An ANFIS Approach for Real Power Transfer Allocation
Joint Authors
Shareef, Hussain
Mustafa, Mohd Wazir
Abdul Khalid, Saifulnizam Bin
Khairuddin, Azhar
Source
Journal of Applied Mathematics
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-10-07
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper proposes an adaptive neurofuzzy interface system (ANFIS) approach to identify the real power transfer between generators.
Based on solved load flow results, it first uses modified nodal equation method (MNE) to determine real power contribution from each generator to loads.
Then the results of MNE method and load flow information are utilized to train the designed ANFIS.
It also incorporated an enhanced feature extraction method called principle component analysis (PCA) to reduce the input features to the ANFIS.
The 25-bus equivalent system of south Malaysia is utilized as a test system to illustrate the effectiveness of the ANFIS output compared to that of the MNE method.
The ANFIS output provides promising results in terms of accuracy and computation time.
Furthermore, it can be concluded that the ANFIS with enhanced feature extraction method reduces the time taken to train the ANFIS without affecting the accuracy of the results.
American Psychological Association (APA)
Shareef, Hussain& Abdul Khalid, Saifulnizam Bin& Mustafa, Mohd Wazir& Khairuddin, Azhar. 2010. An ANFIS Approach for Real Power Transfer Allocation. Journal of Applied Mathematics،Vol. 2011, no. 2011, pp.1-14.
https://search.emarefa.net/detail/BIM-470254
Modern Language Association (MLA)
Shareef, Hussain…[et al.]. An ANFIS Approach for Real Power Transfer Allocation. Journal of Applied Mathematics No. 2011 (2011), pp.1-14.
https://search.emarefa.net/detail/BIM-470254
American Medical Association (AMA)
Shareef, Hussain& Abdul Khalid, Saifulnizam Bin& Mustafa, Mohd Wazir& Khairuddin, Azhar. An ANFIS Approach for Real Power Transfer Allocation. Journal of Applied Mathematics. 2010. Vol. 2011, no. 2011, pp.1-14.
https://search.emarefa.net/detail/BIM-470254
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-470254