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ANN and ANFIS techniques for Automatic Voltage Regulation | IEEE Conference Publication | IEEE Xplore

ANN and ANFIS techniques for Automatic Voltage Regulation


Abstract:

A synchronous generator voltage regulator that operates automatically. Every electrical device that needs stabilization and regulation uses it. a piece of electrical equi...Show More

Abstract:

A synchronous generator voltage regulator that operates automatically. Every electrical device that needs stabilization and regulation uses it. a piece of electrical equipment that controls the AVR’s generator output terminal voltage automatically to keep it at a set value when the load is fluctuating This paper compares PID Controllers to show rising time, overshoot, and undershoot in line with different research paper evaluations. This article combines artificial neural networks (ANN) and fuzzy interference to create the adaptive neuro-fuzzy interference system (ANFIS). In this paper, we work on AVR using different techniques to improve the controller’s simulation result.
Date of Conference: 26-28 May 2023
Date Added to IEEE Xplore: 10 July 2023
ISBN Information:
Conference Location: Belgaum, India

References

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