Power System Oscillation Mode Prediction Based on the Lasso Method

Power System Oscillation Mode Prediction Based on the Lasso Method

This paper utilizes modern statistical and machine learning methodology to predict the oscillation mode of interest in complex power engineering systems. The damping ratio of the electromechanical oscillation mode is formulated as a function of the power of the generators and loads as well as bus vo...

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Bibliographic Details
Main Authors: Weike Mo, Jiaqing Lv, Miroslaw Pawlak, Udaya D. Annakkage, Haoyong Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Small-signal stability
electromechanical oscillations
system identification
mode damping prediction
Lasso
sparse modeling machine learning
Online Access:https://ieeexplore.ieee.org/document/9036957/

Internet

https://ieeexplore.ieee.org/document/9036957/

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