The Using of Curve Fitting Prediction Optimized by Genetic Algorithms for Short-Term Load Forecasting

Faculty Engineering Year: 2012
Type of Publication: ZU Hosted Pages:
Authors:
Journal: International Review of Electrical Engineering (IREE), Vol. 7, No. 6, pp. 6209-6215, December 2012 Praise Worthy Prize Volume:
Keywords : , Using , Curve Fitting Prediction Optimized , Genetic    
Abstract:
This paper presents a new approach for short-term load forecasting. Curve fitting prediction and time series models are used for hourly loads forecasting of the week days. The curve fitting prediction technique combined with genetic algorit
   
     
 
       

Author Related Publications

  • Mohamed Talaat Mohamed Mostafa, "Discharge characteristics of gliding arc plasma reactor with argon/nitrogen", Journal of Advances in Physics, 2015 More
  • Mohamed Talaat Mohamed Mostafa, "Use of Finite Element Method for the Numerical Analysis of Eddy Current Brake", IEEE, 2014 More
  • Mohamed Talaat Mohamed Mostafa, "A University-Industry Link in Egypt Using the Social Networks", IEEE, 2014 More
  • Mohamed Talaat Mohamed Mostafa, "A Bi-level optimization strategy for electric vehicle retailers based on robust pricing and hybrid demand response", Elsevier, 2024 More
  • Mohamed Talaat Mohamed Mostafa, "New Experimental Study of an Injected Air Bubble Deformation in Dielectric Liquid under Applied High D.C. Voltage Using Photographic Recording", IEEE, 2003 More

Department Related Publications

  • Hytham Saad Mohamed Ramadan, "Efficient start–up energy management via nonlinear control for eco–traction systems", Applied Energy, 2017 More
  • Attia Abdelaziz Hussien Ali, "Economic Dispatch with Convex and Non-Convex Fuel Cost Functions Including Line Losses Using PS and GA Approaches", International Journal of Electrical, Electronics and Computer Systems., 2011 More
  • Ehab Saliem Ali Mohamed Salamh, "Speed Control of DC Series Motor Supplied by Photovoltaic System via Firefly Algorithm", springer, 2015 More
  • Nadia Abdelwahab Hammam Elsonbaty, "New Control Technique for Performance Improvement of Static Kramer Induction Generator", Emerald Group Publishing Ltd, 2016 More
  • Ahmed Fathy Mohamed Ali Ali, "A robust photovoltaic array reconfiguration strategy based on coyote optimization algorithm for enhancing the extracted power under partial shadow condition", Elsevier, 2021 More
Tweet