Prediction Model for the DC Flashover Voltage of a Composite Insulator Based on a BP Neural Network

Prediction Model for the DC Flashover Voltage of a Composite Insulator Based on a BP Neural Network

To be able to predict the DC flashover characteristics of composite insulators, a four-layer BP neural network model is established with composite insulator shed structure parameters as the input. Three algorithms (gradient descent with momentum, RMSProp gradient descent, and Adam gradient descent)...

Full description

Bibliographic Details
Main Authors: Zhenan Zhou, Haowei Li, Silun Wen, Chuyan Zhang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Energies
Subjects:
composite insulator
DC flashover performance
shed optimization
BP neural network
Online Access:https://www.mdpi.com/1996-1073/16/2/984

Internet

https://www.mdpi.com/1996-1073/16/2/984

Similar Items