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A Robust Economic Framework for Integrated Energy Systems Based on Hybrid Shuffled Frog-Leaping and Local Search Algorithm

  • Ahmed N. Abdalla
  • , Yongfeng Ju
  • , Muhammad Shahzad Nazir
  • , Hai Tao
  • Huaiyin Institute of Technology
  • Qiannan Normal College for Nationalities

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

The safe and efficient operation of the integrated energy system is severely hampered by a number of unpredictable elements, such as the output of renewable energy sources, the cost of energy purchases, and full demand response (IES). The effectiveness and excellence of the integrated energy system scheduling method can be increased with advanced modeling of unpredictable aspects. Thus, the IES robust stochastic optimisation model is constructed and solved with the hybrid shuffled frog-leaping and local search (HSFLA–LS) algorithm. Finally, a simulation analysis considering the uncertainty of energy purchase price based on the hybrid SFLA–LS algorithm is reduced by USD 1.63 (0.64%) and USD 3.34 (1.3%), compared to PSO and GA, respectively. In addition, the time taken to execute the SFLA–LS algorithm for the program is reduced by 1.886 s (1.59%), and 3.117 s (2.7%), compared to PSO and GA, respectively. The findings demonstrate that the suggested approach can lower system running expenses, and achieve the coordination and optimization of economy and robustness.

Original languageEnglish
Article number10660
JournalSustainability (Switzerland)
Volume14
Issue number17
DOIs
StatePublished - Sep 2022
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

  • comprehensive demand response
  • integrated energy system
  • multiple uncertainties
  • robust random optimisation
  • socio-economic impact

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