LAPSE:2023.28844
Published Article
LAPSE:2023.28844
The Polish Practice of Probabilistic Approach in Power System Development Planning
Maksymilian Przygrodzki, Paweł Kubek
April 12, 2023
Power systems can be analyzed using either a deterministic or a probabilistic approach. The deterministic analysis centers on studying the quantities and indicators that characterize the operating states of the power system under strictly defined conditions. However, the long-term horizon of planning analyses, the changes of marketing mechanisms, the development of renewable electricity sources, the leaving from large-scale generation, the growth of smart technology and the increase in consumer awareness make the development of transmission networks a non-deterministic problem. In this article, we propose a planning procedure that takes the probabilistic elements into account. This procedure was developed to take into account the high variability of power flows caused by the generation of renewable sources and international exchange. Such conditions of the power system operation forced a departure from deterministic planning. The new probabilistic approach uses the existing tools and experience gained during subsequent development projects. As part of the probabilistic approach, simulations were carried out using the Latin Hypercube Sampling and Two Point Estimation Method algorithms. These methods effectively reduce the computation time and, at the same time, give satisfactory results. The verification was carried out on a test grid model developed in accordance with the technical standards used in the Polish Power System. Effects were assessed using a deterministic and probabilistic approach. This analysis confirmed the practical possibility of using the probabilistic approach in planning the development of transmission network in Poland. When using a probabilistic approach to predict power flow, the criteria of technical acceptability for a given development variant and the manner in which the strategy is determined are of particular importance.
Keywords
development planning, power system, probabilistic power flow
Suggested Citation
Przygrodzki M, Kubek P. The Polish Practice of Probabilistic Approach in Power System Development Planning. (2023). LAPSE:2023.28844
Author Affiliations
Przygrodzki M: Department of Power System and Control, Faculty of Electrical Engineering, Silesian University of Technology, 44-100 Gliwice, Poland [ORCID]
Kubek P: Department of Power System and Control, Faculty of Electrical Engineering, Silesian University of Technology, 44-100 Gliwice, Poland
Journal Name
Energies
Volume
14
Issue
1
Article Number
E161
Year
2020
Publication Date
2020-12-30
Published Version
ISSN
1996-1073
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PII: en14010161, Publication Type: Journal Article
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LAPSE:2023.28844
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doi:10.3390/en14010161
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Apr 12, 2023
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