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Fault Diagnosis in Power Generators: A Comparative Analysis of Machine Learning Models
Big Data and Cognitive ComputingPower generators are one of the critical assets of power grids. The early detection of faults in power generators is essential to prevent cutoffs of the electrical supply in the power grid.
Quetzalli Amaya-Sanchez +4 more
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Simulation-based post-fault analysis in WECS using DFIG systems under an unbalanced fault scenario
Journal of Applied Research in Technology & Engineering, 2023 Fault analysis in an integrated Wind Energy Conversion System (WECS) is the highest priority factor to be taken into account for distributed generation (DG).
Muzamil Hussain Wadho +3 more
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Coordinated Control of Wind Energy Conversion System during Unsymmetrical Fault at Grid
Energies, 2022 High penetration of wind power into the grid necessitates the coordinated action of wind energy conversion systems and the grid. A suitable generation control is required to fulfill the grid integration requirements, especially during faults.
Hemant Ahuja +4 more
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PEMFCs Model-Based Fault Diagnosis: A Proposal Based on Virtual and Real Sensors Data Fusion
Sensors, 2023 Proton Exchange Membrane Fuel Cells (PEMFCs) are critical components in renewable hybrid systems, demanding reliable fault diagnosis to ensure optimal performance and prevent costly damages.
Eduardo Ariza +2 more
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Machines, 2022 Penetration of renewable energy resources in modern power systems has increased rapidly. The integration of different renewable and nonrenewable resources for the purpose of electricity generation is referred to as Distributed Generation (DG) units.
Ameer Hamza +3 more
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Energies, 2022 Renewable energy-based power generation technologies are becoming more and more popular since they represent alternative solutions to the recent economic and environmental problems that modern society is facing.
Arturo Y. Jaen-Cuellar +3 more
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Vibration Suppression of an Input-Constrained Wind Turbine Blade System
Mathematics, 2023 During the actual wind power generation process, wind turbines are often affected by side effects such as blade vibrations, input constraints, and actuator faults.
Liang Cao, Shuangyin Liu
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Energies, 2023 Renewable power generation has increased in recent years, which has led to a decrease in the use of synchronous generators (SGs). These power plants are mainly connected to the power system through electronic converters.
Juan Dolado Fernández +3 more
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Fault-tolerant control of inverter for the integration of solar PV under abnormal conditions
The Journal of Engineering, 2020 Solar photovoltaic (PV) is a prominent technology for the generation of electricity and its utility is on the rise. The PV-based generation facilities are susceptible to faults which if mismanaged, can result in an interruption in the supply of load ...
Anahita Moradmand +4 more
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Fault-Location Scheme for Power Distribution System with Distributed Generation [PDF]
IEEE Transactions on Power Delivery, 2015 This paper presents a novel fault-location scheme for unbalanced power distribution system in the presence of distributed generation (DG). The proposed scheme first identifies the possible fault locations using a new formulation of the impedance-based method.
Alwash, S.F. +2 more
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