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Unscented Transform-Based Efficient Energy Management System of a Microgrid for Optimal Heat Power Dispatch

  • 2022
  • OriginalPaper
  • Chapter
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Abstract

The chapter delves into the challenges and solutions for efficient energy management in microgrids, particularly focusing on the integration of renewable energy sources. It introduces the Unscented Transform method for modeling uncertainty in wind and photovoltaic generation and load demands. The proposed approach, combined with a modified particle swarm optimization algorithm, aims to optimize heat power dispatch and reduce operational costs. The chapter also discusses the formulation of the energy management system, including power balance, generation limits, and energy storage capacity. Simulation results and statistical analysis demonstrate the effectiveness of the proposed method in achieving optimal scheduling and economic operation under uncertainties.

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Title
Unscented Transform-Based Efficient Energy Management System of a Microgrid for Optimal Heat Power Dispatch
Authors
Debashis Jana
Niladri Chakraborty
Copyright Year
2022
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-0193-5_17
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