Short Term Load Forecasting using Functional Link Network
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2011
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my.unimap-121262011-05-27T01:16:11Z Short Term Load Forecasting using Functional Link Network Muthukumaran, Sithambaram Thyagarajah, K. Paulraj, Murugesa Pandiyan, Prof. Madya Dr. muthu2kumaran@gmail.com paul@unimap.edu.my Load forecasting Back propagation Functional Link Network Slope parameter Link to publisher's homepage at http://www.eurojournals.com/ Short Term Load Forecasting (STLF) is an important tool for successful planning and operation of power generating stations. This paper proposes neural network algorithm for STLF using Functional Link Neural Network (FLN) with Slope Parameter. This Neural Network Algorithm includes peak and minimum loads and load factors as additional inputs for the final forecast. The Proposed Functional Link Network with Slope Parameter (FLNSP) is tested for the Tamilnadu state, (India) grid data and the results are compared with the Conventional Back Propagation (CBP) method. Simulation results indicate that the proposed forecasting techniques are effective. 2011-05-27T01:12:27Z 2011-05-27T01:12:27Z 2011-04 Article European Journal of Scientific Research , vol.51(3), 2011 , pages 315-320 1450-216X http://www.eurojournals.com/EJSR_51_3_03.pdf http://hdl.handle.net/123456789/12126 en EuroJournals Publishing |
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Universiti Malaysia Perlis |
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http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Load forecasting Back propagation Functional Link Network Slope parameter |
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Load forecasting Back propagation Functional Link Network Slope parameter Muthukumaran, Sithambaram Thyagarajah, K. Paulraj, Murugesa Pandiyan, Prof. Madya Dr. Short Term Load Forecasting using Functional Link Network |
| description |
Link to publisher's homepage at http://www.eurojournals.com/ |
| author2 |
muthu2kumaran@gmail.com |
| author_facet |
muthu2kumaran@gmail.com Muthukumaran, Sithambaram Thyagarajah, K. Paulraj, Murugesa Pandiyan, Prof. Madya Dr. |
| format |
Article |
| author |
Muthukumaran, Sithambaram Thyagarajah, K. Paulraj, Murugesa Pandiyan, Prof. Madya Dr. |
| author_sort |
Muthukumaran, Sithambaram |
| title |
Short Term Load Forecasting using Functional Link Network |
| title_short |
Short Term Load Forecasting using Functional Link Network |
| title_full |
Short Term Load Forecasting using Functional Link Network |
| title_fullStr |
Short Term Load Forecasting using Functional Link Network |
| title_full_unstemmed |
Short Term Load Forecasting using Functional Link Network |
| title_sort |
short term load forecasting using functional link network |
| publisher |
EuroJournals Publishing |
| publishDate |
2011 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/12126 |
| _version_ |
1643790330853588992 |