Diagnosing stress disorders using artificial intelligence: An Application of Artificial Immune Systems with Continued Learning - Softcover

Silva Frutuoso De Souza, Simone; Parra Dos Anjos Lima, Fernando

Softcover

ISBN 10: 6204169300 ISBN 13: 9786204169309

Verlag: Our Knowledge Publishing, 2021

Inhaltsangabe

This book is dedicated to the development of a methodology for performing the diagnosis of voltage disturbances in electrical power distribution systems, using artificial immune systems (EIS). This is the proposition of a new paradigm in the EIS environment that confers continuous learning (plasticity). This conception allows the composition of a diagnostic system capable of learning continuously, contemplating new types of disturbances arising from the constant evolution of the electrical sector, without the need to restart the learning process. In this context, two artificial immunological algorithms are used. The main application of this new method is to assist the system operation during disturbances, as well as to supervise the protection system, and to be able to follow the evolution of electrical systems acquiring knowledge continuously. To evaluate the effectiveness and performance of this new method, simulations of voltage disturbances in electrical power distribution systems with 5, 33, 84 and 134 bars were carried out in the ATP/EMTP software. This book was produced by professors Simone Silva Frutuoso de Souza and Fernando Parra dos Anjos Lima.

Details zur Ausgabe

• Verlag: Our Knowledge Publishing
• Erscheinungsdatum: 2021
• ISBN 10: 6204169300
• ISBN 13: 9786204169309
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 112
• Kontakt zum Hersteller: Nicht verfügbar