Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission
Joint Authors
Singh, U. P.
Sachdeva, Sandeep
Arora, Ajat Shatru
Singh, Maninder
Source
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-06-26
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Information Technology and Computer Science
Abstract EN
Today, it is very important for developed and developing countries to consume electricity more efficiently.
Though developed countries do not want to waste electricity and developing countries cannot waste electricity.
This leads to the concept: load forecasting.
This paper is written for the short-term load forecasting on daily basis, hourly, or half-hourly basis or real time load forecasting.
But as we move from daily to hourly basis of load forecasting, the error of load forecasting increases.
The analysis of this paper is done on previous year's load data records of an engineering college in India using the concept of fuzzy methods.
The analysis has been done on Mamdani-type membership functions and OFDM (Orthogonal Frequency Division Multiplexing) transmission scheme.
To reduce the error of load forecasting, fuzzy method has been used with Artificial Neural Network (ANN) and OFDM transmission is used to get data from outer world and send outputs to outer world accurately and quickly.
The error has been reduced to a considerable level in the range of 2-3%.
For further reducing the error, Orthogonal Frequency Division Multiplexing (OFDM) can be used with Reed-Solomon (RS) encoding.
Further studies are going on with Fuzzy Regression methods to reduce the error more.
American Psychological Association (APA)
Sachdeva, Sandeep& Singh, Maninder& Singh, U. P.& Arora, Ajat Shatru. 2011. Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission. Advances in Fuzzy Systems،Vol. 2011, no. 2011, pp.1-6.
https://search.emarefa.net/detail/BIM-463763
Modern Language Association (MLA)
Sachdeva, Sandeep…[et al.]. Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission. Advances in Fuzzy Systems No. 2011 (2011), pp.1-6.
https://search.emarefa.net/detail/BIM-463763
American Medical Association (AMA)
Sachdeva, Sandeep& Singh, Maninder& Singh, U. P.& Arora, Ajat Shatru. Efficient Load Forecasting Optimized by Fuzzy Programming and OFDM Transmission. Advances in Fuzzy Systems. 2011. Vol. 2011, no. 2011, pp.1-6.
https://search.emarefa.net/detail/BIM-463763
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-463763