Wind/solar power forecasting using improved LSTM neural networks

Nowadays, new energy become more and more important not only for industry but also for our citizens. How to forecast the wind and solar power correctly is also necessary for power plant. In this dissertation, four kinds of forecasting system based respectively on NARX model, BP neural network model,...

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Bibliographic Details
Main Author: Liu, Shixian
Other Authors: Ponnuthurai N. Suganthan
Format: Theses and Dissertations
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/78572
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Institution: Nanyang Technological University
Language: English