
Principal components in multivariate control charts applied to data instrumentation of DAMS
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References
BERSIMIS, S.; PSARAKIS, S.; PANARETOS, J. (2007) Multivariate statistical process control charts: an overview, Quality and Reliability engineering international, v. 23, p. 517-543, doi:10.1002/qre.829.
BOX, G. E. P.; JENKINS, G. M.; REINSEL, G. C. (2008) Time-series analysis - forecasting and control, 4ª ed., Hoboken, New Jersey: John Wiley & Sons, Inc.
CHENG, L.; ZHENG, D. (2013) Two online dam safety monitoring models based on the process of extracting environmental effect, Advances in Engineering Software, v. 57,p. 48-56, doi:10.1016/j.advengsoft.2012.11.015.
CHOU, Y. M.; MASON, R. L.; YOUNG, J. C. (1999) Power comparisons for a Hotelling's T2 statistic, Commun. Statist. Simulation Comput., v. 28, p. 1031-1050, doi:10.1080/03610919908813591.
GAZETA DO POVO (2014) Gazeta do Povo, 08 Maio, [Online], Available: HYPERLINK www.gazetadopovo.com.br/economia/especial-itaipu-30-anos/conteudo.phtml?tl=1&id=1466225&tit=Gigante-pela-propria-natureza [08 Maio 2014].
GLOBO (2014) G1 Globo, [Online], Available: HYPERLINK www.g1.globo.com/pr/oeste-sudoeste/noticia/2014/05/seria-inimaginavel-o-paraguai-e-o-brasil-sem-itaipu-diz-diretor-geral.html [08 maio 2014].
GU, C. S.; ZHAO, E. F.; JIN, Y.; SU, H. Z. (2011) Singular value diagnosis in dam safety monitoring effect values, Sciencie China Technological Sciences, v. 54, n. 5, May, p. 1169-1176, doi 10.1007/s11431-011-4339-7.
HOLMES, D. S.; MERGEN, A. E. (1993) Improving the performance of the T2 control chart, Quality Engineering, v. 5, n. 4, March, p. 619-625, DOI:10.1080/08982119308919004.
HOTELLING, H. (1947) Multivariate quality control, Techniques of statistical analysis, p. 111-184.
ITAIPU BINACIONAL (1999) Estudos para a reavaliação dos valores de controle para a instrumentação civil das estruturas e fundações (2660.50.15402.P), Foz do Iguaçu.
ITAIPU BINACIONAL (1999) Estudos para a reavaliação dos valores limites para a instrumentação civil das estruturas e fundações (2662.50.15401-P), Foz do Iguaçu.
JACKSON, J. E. (1991) A user's guide to principal components, New York: John Wiley & Sons, Inc.
JOHNSON, R. A.; WICHERN, D. W. (2007) Applied Multivariate Statistical Analysis, 6th. ed., Upper Saddle River - NJ: Pearson Prentice Hall.
JORNAL INTERNO DE ITAIPU (2014) JIE, 08 maio, [Online], Available: HYPERLINK jie.itaipu.gov.br/index.php?secao=noticias_itaipu&q=node/6&pagina=4 [08 maio 2014].
KOURTI, T. (2005) Application of latent variable methods to process control and multivariate statistical process control in industry, International Journal of adaptive control and signal processing, v. 19, p. 213-246, doi: 10.1002/acs.859.
KRUGER, U.; XIE, L. (2012) Statistical monitoring of complex multivariate process with applications in industrial process control, Chichester: John Wiley & Sons.
LOH, C. H.; CHEN, C. H.; HSU, T. Y. (2011) Application of advanced statistical methods for extracting long-term trends in static monitoring data from an arch dam, Structural Health Monitoring, v. 10, n. 6, November, p. 587-601, doi: 10.1177/1475921710395807.
MASON, R. L.; YOUNG, J. C. (2002) Multivariate statistical process control with industrial applications, Philadelphia - Pennsylvania: ASA SIAM - American statistical Association - Society for industrial and applied mathematics.
MINGOTI, S. A. (2005) Análise de dados através de métodos de estatística multivariada: uma abordagem aplicada, Belo Horizonte: UFMG.
MONTGOMERY, D. C. (2013) Introdução ao Controle Estatístico de Qualidade, 4th edition, Rio de Janeiro: LTC.
MUDHOLKAR, G. S.; JACKSON, J. E. (1979) Control procedures for residual associated with principal components analysis., Technometrics, v. 21, n.3, August, p. 341-349.
MUJICA, L. E.; RODELLAR, J.; FERNÁNDEZ, A.; GUEMES, A. (2011) Q-statistic and T2 statistic PCA-based measures for damage assessment in structures, Structural Health Monitoring, v. 10, n. 5, September, p. 539-553, doi: 10.1177/1475921710388972.
NEDUSHAN, B. A. (2002) Multivariate statistical analysis of monitoring data for concrete dams, Montreal: PhD Thesis, McGill University - Department of Civil Engineering and Apllied Mechanics.
ROSSO, J. A.; FIORINI, A. S.; PORTO, E. C.; SILVEIRA, J. F. (1995) Barragem de Itaipu - Lições aprendidas com o comportamento térmico das estruturas tipo gravidade aliviada e contraforte, XXII Seminário Nacional de Grandes Barragens, São Paulo.
RYAN, T. P. (2011) Statistical Methods for Quality Improvement, John Wiley & Sons.
USACE, UNITED STATES ARMY CORPS OF ENGINEERS (1995) Enginnering and Design - Instrumentation of Embankment Dams and Levees, Washington, DC.
XXIII INTERNATIONAL COMITEE OF LARGE DAMS (2009) Hydropower current developments - Question 88, Dams and Hydropower, Brasília, 6-8.
XXIII INTERNATIONAL COMITEE OF LARGE DAMS (2009) Question 90, Upgrading of existing dam, Brasília, 7.
YU, H.; WU, Z. R.; BAO, T. F.;ZHANG, L. (2010) Multivariate analysis in dam monitoring data with PCA, Sciencie China Technological Sciences, v. 53, n. 4, April, p. 1088-1097, doi: 10.1007/s11431-010-0060-1.
DOI: http://dx.doi.org/10.14807/ijmp.v7i1.369
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