04528nam a22006015i 4500 978-3-031-44772-3 DE-He213 20251030112304.0 cr nn 008mamaa 231121s2024 sz | s |||| 0|eng d 9783031447723 978-3-031-44772-3 10.1007/978-3-031-44772-3 doi TK1001-1841 THR bicssc TEC031020 bisacsh THR thema Power Systems Research and Operation [electronic resource] : Selected Problems III / edited by Olexandr Kyrylenko, Serhii Denysiuk, Ryszard Strzelecki, Ihor Blinov, Ievgen Zaitsev, Artur Zaporozhets. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XII, 371 p. 175 illus., 117 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Studies in Systems, Decision and Control, 2198-4190 ; 512 Development and Utilization of a Quasi-Dynamic Model for Power System Analysis -- On Effective Use’s Ensuring of High-Voltage Electrical Networks under Non-Full Phase Operational Conditions -- Constrained Multi-Criteria Optimization of the Hydroelectric Power Plant Schedule for Participation in the Day-Ahead Market of Ukraine -- Analysis of Global Trends in the Development of Energy Storage Systems and Prospects for Their Implementation in Ukraine -- Short-Term Forecasting of Imbalances in the IPS of Ukraine -- Air-Gap Sensors for Hydro Generators and Techniques for Air-Gap Eccentricity Fault Detection and Estimation -- Voltage Control in Electrical Grids with Virtual Power Plants with Variable Load on PV Generation. 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. Electric power production. 65675 Electrical engineering. 65586 Electric power distribution. 66068 Electrical Power Engineering. 65867 Electrical and Electronic Engineering. 65588 Energy Grids and Networks. 66069 Kyrylenko, Olexandr. editor. edt http://id.loc.gov/vocabulary/relators/edt 78480 Denysiuk, Serhii. editor. edt http://id.loc.gov/vocabulary/relators/edt 78481 Strzelecki, Ryszard. editor. edt http://id.loc.gov/vocabulary/relators/edt 78482 Blinov, Ihor. editor. edt http://id.loc.gov/vocabulary/relators/edt 78483 Zaitsev, Ievgen. editor. edt http://id.loc.gov/vocabulary/relators/edt 78484 Zaporozhets, Artur. editor. (orcid)0000-0002-0704-4116 https://orcid.org/0000-0002-0704-4116 edt http://id.loc.gov/vocabulary/relators/edt 65591 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031447716 Printed edition: 9783031447730 Printed edition: 9783031447747 Studies in Systems, Decision and Control, 2198-4190 ; 512 https://doi.org/10.1007/978-3-031-44772-3 ZDB-2-ENG ZDB-2-SXE 60623 60623