Icing Forecasting of High Voltage Transmission Line Using Weighted Least Square Support Vector Machine with Fireworks Algorithm for Feature Selection

Icing Forecasting of High Voltage Transmission Line Using Weighted Least Square Support Vector Machine with Fireworks Algorithm for Feature Selection

Accurate forecasting of icing thickness has great significance for ensuring the security and stability of the power grid. In order to improve the forecasting accuracy, this paper proposes an icing forecasting system based on the fireworks algorithm and weighted least square support vector machine (W...

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Bibliographic Details
Main Authors: Tiannan Ma, Dongxiao Niu
Format: Article
Language:English
Published: MDPI AG 2016-12-01
Series:Applied Sciences
Subjects:
Icing forecasting
Fireworks algorithm
Least square support vector machine
Feature selection
Online Access:http://www.mdpi.com/2076-3417/6/12/438

Internet

http://www.mdpi.com/2076-3417/6/12/438

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