Short-Term Power Load Forecasting Based on ICEEMDAN-GRA-SVDE-BiGRU and Error Correction Model

The significance of short-term power load forecasting extends to grid dispatching and future planning. To address the issues of nonlinear characteristics and poor prediction accuracy of original power load, a hybrid short-term power load forecasting method was proposed based on Improved Complete Ens...

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Bibliographic Details
Published in:	IEEE access Vol. 11; pp. 110060 - 110074
Main Authors:	Li, Lianbing, Jing, Ruixiong, Zhang, Yanliang, Wang, Lanchao, Zhu, Le
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy bidirectional gated recurrent unit (BiGRU) Differential evolutionary algorithm Empirical analysis Error correction Error correction & detection Evolutionary algorithms Evolutionary computation Forecasting GRA Heuristic algorithms ICEEMDAN Load forecasting Load modeling Mathematical models Neural networks Optimization Prediction algorithms Predictive models short-term power load forecasting
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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