NDLI: Short term load forecasting based on brain emotional predictor

Content Provider	IEEE Xplore Digital Library
Author	Ayubi, J. Barakati, S.M. Omidi, A. Ayubi, P.
Copyright Year	2015
Description	Author affiliation: Fac. of Electr. & Comput. Eng., Univ. of Sistan & Baluchestan, Zahadan, Iran (Ayubi, J.; Barakati, S.M.; Omidi, A.) \|\| Dept. of Comput. Eng., Urmia Univ., Urmia, Iran (Ayubi, P.)
Abstract	Using a precise short-term load forecasting (STLF) reduces the operating costs and increases reliability of power system operations. In this paper, a brain emotional prediction (BEP) method is used for STLF. The ability of the method is verified in a practical power system, using its electricity demand data. An algorithm is developed to choose the BEP input data base on the type of the forecasted day, in order to increase the performance of the proposed method. The simulation results confirm the ability of the proposed method for short-term load forecasting.
Starting Page	37
Ending Page	41
File Size	684586
Page Count	5
File Format	PDF
e-ISBN	9781467366120
DOI	10.1109/EPDC.2015.7330470
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-04-28
Publisher Place	Iran
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Adaptation models Load forecasting Adaptive neuro fuzzy inference system (ANFIS) Brain emotional predictor (BEP) Brain modeling Extraterrestrial measurements Artificial neural network (ANN) Short-term load forecasting
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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