NEURAL NETWORK BASED CONTROLLER FOR UPS INVERTER APPLICATIONS: UPS Inverter Application Based on Neural Network - Softcover

Goyal, Deepak

 
9786200531933: NEURAL NETWORK BASED CONTROLLER FOR UPS INVERTER APPLICATIONS: UPS Inverter Application Based on Neural Network
Softcover
ISBN 10: 6200531935 ISBN 13: 9786200531933
Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

Uninterruptible power supplies (UPSes) are used to provide back up power to critical loads, where even a temporary power failure causes large economic losses. The UPSes are used in applications like computer installations, process control in chemical plants, and general communication systems. The function of UPS is to provide a high quality sinusoidal voltage and for this it needs to be controlled. Conventional controllers cannot provide the exact sinusoidal output with the nonlinear loads. The artificial neural network controller having an advantage of adaptability to all loads. The neural network controller is built and trained by using patterns obtained from a simulated controller with multiple feedback loops having an idealized load-current reference. The weights and biases are downloaded to neural network controller and then it is used for online control of inverter. This is to achieve low total harmonic distortion and pure sinusoidal output.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
6200531935
ISBN 13 
9786200531933
Einband
Tapa blanda
Anzahl der Seiten
56
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Verantwortliche Person
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