POWER QUALITY ENHANCEMENT USING ARTIFICIAL NEURAL NETWORK (ANN) BASED DYNAMIC VOLTAGE RESTORER (DVR)

The power quality, which can affect consumers and their utility, is a key concern of modern power system.The sensitive equipment is damaged by voltage harmonics, sag and swell.Therefore, as usage of sensitive equipment has been increasing, power quality is essential for reliable and secure operation of the power system in modern times.The potential distribution flexible AC transmission system (D-FACTS) device, a dynamic voltage restorer (DVR), is widely used to address problems with non-standard voltage in the distribution system.It induces voltages to preserve the voltage profile and ensures continuous load voltage.The voltage sag and swell is compensated by DVR with an artificial neural network (ANN) controller.For the generation of reference voltage for voltage source converter (VSC) switching, and for the voltage conversion from rotating vectors to stationary frame, synchronous reference frame (SRF) theory is applied.The DVR Control Strategy and its performance is simulated using MATLAB Power Quality Enhancement Using Artificial Neural Network (ANN) Based Dynamic Voltage Restorer (DVR) https://iaeme.com/Home/journal/IJEPES 2

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Publication Details

Published
2024-12-26
DOI
https://doi.org/10.34218/ijepes_01_02_001
Primary Topic
Power Quality and Harmonics
Type
article
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article

POWER QUALITY ENHANCEMENT USING ARTIFICIAL NEURAL NETWORK (ANN) BASED DYNAMIC VOLTAGE RESTORER (DVR)

S. A. Sivasankari, Asha Shivaji Gadhave, Malad H.M, Patil Vijay Jagannath
Power Quality and Harmonics
article

POWER QUALITY ENHANCEMENT USING ARTIFICIAL NEURAL NETWORK (ANN) BASED DYNAMIC VOLTAGE RESTORER (DVR)

S. A. Sivasankari, Asha Shivaji Gadhave, Malad H.M, Patil Vijay Jagannath
article en

Abstract

The power quality, which can affect consumers and their utility, is a key concern of modern power system.The sensitive equipment is damaged by voltage harmonics, sag and swell.Therefore, as usage of sensitive equipment has been increasing, power quality is essential for reliable and secure operation of the power system in modern times.The potential distribution flexible AC transmission system (D-FACTS) device, a dynamic voltage restorer (DVR), is widely used to address problems with non-standard voltage in the distribution system.It induces voltages to preserve the voltage profile and ensures continuous load voltage.The voltage sag and swell is compensated by DVR with an artificial neural network (ANN) controller.For the generation of reference voltage for voltage source converter (VSC) switching, and for the voltage conversion from rotating vectors to stationary frame, synchronous reference frame (SRF) theory is applied.The DVR Control Strategy and its performance is simulated using MATLAB Power Quality Enhancement Using Artificial Neural Network (ANN) Based Dynamic Voltage Restorer (DVR) https://iaeme.com/Home/journal/IJEPES 2

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Power Quality and Harmonics
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