Power load forecasting based on SMD-Informer-BiLSTM

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Power Grid Operation | 更新时间：2025-11-18

- Power load forecasting based on SMD-Informer-BiLSTM
- “In the field of power load forecasting, researchers have proposed a prediction model based on quadratic mode decomposition and Informer BiLSTM, which effectively improves prediction accuracy and generalization ability, providing reliable data support for power system optimization scheduling.”
- ZHEJIANG ELECTRIC POWER Vol. 44, Issue 10, Pages: 55-68(2025)
- 作者机构：
  
  1.上海电力大学自动化工程学院，上海 200090
  2.国网上海市电力公司金山供电公司，上海 200540
- 作者简介：
- 基金信息：
- DOI：10.19585/j.zjdl.202510005
  CLC：
- Received：27 May 2025，
  
  Revised：2025-06-18，
  
  Published：25 October 2025
- 稿件说明：
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许世欣,李雯婷,彭道刚等.基于二次模态分解与Informer-BiLSTM的电力负荷预测[J].浙江电力,2025,44(10):55-68.

XU Shixin,LI Wenting,PENG Daogang,et al.Power load forecasting based on SMD-Informer-BiLSTM[J].ZHEJIANG ELECTRIC POWER,2025,44(10):55-68.
许世欣,李雯婷,彭道刚等.基于二次模态分解与Informer-BiLSTM的电力负荷预测[J].浙江电力,2025,44(10):55-68. DOI： 10.19585/j.zjdl.202510005.

XU Shixin,LI Wenting,PENG Daogang,et al.Power load forecasting based on SMD-Informer-BiLSTM[J].ZHEJIANG ELECTRIC POWER,2025,44(10):55-68. DOI： 10.19585/j.zjdl.202510005.

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