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Power Systems Research and Operation

Selected Problems III

  • Book
  • © 2024

Overview

  • Tackles energy equipment management and monitoring challenges in Ukrainian power systems and smart grid technology
  • Presents solutions include network modeling, renewable energy optimization, energy storage, and power plant improvements
  • Covers research in forecasting, voltage control, microgrids, EV charging, enhancing reliability, and efficiency

Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 512)

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Table of contents (16 chapters)

Keywords

About this book

This book covers new technologies and methods related to models for short-term forecasting of electricity imbalances in the IPS of Ukraine, taking into account the impact of forecasts of energy production from renewable sources on the accuracy of the imbalance forecast. The book proposed architecture and mathematical model of an artificial neural network for deep learning forecasting of short-term electricity imbalances using hourly data. Using a model to aggregate data with an hourly resolution followed by forecasting to reduce forecast error, the quasi-dynamic modeling method was used to analyze the impact of periodic generation on the network. The application of quasi-dynamic modeling also allows taking into account the system load curve, generation profile, storage system, as well as renewable energy sources (RES) operation in this area. The use of models makes it possible to achieve realistic estimates of generation for the required period. The book considers a local hybrid renewable energy system (HRES) based on different types of RES, which is more efficient than a system with one type of source.


Editors and Affiliations

  • Institute of Electrodynamics, National Academy of Sciences of Ukraine, Kyiv, Ukraine

    Olexandr Kyrylenko, Ihor Blinov, Ievgen Zaitsev

  • Igor Sikorsky Kyiv Polytechnic Institute, National Technical University of Ukraine, Kyiv, Ukraine

    Serhii Denysiuk

  • Gdańsk University of Technology, Gdańsk, Poland

    Ryszard Strzelecki

  • General Energy Institute, National Academy of Sciences of Ukraine, Kyiv, Ukraine

    Artur Zaporozhets

Bibliographic Information

  • Book Title: Power Systems Research and Operation

  • Book Subtitle: Selected Problems III

  • Editors: Olexandr Kyrylenko, Serhii Denysiuk, Ryszard Strzelecki, Ihor Blinov, Ievgen Zaitsev, Artur Zaporozhets

  • Series Title: Studies in Systems, Decision and Control

  • DOI: https://doi.org/10.1007/978-3-031-44772-3

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Hardcover ISBN: 978-3-031-44771-6Published: 22 November 2023

  • Softcover ISBN: 978-3-031-44774-7Due: 23 December 2023

  • eBook ISBN: 978-3-031-44772-3Published: 21 November 2023

  • Series ISSN: 2198-4182

  • Series E-ISSN: 2198-4190

  • Edition Number: 1

  • Number of Pages: XII, 371

  • Number of Illustrations: 58 b/w illustrations, 117 illustrations in colour

  • Topics: Energy Systems, Electrical Engineering, Power Electronics, Electrical Machines and Networks

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