Please use this identifier to cite or link to this item: https://dspace.upt.ro/xmlui/handle/123456789/6623
Title: Online monitoring of maximum allowable load at different buses using ABC algorithm and artificial neural network [articol]
Authors: Manoharan, S.
Gnanambal, K.
Subjects: Maximum allowable load
Artificial Bee Colony (ABC)
Artificial Neural Network (ANN)
Smart Grid
Issue Date: 2020
Publisher: Timișoara : Editura Politehnica
Citation: Manoharan, S.; Gnanambal, S.: Online monitoring of maximum allowable load at different buses using ABC algorithm and artificial neural network. Timişoara: Editura Politehnica, 2020.
Series/Report no.: Journal of Electrical Engineering;Vol 20 No 3
Abstract: The power demand is increasing day by day. It is essential to determine the maximum load that can be imposed at each load bus. The maximum allowable load is the maximum load that can be applied at different load buses without violating the voltage at these buses. In this paper, the maximum loadability limit that can be imposed at different buses of power system is determined by using Artificial Bee Colony algorithm (ABC). The loadability limit is calculated with and without line outages. The results obtained using the proposed hybrid algorithm is compared with the results obtained by existing algorithms. Even though the algorithm provides better results than the existing algorithms, it cannot be applied for on line application. For online monitoring and loading, Artificial Neural Network (ANN) is used. The trained ANN is used for the online monitoring of the buses. The proposed work is validated by testing on IEEE30 bus system.
URI: https://dspace.upt.ro/xmlui/handle/123456789/6623
ISSN: 1582-4594
Appears in Collections:Articole științifice/Scientific articles

Files in This Item:
File Description SizeFormat 
BUPT_ART_Manoharan,_f.pdf290.48 kBAdobe PDFView/Open


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.