Continuous wavelet transform;
Discrete wavelet transform;
Fourier transform;
Short-time Fourier transform;
Power quality disturbances;
VOLTAGE SAG;
SYSTEM;
CLASSIFICATION;
PERFORMANCE;
SCHEME;
D O I:
10.1038/s41598-024-53792-9
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Electric power utilities must ensure a consistent and undisturbed supply of power, with the voltage levels adhering to specified ranges. Any deviation from these supply specifications can lead to malfunctions in equipment. Monitoring the quality of supplied power is crucial to minimize the impact of fluctuations in voltage. Variations in voltage or current from their ideal values are referred to as "power quality (PQ) disturbances," highlighting the need for vigilant monitoring and management. Signal processing methods are widely used for power system applications which include understanding of voltage disturbance signals and used for retrieval of signal information from the signals Different signal processing methods are used for extracting information about a signal. The method of Fourier analysis involves application of Fourier transform giving frequency information. The method of Short-Time Fourier analysis involves application of Short-Time Fourier transform (STFT) giving time-frequency information. The method of continuous wavelet analysis involves application of Continuous Wavelet transform (CWT) giving signal information in terms of scale and time where frequency is inversely related to scale. The method of discrete wavelet analysis involves application of Discrete Wavelet transform (DWT) giving signal information in terms of approximations and details where approximations and details are low and high frequency representation of original signal. In this paper, an attempt is made to perceive power quality disturbances in MATLAB using Fourier, Short-Time Fourier, Continuous Wavelet and Discrete Wavelet Transforms. Proper understanding of the signals can be possible by transforming the signals into different domains. An emphasis on application of signal processing techniques can be laid for power quality studies. The paper compares the results of each transform using MATLAB-based visualizations. The discussion covers the advantages and disadvantages of each technique, providing valuable insights into the interpretation of power quality disturbances. As the paper delves into the complexities of each method, it takes the reader on a journey of signal processing complexities, culminating in a nuanced understanding of power quality disturbances and their representations across various domains. The outcomes of this research, elucidated through energy values, 3D plots, and comparative analyses, contribute to a comprehensive understanding of power quality disturbances. The findings not only traverse theoretical domains but also find practical utility in real-world scenarios.
机构:
Politecn Milan, Dipartimento Matemat, Via E Bonardi 9, I-20133 Milan, ItalyChapman Univ, Schmid Coll Sci & Technol, One Univ Dr, Orange, CA 92866 USA
De Martino, Antonino
论文数: 引用数:
h-index:
机构:
Diki, Kamal
Struppa, Daniele C.
论文数: 0引用数: 0
h-index: 0
机构:
Chapman Univ, Schmid Coll Sci & Technol, Math, One Univ Dr, Orange, CA 92866 USAChapman Univ, Schmid Coll Sci & Technol, One Univ Dr, Orange, CA 92866 USA
机构:
Aalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, FinlandAalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, Finland
Ramkumar, Pavan
Hyvarinen, Aapo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Helsinki, Helsinki Inst Informat Technol, Dept Math & Stat, FIN-00014 Helsinki, FinlandAalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, Finland
Hyvarinen, Aapo
Parkkonen, Lauri
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, Finland
INSERM CEA NeuroSpin, Cognitive Neuroimaging Unit, Gif Sur Yvette, FranceAalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, Finland
Parkkonen, Lauri
Hari, Riitta
论文数: 0引用数: 0
h-index: 0
机构:
Aalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, FinlandAalto Univ, Low Temp Lab, Brain Res Unit, FIN-02150 Espoo, Finland
Hari, Riitta
17TH INTERNATIONAL CONFERENCE ON BIOMAGNETISM ADVANCES IN BIOMAGNETISM - BIOMAG2010,
2010,
28
: 215
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