitoring and control system," American Society of Mechanical Engineers, Power Division (Publication) PWR, v 15, Recent Innovations and Experience With Plant Monitoring and Utility Operations, pp. 41-44, 1991.
    • (1991) American Society of Mechanical Engineers , pp. 41-44
    • Papilla, R.1    Whitten, P.G.2    Essig, G.3
  • 19
    • 0037170664 scopus 로고    scopus 로고
    • "Simultaneous determination of silicate and phosphate in boiler water at power plants based on series flow cells by using flow injection spectrophotometry"
    • Y. Li, Y. Muo, and H. Xie, "Simultaneous determination of silicate and phosphate in boiler water at power plants based on series flow cells by using flow injection spectrophotometry," Anal. Chim. Acta, vol. 455, no. 2, pp. 315-325, 2002.
    • (2002) Anal. Chim. Acta , vol.455 , Issue.2 , pp. 315-325
    • Li, Y.1    Muo, Y.2    Xie, H.3
  • 20
    • 0028486648 scopus 로고
    • "On-line water-chemistry monitoring: A valuable tool to prevent boiler corrosion"
    • B. Buecker, "On-line water-chemistry monitoring: A valuable tool to prevent boiler corrosion," Corros. Prev. Control, vol. 41, no. 4, pp. 84-88, 1994.
    • (1994) Corros. Prev. Control , vol.41 , Issue.4 , pp. 84-88
    • Buecker, B.1
  • 21
    • 0033322280 scopus 로고    scopus 로고
    • "Water chemistry off-site and on-line"
    • C. R. Powicki, "Water chemistry off-site and on-line," EPRI J., vol. 24, no. 4, pp. 24-31, 1999.
    • (1999) EPRI J. , vol.24 , Issue.4 , pp. 24-31
    • Powicki, C.R.1
  • 22
    • 0141684765 scopus 로고    scopus 로고
    • "Mathematical modeling of the water chemistry of a thermal power station under unsteady conditions"
    • O. V. Endrukhina and V. N. Voronov, "Mathematical modeling of the water chemistry of a thermal power station under unsteady conditions," Teploenergetika, no. 7, pp. 63-66, 2003.
    • (2003) Teploenergetika , Issue.7 , pp. 63-66
    • Endrukhina, O.V.1    Voronov, V.N.2
  • 24
    • 0025562220 scopus 로고
    • "Intelligent on-line system for cycle chemistry diagnostics in power plants"
    • M. Gallanti, L. Tomada, and R. Tarli, "Intelligent on-line system for cycle chemistry diagnostics in power plants," in Proc. Amer. Power Conf., 1990, vol. 52, pp. 356-362.
    • (1990) Proc. Amer. Power Conf. , vol.52 , pp. 356-362
    • Gallanti, M.1    Tomada, L.2    Tarli, R.3
  • 26
    • 0035578017 scopus 로고    scopus 로고
    • "Kinetic and statistical analysis of primary circuit water chemistry data in a VVER power plant"
    • G. Nagy, P. Tilky, A. Horvath, T. Pinter, and R. Schiller, "Kinetic and statistical analysis of primary circuit water chemistry data in a VVER power plant," Nucl. Technol., vol. 136, no. 3, pp. 331-341, 2001.
    • (2001) Nucl. Technol. , vol.136 , Issue.3 , pp. 331-341
    • Nagy, G.1    Tilky, P.2    Horvath, A.3    Pinter, T.4    Schiller, R.5
  • 27
    • 0034910079 scopus 로고    scopus 로고
    • "The use of "grey system" analysis methodology for automated boiler water chemistry control in electric power plants"
    • Y. C. Li, F. Zhang, C. Z. Yang, and W. H. Bai, "The use of "grey system" analysis methodology for automated boiler water chemistry control in electric power plants," Anti-Corros. Methods Mater., vol. 48, no. 2, pp. 96-98, 2001.
    • (2001) Anti-Corros. Methods Mater. , vol.48 , Issue.2 , pp. 96-98
    • Li, Y.C.1    Zhang, F.2    Yang, C.Z.3    Bai, W.H.4
  • 28
    • 0002129041 scopus 로고    scopus 로고
    • "Generating accurate rule sets without global optimization"
    • J. Shavlik, Ed., Madison, WI
    • E. Frank and I. H. Witten, "Generating accurate rule sets without global optimization," in Proc. 15th Int. Conf. Machine Learning, J. Shavlik, Ed., Madison, WI, 1998, pp. 144-151.
    • (1998) Proc. 15th Int. Conf. Machine Learning , pp. 144-151
    • Frank, E.1    Witten, I.H.2
  • 29
    • 0000629975 scopus 로고
    • "Cross-validatory choice and assessment of statistical predictions"
    • M. Stone, "Cross-validatory choice and assessment of statistical predictions," J. R. Stat. Soc., vol. 36, no. 2, pp. 111-147, 1974.
    • (1974) J. R. Stat. Soc. , vol.36 , Issue.2 , pp. 111-147
    • Stone, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.