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Optimizing the control of a transactive energy system with periodically changing architecture based on Internet of energy

  • Volodymyr V. Khilenko
  • , Serhii P. Denysiuk
  • , Halyna S. Bielokha
  • , Oleksii V. Stepanov
  • , Li Wei Kang

研究成果: 雜誌貢獻期刊論文同行評審

1   連結會在新分頁中打開 引文 斯高帕斯(Scopus)

摘要

The article proposes a solution to the problem of improving the quality and efficiency of control systems for transactive energy systems, which are characterized by repeated periodic changes to their architecture. Information technologies are expanding the capabilities of microgrids, one such technology being the Internet of Energy (IoE). IoE is a global interconnected network consisting of smart grids interacting with each other via information technologies. IoE facilitates the convergence of cyber-physical and economic indicators of network operation, providing the ability to improve control quality by predicting expected changes in dynamics. The proposed solution for IoE control optimization is based on load change forecasting technology, ensuring efficient power distribution between generators and an optimal generator on/off schedule. The optimization criterion and constraints are formulated mathematically. The proposed load forecasting technology is based on the use of the eigenvalues of the state matrices of the transactive energy system. The results of calculating the eigenvalues calculated by the methods of the first group (the Power method and the Khilenko method) and the second group (the Krylov method and others) are presented. The article considers a transactive system with a variable structure based on the Internet of Energy, which can consist of a different set of generat ion sources, solving an optimization problem based on technical and economic criteria. The solution of the optimization problem of minimizing the cost of primary fuel for diesel generators to reduce costs and reduce CO2 emissions using power distribution programs for forecasted load schedules and forecasted RES schedules is demonstrated using examples of two transactive systems.

原文英語
頁(從 - 到)85-99
頁數15
期刊Herald of Advanced Information Technology
9
發行號1
DOIs
出版狀態已發佈 - 2026

UN SDG

此研究成果有助於以下永續發展目標

  1. SDG 7 - 可負擔的潔淨能源
    SDG 7 可負擔的潔淨能源

ASJC Scopus subject areas

  • 電腦科學(雜項)
  • 電腦網路與通信
  • 資訊系統
  • 軟體

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