Residential load management under stochastic weather condition in developing countries

Ameena Saad Al-Sumaiti, Mohammed Hassan Ahmed, Magdy Salama

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

This article focuses on offline residential load management in a developing country. This load management is based on scheduling linear load models under the stochastic weather conditions. The weather condition is modeled using the probability theory and Monte Carlo simulation. The seasonality effect, the type of day, and the stochastic hourly variation of weather conditions are considered as factors governing load management.

Original languageBritish English
Pages (from-to)1452-1473
Number of pages22
JournalElectric Power Components and Systems
Volume42
Issue number13
DOIs
StatePublished - 3 Oct 2014

Keywords

  • electricity demand models
  • load management
  • residential electricity demand
  • stochastic optimization
  • stochastic weather modeling
  • time-of-use
  • uncertainty modeling

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