Enhancement of restoration service in distribution systems using a combination fuzzy-GA method

Citation
Yt. Hsiao et Cy. Chien, Enhancement of restoration service in distribution systems using a combination fuzzy-GA method, IEEE POW SY, 15(4), 2000, pp. 1394-1400
Citations number
19
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON POWER SYSTEMS
ISSN journal
08858950 → ACNP
Volume
15
Issue
4
Year of publication
2000
Pages
1394 - 1400
Database
ISI
SICI code
0885-8950(200011)15:4<1394:EORSID>2.0.ZU;2-R
Abstract
This work presents a combination fuzzy-GA method to resolve the service res toration problem, The problem formulation proposed herein considers five di fferent objective functions related to maximizing the amount of total load to he restored as well as minimizing the number of the switching operations , deviation of the bus voltage, the feeder's current and transformer's load ing. Meanwhile, the operational constraints, radial structure of the networ k configuration and sequence of the switching operations are included in th e problem formulation. These objective functions are modeled with fuzzy set s to evaluate their imprecise nature. In the interactive method, the dispat cher provides his or her anticipated value (the degree of preference) of ea ch objective, then the optimization problem is solved by the genetic algori thm. Analyzing the results from the former interactive and updating the exp ected value of each objective function via the interactive procedure allow us to derive the compromised or satisfied solution efficiently, Simulation results obtained from the Tai-power system demonstrate the effectiveness of the solution algorithm.