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Energy loss estimation in distribution networks using stochastic simulation

Mahmoodzadeh, Z ; Sharif University of Technology | 2015

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  1. Type of Document: Article
  2. DOI: 10.1109/PESGM.2015.7286219
  3. Publisher: IEEE Computer Society , 2015
  4. Abstract:
  5. This paper presents an improved stochastic simulation method for calculating current dependent energy losses in distribution networks. The method is based on power load curves and integrates the stochastic nature of the load curves with power and voltage covariance matrices. The method reduces calculation effort using the factor analysis of covariance matrices and provides a few quantities needed to calculate energy losses. The method has no limitation for network configuration and gives accurate results several times faster than other existing methods. Therefore, it is appropriate for considering losses in optimization and decision making purposes in operating and planning of distribution networks
  6. Keywords:
  7. Electric distribution network ; Energy losses ; Power load curve ; Stochastic simulation ; Covariance matrix ; Decision making ; Electric losses ; Energy dissipation ; Principal component analysis ; Regression analysis ; Stochastic models ; Stochastic systems ; Analysis of covariances ; Covariance matrices ; Network configuration ; Optimization and decision makings ; Power load ; Stochastic nature ; Stochastic simulation methods ; Stochastic simulations ; Electric power distribution
  8. Source: IEEE Power and Energy Society General Meeting, 26 July 2015 through 30 July 2015 ; Volume 2015-September , 2015 ; 19449925 (ISSN) ; 9781467380409 (ISBN)
  9. URL: http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7286219