Prediction of Wave Power Generation Using a Convolutional Neural Network with Multiple Inputs

Prediction of Wave Power Generation Using a Convolutional Neural Network with Multiple Inputs

Successful development of a marine wave energy converter (WEC) relies strongly on the development of the power generation device, which needs to be efficient and cost-effective. An innovative multi-input approach based on the Convolutional Neural Network (CNN) is investigated to predict the power ge...

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Bibliographic Details
Main Authors: Chenhua Ni, Xiandong Ma
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Energies
Subjects:
wave energy converter
power prediction
ocean energy
artificial neural network
deep learning
convolutional neural network
Online Access:http://www.mdpi.com/1996-1073/11/8/2097

Internet

http://www.mdpi.com/1996-1073/11/8/2097

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