Simulated Annealing for Optimal Path Selection and Scheduling in Energy Routing for Smart Grids

Assala Nacef, Lemia Louail, Djamila Mechta, Lina Benchikh, Saad Harous

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Technological advancements in electronics and power generation devices have led to the development of smart grids and the energy internet. Energy routing is a critical step in creating a reliable and functional energy system capable of harnessing the full potential of renewable energy. One of the major challenges in energy routing is the optimal path determination problem, which involves finding the path with the least power loss. An optimal path can alleviate network congestion and minimize energy costs for grid users. In this paper, we present an innovative path discovery protocol based on simulated annealing. We evaluate the efficiency of our protocol by comparing it to two other existing methods in the literature using simulation. The findings highlight the effectiveness of our approach in achieving optimal results for both large and small networks.

Original languageEnglish
Title of host publicationICCA 2023 - 2023 5th International Conference on Computer and Applications, Proceedings
EditorsJihad Mohamad Alja'Am, Jihad Mohamad Alja'Am, Samir Abou Elseoud, Omar Karam
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350303254
DOIs
Publication statusPublished - 2023
Event5th International Conference on Computer and Applications, ICCA 2023 - Cairo, Egypt
Duration: Nov 28 2023Nov 30 2023

Publication series

NameICCA 2023 - 2023 5th International Conference on Computer and Applications, Proceedings

Conference

Conference5th International Conference on Computer and Applications, ICCA 2023
Country/TerritoryEgypt
CityCairo
Period11/28/2311/30/23

Keywords

  • Simulated annealing algorithm
  • efficient path
  • energy internet
  • energy routing
  • power loss
  • smart grid

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Media Technology
  • Modelling and Simulation
  • Education

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