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An adaptive and reliable protection scheme for critical fault detection in IEC microgrid considering dissimilar AC faults and weather-based random scenarios
The rapid fault isolation is the necessity for the proficient operation of the microgrid because it can increase resiliency of the system by...
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LSTM-based low-impedance fault and high-impedance fault detection and classification
In this article, a long short-term memory based protection scheme for power transmission lines is presented. A fault detection framework is developed...
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Smart Segregation and Defect Detection of Nuts for Fasteners Industries
This paper presents the design and fabrication of economically viable nut segregation and defect detection machine for fasteners industries. This...
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Fault location based on FastICA and fuzzy C-means clustering for single-phase-to-ground fault in the compensated distribution network
A new method for fault location during a single-phase-to-ground fault in the compensated distribution network is proposed in this paper. The method...
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Integrating Distributed Generation and Advanced Deep Learning for Efficient Distribution System Management and Fault Detection
Distribution system voltage profile management at each bus and fault detection and classification are often challenged by complex and changing...
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ANN and Voltage-Drop Hybrid Method for Fault Location in Electrical Power Distribution Systems
Electric power distribution systems (EPDS) play a vital role in modern society. Efficient and precise restoration is crucial when distribution...
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A novel protection scheme for microgrid feeders using differential positive sequence apparent power features
Fault detection is a tedious task in a microgrid due to the integration of distributed generations. This article presents a differential positive...
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Single-Phase-to-Ground Fault Line Detection in Distribution System Based on CNN-GRU
In view of the difficulty of extracting the single-phase ground fault（SPGF） features and the low accuracy of existing detection methods a wavelet...
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Review on High-Impedance Fault Detection Techniques
In distribution power systems, high-impedance fault (HIF) is termed the most familiar turbulence. Corrosion, damaged conductors and loose connections...
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An ANFIS-based approach to locate arc fault in smart grid using phasor measurement units (PMU)
Smart grids experience hundreds of Arc faults every year. Due to the low current range of high impedance (arc) faults, it is difficult to detect and...
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A New Variational Mode Decomposition-Based Passive Islanding Detection Strategy for Hybrid Distributed Renewable Generations
In this article, we develop a novel passive islanding detection strategy for a hybrid distributed generation (DG) system that uses variational mode...
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A Study on Fault Detection, Localization, and Classification Strategies in Modern Distribution Grid
Due to increasing focus on climate change and stress on carbon neutrality the role of renewable energy is continuously increasing. With the...
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Proposed Application for Rate of Change of Phasor Voltage in Fault Detection and Coordination Studies in MV Distribution Networks
Selectivity, reliability and security of electrical distribution systems are important issues in modern power systems. The protection coordination...
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A random forest-based approach for fault location detection in distribution systems
Finding the fault location in distribution network is difficult in comparison to transmission network based upon high branching and high impedances...
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A novel fault location method for the active distribution network based on dynamic quantum genetic algorithm
The fault location of an active distribution network is a vital analysis to prevent major outages in the power system. Considering the influence of...
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Material-Adaptive Anomaly Detection Using Property-Concatenated Transfer Learning in Wire Arc Additive Manufacturing
Wire arc additive manufacturing is a promising additive manufacturing process because of its high deposition rate, and material diversity. However,...
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Online fault detection and classification of 3-phase long transmission line using machine learning model
The rapid growth of power systems around the world has improved the complexity of power networks. It has become a challenging task to ensure a...
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Alternating current microgrid protection method utilizing photovoltaic low-voltage ride-through characteristics
The increasingly popular inverter distributed generation in microgrids is leading to changes in system fault characteristics. The fault behaviors of...
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A Dynamic-SUGPDS Model for Faults Detection and Isolation of Underground Power Cable Based on Detection and Isolation Algorithm and Smart Sensors
This paper proposes a SUGPDS model based on Detection and Isolation algorithm and smart sensors, namely micro phasor measurement unit, smart sensing...
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Recent Advances in Cyberattack Detection and Mitigation Techniques for Renewable Photovoltaic Distributed Energy CPS
Cyberattacks targeted to the energy cyber-physical system (ECPS), also known as the smart grid, could interrupt the electricity supply with major...