News Updates Friday 29th Mar 2024 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission is open. Submit online or at editor.ijcet@inpressco.com
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

Neuro-Fuzzy Logic Approach for Electric Load Forecasting of CSPGCL Thermal Units


Author : Rahul Baghel, Yashwant Kashyap and Rahul Pandey

Pages : 1549-1552
Download PDF
Abstract

The demand of electricity in India is increasing exponentially at the rate of 8-9% per annum. However, the installed power generation capacity of India as on 31st October 2012 was 209276 MW with a peak power shortage of more than 12%. In addition, the demand of electricity is increasing due to increased population, urbanization and comfort level of the peoples. These indicate that India’s future energy requirements are going to be very high. In this paper an attempt has been made for generation forecasting by using a hybrid model of neural networks and fuzzy logic, for the hybrid model input monthly generation of CSPGCL Thermal Unit of CG has been collected from Chhattisgarh State Electricity Board , India .The results obtained from hybrid model has been validated with the actual value and found accurate. The average testing error in the forecasted value is 0.064 in comparison with the desired value.

Keywords: Neuro-Fuzzy Logic; generation Forecasting; Energy Management, neuro-fuzzy

Article published in International Journal of Current  Engineering  and Technology, Vol.3,No.4(Oct- 2013)

 

 

 

Call for Papers
  1. IJCET- March/April 2024 Issue

    Submission Last Date
    30 April 2024
  2. DOI is given to all articles
  3. Current Issue
  4. IJTT-March-2024
  5. IJAIE-March-2024
  6. IJCSB-March-2024
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2023 INPRESSCO® All Rights Reserved