Search results for "DFIG"

showing 2 items of 2 documents

Condition Assessment and Analysis of Bearing of Doubly Fed Wind Turbines Using Machine Learning Technique

2023

Condition monitoring of wind turbines is progressively increasing to maintain the continuity of clean energy supply to power grids. This issue is of great importance since it prevents wind turbines from failing and overheating, as most wind turbines with doubly fed induction generators (DFIG) are overheated due to faults in generator bearings. Bearing fault detection has become a main topic targeting the optimum operation, unscheduled downtime, and maintenance cost of turbine generators. Wind turbines are equipped with condition monitoring devices. However, effective and reliable fault detection still faces significant difficulties. As the majority of health monitoring techniques are primar…

SCADA dataControl and OptimizationRenewable Energy Sustainability and the Environmentcondition monitoringEnergy Engineering and Power TechnologyBuilding and ConstructionSettore ING-IND/33 - Sistemi Elettrici Per L'Energiawind turbineDFIGbearingsbearings condition monitoring DFIG K means SCADA data wind turbineElectrical and Electronic EngineeringEngineering (miscellaneous)K meansEnergy (miscellaneous)Energies
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Distribution grid analysys through PSAT open source tools

2015

In this paper a study of an electrical distribution grid with presence of renewable energy sources performed using the Power System Analysis Tool is presented. The paper describes the load flow analysis of a real existing grid owned by the Italian DSO “ENEL Distribuzione SpA” and located in an urban area.

Engineeringbusiness.industryRenewable Energy Sustainability and the EnvironmentDistribution gridFuel cellElectrical engineeringLoad balancing (electrical power)Energy Engineering and Power TechnologyPower Sustem Analysis ToolboxWindAutomotive engineeringGrid paritySettore ING-IND/33 - Sistemi Elettrici Per L'EnergiaBase load power plantSmart gridDistributed generationIntermittent energy sourceGrid-connected photovoltaic power systemDFIGGrid energy storagebusinessPhotovoltaic
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