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A Novel Probabilistic Method for Under Frequency Load Shedding Setting Considering Wind Turbine Response.
- Source :
- IEEE Transactions on Power Delivery; Aug2022, Vol. 37 Issue 4, p2640-2649, 10p
- Publication Year :
- 2022
-
Abstract
- The Under Frequency Load Shedding (UFLS) is the last automated action to restore power system frequency stability when a severe contingency causes a significant drop in the frequency of interconnection or islanded areas. In this paper, a novel probabilistic algorithm that considers the wind turbine frequency response is proposed to design and optimize the UFLS scheme. The uncertainties of power systems such as wind speed, hourly load, inertia time constant, and generation losses are taken into account. The Monte-Carlo Simulation (MCS) method is used to model the power system uncertainties. Additionally, a novel method is developed to calculate the power system frequency response and accelerate the multistage UFLS scheme optimization processes. In this method, a time-independent formulation for power system frequency response is utilized to reduce the computational complexity. More than Twenty different UFLS plans are designed using the proposed probabilistic algorithm. Besides, some time-domain simulations are carried on the modified IEEE 39-bus test system to investigate the performance of the designed UFLS schemes. Results indicate that designed UFLS schemes provide stable frequency response and improve the power system frequency stability. [ABSTRACT FROM AUTHOR]
- Subjects :
- FREQUENCY stability
MONTE Carlo method
WIND speed
WIND turbines
TEST systems
Subjects
Details
- Language :
- English
- ISSN :
- 08858977
- Volume :
- 37
- Issue :
- 4
- Database :
- Complementary Index
- Journal :
- IEEE Transactions on Power Delivery
- Publication Type :
- Academic Journal
- Accession number :
- 158186358
- Full Text :
- https://doi.org/10.1109/TPWRD.2021.3113284