A WOA-CNN-BiLSTM-based multi-feature classification prediction model for smart grid financial markets

Introduction: Smart grid financial market forecasting is an important topic in deep learning. The traditional LSTM network is widely used in time series forecasting because of its ability to model and forecast time series data. However, in long-term time series forecasting, the lack of historical da...

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Bibliographic Details
Main Authors: Guofeng Ni, Xiaoyuan Zhang, Xiang Ni, Xiaomei Cheng, Xiangdong Meng
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1198855/full