Effect of Dynamic Load Model on the System Stability and Estimation of Model Parameters by UKF

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Doroudi Aref; Noori Hanie

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Journal: IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP) Year:2018 | Volume:6 | Issue:2 (12) Page(s): 25-33

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Title

Effect of Dynamic Load Model on the System Stability and Estimation of Model Parameters by UKF

Author(s)

Doroudi Aref | Noori Hanie | Issue Writer Certificate

Keywords

Load ModelingQ1

Parameter EstimationQ2

Dynamic Load ModelsQ1

Unscented Kalman FilterQ2

Abstract

Power Systems are continuously exposed to large and small disturbances. Disturbances can stimulate the electrical modes of power system and produce transient oscillations in system quantities. The precise modeling of all equipment including loads is very important for power system stability analysis. In this paper, the effect and importance of different load models on the load angle stability of a typical power network are first shown. It will be shown that Dynamic load model is necessary for stability analysis. Then, the parameters of the chosen dynamic model are estimated using Unscented Kalman Filter (UKF) and "Event Playback" method. Voltage and frequency of the busbar after occurrence of an event are injected to the bus and the parameters are estimated.

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APA: Copy

Doroudi, Aref, & Noori, Hanie. (2018). Effect of Dynamic Load Model on the System Stability and Estimation of Model Parameters by UKF. IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP), 6(2 (12) ), 25-33. SID. https://sid.ir/paper/226147/en

Vancouver: Copy

Doroudi Aref, Noori Hanie. Effect of Dynamic Load Model on the System Stability and Estimation of Model Parameters by UKF. IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP)[Internet]. 2018;6(2 (12) ):25-33. Available from: https://sid.ir/paper/226147/en

IEEE: Copy

Aref Doroudi, and Hanie Noori, “Effect of Dynamic Load Model on the System Stability and Estimation of Model Parameters by UKF,” IRANIAN ELECTRIC INDUSTRY JOURNAL OF QUALITY AND PRODUCTIVITY (IEIJQP), vol. 6, no. 2 (12) , pp. 25–33, 2018, [Online]. Available: https://sid.ir/paper/226147/en

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