An Independent Component Analysis Approach for Wide-Area Monitoring of Power System Disturbances
Sign Up to like & getrecommendations! Published in 2020 at "Electric Power Components and Systems"
DOI: 10.1080/15325008.2020.1797930
Abstract: Abstract Wide-area power system monitoring based on phasor measurement units allows collecting a set of physical variables for evaluating the system security and stability, as well as for detecting power system disturbances. However, trends, noise… read more here.
Keywords: power system; system; system disturbances; power ... See more keywords
Mathematical Morphology-Based Sensing of Power System Disturbances Using PCA-Aided Support Vector Machine
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2024.3389047
Abstract: This article introduces a methodology of mathematical morphology (MM)-based power system disturbances (PSDs) sensing using principal component analysis (PCA)-aided support vector machine (SVM). The PSD data is acquired from a real-time laboratory-based isolated distributed generator… read more here.
Keywords: system; mathematical morphology; system disturbances; pca ... See more keywords
Modeling the Impact of System Disturbances on Grid-Connected DFIG Using Dynamic Phasor FEM
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Industry Applications"
DOI: 10.1109/tia.2023.3299251
Abstract: A co-simulation study of a wind-driven Doubly Fed Induction Generator (DFIG) and its connected power system is presented in this paper to study the generator performance under network disturbances. In order to accurately model core-saturation… read more here.
Keywords: system; system disturbances; grid connected; dynamic phasor ... See more keywords