A FUZZY-LOGIC-SUPPORTED WEIGHTED LEAST-SQUARES STATE ESTIMATION

Citation
F. Shabani et al., A FUZZY-LOGIC-SUPPORTED WEIGHTED LEAST-SQUARES STATE ESTIMATION, Electric power systems research, 39(1), 1996, pp. 55-60
Citations number
12
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
03787796
Volume
39
Issue
1
Year of publication
1996
Pages
55 - 60
Database
ISI
SICI code
0378-7796(1996)39:1<55:AFWLSE>2.0.ZU;2-S
Abstract
This paper presents a new approach to power system state estimation ba sed on the application of fuzzy logic. Significant improvements in sta te estimates are achieved (relative to the weighted least squares algo rithm) by using a hybrid estimator incorporating fuzzy-logic concepts. The design of the fuzzy estimator is described. The approach is illus trated for two sample systems: a 6-bus network and the 30-bus IEEE tes t system. Numerical and graphical results are presented to illustrate the superiority of the new method. (C) 1996 Elsevier Science S.A.