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Modeling and operation optimization of RE integrated microgrids considering economic, energy, and environmental aspects

  • Naveed Ahmed Khan
  • , Guftaar Ahmad Sardar Sidhu
  • , Ahmed Bilal Awan
  • , Zain Ali
  • , Anzar Mahmood
  • COMSATS University Islamabad
  • Majmaah University
  • Mirpur University of Science and Technology

Research output: Contribution to journalArticlepeer-review

16 Scopus citations

Abstract

Microgrids provide promising solution for integration of renewable energy sources in the electrical grid. To exploit the key benefits, achieving the economical operation of renewable aided microgrids has become necessary and is a challenging task. This paper presents an efficient optimization model to minimize the operational cost of a solar integrated microgrid. We formulate a joint optimization mixed integer problem for appropriate modeling of the system under various practical constraints. An efficient solution is obtained with a distributed approach such that the original problem is solved in two stages. Dual decomposition approach is adopted for cost, emissions, and solar share optimization. Lagrange relaxation, Lambda iteration method, and binary integer programming are employed to obtain the joint optimization solution. Finally, the performance of the proposed model is validated through simulations that show that an overall cost reduction of 4.2070e+04 $ and emission reduction of 7.2001e+03 kg are achieved with the proposed model.

Original languageEnglish
Pages (from-to)6721-6739
Number of pages19
JournalInternational Journal of Energy Research
Volume43
Issue number13
DOIs
StatePublished - 25 Oct 2019
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Lagrange relaxation method
  • combined emission economic dispatch (CEED)
  • dual decomposition
  • microgrid operation
  • solar share optimization
  • unit commitment (UC)

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