Consumers' Load Profile Determination Based on Different Classification Methods

2003 IEEE Power Engineering Society General Meeting, Conference Proceedings

Volumn 2, Issue , 2003, Pages 990-995

  Gerbec, David ^a   Gašperič, Samo ^a   Šmon, Ivan ^a   Gubina, Ferdinand ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Cluster analysis fuzzy logic; Load profiles; Power distribution

Indexed keywords

ALGORITHMS; ELECTRIC LOAD MANAGEMENT; ENERGY UTILIZATION; FUZZY SETS; GRAPH THEORY; HIERARCHICAL SYSTEMS; PATTERN RECOGNITION;

CLUSTER ANALYSIS; LOAD PROFILES;

ELECTRIC POWER DISTRIBUTION;

EID: 1542359578     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. A. P. Sanghvi, R. Levy, J. B. Wharton, "Planning Demand-Management Programs Based Upon Customers Perceived Value", IEEE Tran. Power Apparatus and. Systems, vol. 12, pp. 3435-3441, Dec. 1985V. H.
2. Quintana, H. K. Temraz, K. W. HIPEL, "2-Stage Power-System Distribution Planning Algorithm", IEE Proceedings-C Generation Transmission And Distribution, vol. 1, pp. 17-29, Jan 1993
3. C. S. Chen, J. C. Hwang, and C. W. Huang, "Application of Load Survey Systems to Proper Tariff Design", IEEE Trans. Power Systems, vol. 4, pp. 1746-1751, Nov. 1997.
4. J.A. Jardin, H.P. Schmid, C.M.V. Tahan, C.C.B, de Oliveira, S.U. Ahn, "Distribution Transformer Loss of Life Evaluation: A Novel Approach Based on Daily Load Profiles", IEEE Trans. on Power Delivery, vol. 15, pp.361-366, January 2000.
5. A. Capasso, W. Grattier, R. Lamedica, A. Prudenzi, "A Bottom-Up Approach to Residential Load Modeling", IEEE Transactions on Power Systems, vol.9, pp. 957-964. May 1994.
6. J.A. Jardin, C.M.V. Tahan, M.R. Gouvea, S.U. Ahn, F.M. Figueiredo, "Daily Load Profiles for Residential, Commercial and Industrial Low Voltage Consumers", IEEE Trans. on Power Delivery, vol. 15, pp. 375-380, January 2000.
7. C. S. Chen, J. C. Hwang, Y. M. Tzeng, C. W. Huang, and M. Y. Cho "Determination of Load Survey System at Taipower", IEEE Trans. Power Delivery, vol. 11, pp. 1430-1436, July 1996.
8. R. N. Davé, R. Krishnapuram, "Robust Clustering Methods: A Unified View", IEEE Trans. on Fuzzy Systems, vol. 5, pp. 270-293. May 1997. Books:
9. S. K. Kachigan, "Statistical analysis: An Interdisciplinary Introduction to Univariate and Multivariate Methods", New York, Radius Press, 1986, pp 402-412.
10. A. Ferligoj, "Group clustering - Theory and use in humanities", Methodological volume 4, FSPN, Ljubljana, 1989, in Slovenian
11. "Matlab Statistics Toolbox User's Guide", MathWorks, Inc., version 3, November 2000.
12. J. C. Bezdek, "Pattern Recognition With Fuzzy Objective Function Algorithms", New York Plenum, New York, 1981.
13. C. S. Chen, M. S. Kong, J. C. Hwang, C. W. Huang, "Implementation of the load survey system in Taipower" in Proc. 1999 IEEE Power Engineering Society Transmission and Distribution Conf., pp. 300-304.
14. E. Bompard, E. Carpaneto, G. Chicco, R. Napoli, F. Piglione, P. Postolache, M. Scutariu, "Stratified Sampling of the Electricity Customers for Setting up a Load Profile Survey", in Proc. 2000 RIMAPS Conference. Porto, Portugal.
15. S. V. Allera, A. G. Horsburgh, "Load Profiling for Energy Trading and Settlements in the UK Electricity Markets", in Proc. 1998 Distribu TECH Conference.
16. G. Chicco, R. Napoli, P. Postolache, M. Scutariu, C. Toader, "Electric Energy Consumer Caracterisation for Developing Dedicated Market Strategies", in Proc. 2001 IEEE Porto Power Tech Conference, Porto, Portugal.
17. G. Chicco, R. Napoli, F. Piglione, P. Postolache, M. Scutariu, C. Toader, "Options to Classifie Electricity Customers", in Proc. 2002 Medpower Conference, Athene.
18. D. Gerbec, S. Gašperič, I. Šmon, F. Gubina, "An Approach to Customers Daily Load Profile Determination", in Proc. 2001 IEEE Power Engineering Society Transmission and Distribution Conf.