TOWARDS AN INTELLIGENT SYSTEM FOR MONITORING ELECTRICAL ENERGY QUALITY - Foundations and Motivations

Luiz Biondi Neto, Pedro Henrique Gouvêa Coelho, João Carlos C. B. Soares de Mello, Lidia Angulo-Meza, Eliane G. Gomes

Abstract

Electrical energy must be supplied in enough amount but with adequate quality. One of the components of electrical energy quality is the harmonic distortion. In this paper, we show an alternative way to measure distortion, mixing Data Envelopment Analysis (DEA) and Fourier Analysis. The technique here presented is specially useful for comparative analysis and is intended to be the basis for an intelligent system for monitoring electrical energy quality.

References

  1. Folland, G. B., 1992. Fourier Analysis and its Applications. Wadsworth and Brooks..
  2. Charnes A., Cooper, W. W. and, Rhodes, E., 1978. Measuring the efficiency of decision-making units. In European Journal of Operational Research, vol. 2, pp. 429-444.
  3. Pessanha, J. F. M., Souza, R. C. and, Laurencel, L. D. C., 2007. Um modelo de análise envoltória de dados para o estabelecimento de metas de continuidade do fornecimento de energia elétrica. In scielo vol. 27, pp. 51-83.
  4. Angulo-Meza, L., Soares de Mello, J. C. C. B., Gomes, E. G. and, Fernandes, A. J., 2007. Selecção de variáveis em DEA aplicada a uma análise do mercado de energia elétrica. In Investigação Operacional, vol. 27, pp. 21-36.
  5. Soares de Mello, J. C. C. B., Angulo-Meza, L., Gomes, E. G., Fernandes, A. J. S.and, Biondi Neto, L. 2008. Estudo não paramétrico da relação entre consumo de energia, renda e temperatura. In IEEE Latin America Transactions, vol. 6, pp. 153-161.
  6. Lins, M. P. E., Sollero, M. K. V., Caloba, G. M. and, Silva, A. C. M., 2007. Integrating the regulatory and utility firm perspectives, when measuring the efficiency of electricity distribution, In European Journal of Operational Research, vol. 181, pp. 1413- 1424.
  7. Lima, A., Ferro, F., Martins, J., Roncolatto, R., and, Santos, N., 1994. Custos da Qualidade de Energia em Grandes Consumidores Industriais." In XII Seminário Nacional de Distribuição de Energia Elétrica, pp. 16- 21.
  8. Angulo-Meza, L., Biondi Neto, L., Soares de Mello, J. C. C. B., and, Gomes, E. G., 2005. ISYDS - Integrated System for Decision Support (SIAD Sistema Integrado de Apoio a Decisão): A Software Package for Data Envelopment Analysis Model. In Pesquisa Operacional, vol. 25, pp. 493-503.
  9. Biondi Neto, L., Soares de Mello, J. C. C. B. and, Gomes, E. G., 2003. Método Fourier-DEA na medição de um componente da qualidade de energia elétrica. In XXIII Encontro Nacional de Engenharia de Produção Ouro Preto.
  10. Biondi Neto, L., 2001. Neuro-DEA: Nova metodologia para determinação de eficiência relativa de unidades tomadoras de decisão. In Engenharia de Produção. vol. D.Sc. Rio de Janeiro: COPPE/UFRJ.
  11. Sexton, T. R., 1986. Measuring Efficiency: An assessment of Data Envelopment Analysis. In New Directions For Program Evaluation. Jossey-Bass. San Francisco.
  12. J. Doyle and R. H. Green, "Efficiency and cross-efficiency in DEA derivations, meanings and uses," Journal of the Operational Research Society, vol. 45, pp. 567- 578, 1994.
  13. Yamada, Y., Matui, T. and, Sugiyama, M., 1994. New analysis of efficiency based on DEA. In Journal of the Operations Research Society of Japan, vol. 37, pp. 158-167.
  14. Entani, T., Maeda, Y. and, Tanaka, H., 2002. Dual models of interval DEA and its extensions to interval data. In European Journal of Operational Research, vol. 136, pp. 32-45.
  15. Lins, M. P. E., Novaes, L. F. D. and, Legey, L. F. L., 2005. Real estate appraisal: A double perspective data envelopment analysis approach. In Annals of Operations Research, vol. 138, pp. 79-96.
  16. Anderson, T. R., Hollingworth, K. and, Inman, L., 2002. The Fixed Weighting Nature of A Cross-Evaluation Model. In Journal of Productivity Analysis, vol. 17, pp. 249-255.
  17. Soares de Mello, J. C. C. B., Gomes, E. G., Angulo-Meza, L.and, Leta, F. R., 2008. DEA Advanced Models for Geometric Evaluation of used Lathes. In WSEAS Transactions on Systems, vol. 7, pp. 500-520.
  18. Allen, R., Athanassopoulos, A., Dyson, R. G. and, Thanassoulis, E., 1997. Weights restrictions and value judgements in data envelopment analysis: evolution, development and future directions. In Annals of Operations Research, vol. 73, pp. 13-34.
  19. Lins, M. P. E. and, Moreira, M. C. B., 1999. Método I-O Stepwise para Seleção de Variáveis em Modelos de Análise Envoltória de Dados. In Pesquisa Operacional, vol. 19, pp. 39-50.
  20. Senra, L. F. A. D. C., Nanci, L. C., Soares de Mello, J. C. C. B. and, Angulo-Meza, L., 2007. Estudo sobre métodos de seleção de variáveis em DEA. In Pesquisa Operacional, vol. 27, pp. 191-207.
  21. Biondi Neto, L., Lins, M. P. E., Gomes, E. G., Soares de Mello, J. C. C. B. and, Oliveira, F. S., 2004. Neural data envelopment analysis: A simulation. In International Journal of Industrial Engineering: Theory Applications and Practice, vol. 11, pp. 14-24.
  22. Soares de Mello, J. C. C. B., Lins, M. P. E. and, Gomes, E. G., 2002. Construction of a smoothed DEA frontier. In Pesquisa Operacional, vol. 28, pp. 183-201.
  23. Soares de Mello, J. C. C. B., Gomes, E. G., Biondi Neto, L. and Lins, M. P. E., 2004. Suavização da Fronteira DEA: O caso BCC tridimensional. In Investigação Operacional, vol. 24, pp. 89-107.
Download


Paper Citation


in Harvard Style

Biondi Neto L., Gouvêa Coelho P., C. B. Soares de Mello J., Angulo-Meza L. and G. Gomes E. (2011). TOWARDS AN INTELLIGENT SYSTEM FOR MONITORING ELECTRICAL ENERGY QUALITY - Foundations and Motivations . In Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-8425-54-6, pages 40-45. DOI: 10.5220/0003436200400045


in Bibtex Style

@conference{iceis11,
author={Luiz Biondi Neto and Pedro Henrique Gouvêa Coelho and João Carlos C. B. Soares de Mello and Lidia Angulo-Meza and Eliane G. Gomes},
title={TOWARDS AN INTELLIGENT SYSTEM FOR MONITORING ELECTRICAL ENERGY QUALITY - Foundations and Motivations},
booktitle={Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2011},
pages={40-45},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003436200400045},
isbn={978-989-8425-54-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - TOWARDS AN INTELLIGENT SYSTEM FOR MONITORING ELECTRICAL ENERGY QUALITY - Foundations and Motivations
SN - 978-989-8425-54-6
AU - Biondi Neto L.
AU - Gouvêa Coelho P.
AU - C. B. Soares de Mello J.
AU - Angulo-Meza L.
AU - G. Gomes E.
PY - 2011
SP - 40
EP - 45
DO - 10.5220/0003436200400045