Data Mining Applications to Power System Voltage Security Assessment | Real Time Fast Voltage Security Assessment Using Fuzzy Decision Trees

Sonali Paunikar (u. a.)

ISBN 10: 6206146553 / ISBN 13: 9786206146551

Published by LAP LAMBERT Academic Publishing, 2023

About this Item

Data Mining Applications to Power System Voltage Security Assessment | Real Time Fast Voltage Security Assessment Using Fuzzy Decision Trees | Sonali Paunikar (u. a.) | Taschenbuch | Englisch | 2023 | LAP LAMBERT Academic Publishing | EAN 9786206146551 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.

Seller Inventory # 126739424

Bibliographic Details

• Title: Data Mining Applications to Power System Voltage Security Assessment | Real Time Fast Voltage Security Assessment Using Fuzzy Decision Trees
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2023
• Language: English
• ISBN 10: 6206146553
• ISBN 13: 9786206146551
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 11D millimeters 220 millimeters width by 150 millimeters height by 11 millimeters depth
• Weight: 274 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.