Data Mining Applications to Power System Voltage Security Assessment

Name: Data Mining Applications to Power System Voltage Security Assessment
Brand: LAP LAMBERT Academic Publishing
SKU: 9786206146551
Price: 294.98 PLN
Availability: InStock

Autor: Narayan Prasad Patidar

Język:

Oprawa: Miękka

Wydawca: LAP LAMBERT Academic Publishing

Dostępność: Dostępna u dostawcy

Wysyłamy za 5-8 dni

294.98 zł

Voltage security assessment is an integral part of the modern Energy Management System. The traditio...

Informacje o książce

Autor

Narayan Prasad Patidar

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2023

strony

172

EAN

9786206146551

ISBN

6206146553

Enbook ID

43133490

Wydawca

LAP LAMBERT Academic Publishing

Waga

274

Wymiary

150 x 220 x 11

Pełny opis

Voltage security assessment is an integral part of the modern Energy Management System. The traditional methods of contingency selection based on approximate or full AC load flow are either inaccurate or time consuming. To overcome these difficulties, development of fast, accurate and transparent voltage security assessment tools is required, so that in real-time, potentially dangerous operating conditions can be identified quickly and necessary corrective actions can be initiated within the given time frame of interest. Machine learning is a broad area of artificial intelligence, which is concerned with design and development of algorithms and techniques that allow computers to learn. Data mining is one of the branches of machine learning which uses past data for prediction of future results. In this book, data mining tools like fuzzy decision trees and case-based reasoning (CBR) is discussed in detail for application to voltage security assessment in power systems.

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