A Novel Concept of Grid Power Control Using Artificial Intelligence

Language: English

Published by LAP LAMBERT Academic Publishing Jan 2024, 2024

6207460154 / 9786207460151

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This item is printed on demand - Print on Demand Titel. Neuware -This book presents the control strategy and steady-state model analysis of a grid-connected wind-photovoltaic (PV) hybrid power system that is proposed. PV power, wind power, and an intelligent power controller make up the system. PV generation systems with non-linear characteristics were subjected to an analysis of their performance using the General Regression Neural Network (GRNN) method. A radial basis function network-sliding mode (RBFNSM) method with good performance for online training is developed to determine the turbine speed in order to maximize wind power extraction.The intelligent controller is made up of a GRNN for maximum power point tracking (MPPT) control and an RBFNSM for rapid and steady power control response. The PV system uses GRNN, and the wind turbine's pitch angle is regulated by RBFNSM. The output signal is used to drive the boost converters in order to achieve the MPPT. The findings of the simulation verify that the suggested hybrid generation system can produce high efficiency when MPPT is used.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 52 pp. Englisch.

Seller Inventory # 9786207460151

Title
A Novel Concept of Grid Power Control Using Artificial Intelligence
Author
Dhanraj Daphale
Publisher
LAP LAMBERT Academic Publishing Jan 2024
Publication year
2024
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6207460154
ISBN 13
9786207460151
Item weight
96 grams
Dimensions
220x150x4 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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