Comprehensive Review on Detection and Classification of Power Quality Disturbances in Utility Grid With Renewable Energy Penetration
Gajendra Singh Chawda,Abdul Gafoor Shaik,Mahmood Shaik,Sanjeevikumar Padmanaban,Jens Bo Holm-Nielsen,Om Prakash Mahela,Palanisamy Kaliannan +6 more
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TLDR
A critical review of techniques used for detection and classification PQ disturbances in the utility grid with renewable energy penetration is presented, to provide various concepts utilized for extraction of the features to detect and classify the P Q disturbances even in the noisy environment.Abstract:
The global concern with power quality is increasing due to the penetration of renewable energy (RE) sources to cater the energy demands and meet de-carbonization targets. Power quality (PQ) disturbances are found to be more predominant with RE penetration due to the variable outputs and interfacing converters. There is a need to recognize and mitigate PQ disturbances to supply clean power to the consumer. This article presents a critical review of techniques used for detection and classification PQ disturbances in the utility grid with renewable energy penetration. The broad perspective of this review paper is to provide various concepts utilized for extraction of the features to detect and classify the PQ disturbances even in the noisy environment. More than 220 research publications have been critically reviewed, classified and listed for quick reference of the engineers, scientists and academicians working in the power quality area.read more
Citations
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Journal ArticleDOI
Sustainable development of renewable energy integrated power sector: Trends, environmental impacts, and recent challenges.
TL;DR: In this article , the authors provide an up-to-date review of the most recent global trend of various renewable energy integrations into the power sector and discuss the role of RE integration in sustainable development.
Journal ArticleDOI
Near-Optimal PI Controllers of STATCOM for Efficient Hybrid Renewable Power System
Mohamed I. Mosaad,Haitham Saad Mohamed Ramadan,Mansour Aljohani,Mohamed F. El-Naggar,Sherif S. M. Ghoneim +4 more
TL;DR: In this paper, the static synchronous compensator (STATCOM) is considered for both improving the performance of a hybrid system, which contains WECS and photovoltaics (PVs) against wind gusts and maintaining the continuous operations of RESs during three-phase fault occur at the point of common coupling (PCC) between the RESs and the grid.
Journal ArticleDOI
A Critical Analysis of Methodologies for Detection and Classification of Power Quality Events in Smart Grid
TL;DR: In this paper, the authors present an exhaustive survey of detection and classification of power quality disturbances by discussing signal processing techniques and artificial intelligence tools with their respective pros and cons, with the viewpoint of the types of power input signal (synthetic/real/noisy), preprocessing tools, feature selection methods, artificial intelligence techniques and modes of operation (online/offline).
Journal ArticleDOI
A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification
TL;DR: The proposed hybrid convolutional neural network method is a novel approach that covers the steps of an expert examining a signal and its classification performance is relatively high compared to other methods, the computational complexity is almost the same.
Proceedings ArticleDOI
Optimal feature and decision tree based classification of power quality disturbances in distributed generation systems
TL;DR: In this paper, the authors provided an improved power quality (PQ) disturbances classification, which were associated with load changes and environmental factors, by employing support vector machines (SVM) and decision tree classifiers.
References
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Proceedings ArticleDOI
Recognition of Power Quality Disturbances Based on T-S Fuzzy Logic
Liu Xiaosheng,Liu Bo +1 more
TL;DR: The T-S fuzzy inference mechanism is proposed in this paper, of which equalized universe method is used to determine the membership function parameters and universe division and results show the effectiveness of the proposed method.
Journal ArticleDOI
Open Phase Detection in DER Operation by Using Power Quality Data Analytics
Chun Li,Robert Reinmuller +1 more
TL;DR: A wide variety of naturally occurred open phase events recorded by power quality meters in DER commercial operations are presented and practical detection guidelines based on waveform signature analytics are suggested.
The IEEE Grid Interconnection Standard: How Will it Affect Wind Power?
H.J. Green,T. Wind +1 more
TL;DR: In this paper, the authors describe the standard-writing process and highlight technical issues critical to wind power, with the intent of soliciting feedback from an encouraging broader participation by the wind industry.
Book ChapterDOI
Time Frequency Analysis and Classification of Power Quality Events Using Bacteria Foraging Algorithm
S. Jagadeesh,Birendra Biswal +1 more
TL;DR: This paper proposes a novel method Modified Hilbert Huang Transform which is the combination of empirical-mode decomposition (EMD) and Hilbert transform with an equivalent window for Time frequency analysis.
Book ChapterDOI
Recognition of Disturbances Related to Electric Power Quality Using MLP Networks
Ivan Nunes da Silva,Danilo Hernane Spatti,Rogério Andrade Flauzino,Luisa Helena Bartocci Liboni,Silas Franco dos Reis Alves +4 more
TL;DR: The technical and scientific evaluation of power quality (PQ) had a great advance after the use of intelligent systems.