Monthly Runoff Prediction Based on Two-Stage CEEMDAN-VMD Decomposition and CPO-Transformer-BiLSTM

English Version Journal Login

您当前的位置：

首页 >

文章列表页 >

更新时间：2026-07-30

- Monthly Runoff Prediction Based on Two-Stage CEEMDAN-VMD Decomposition and CPO-Transformer-BiLSTM
- PEARL RIVER Pages: 1-15(2026)
- 作者机构：
  
  1.林州豫能抽水蓄能有限公司，河南安阳 456500
  2.中国水利水电第十四工程局有限公司，云南昆明 650041
  3.中国电建集团北京勘测设计研究院有限公司，北京 100024
  4.四川大学水利水电学院，四川成都 610041
- 作者简介：
- 基金信息：
- DOI：
  CLC： TV124
- Received：02 June 2026，
  
  Revised：2026-07-10，
  
  Accepted：17 July 2026，
  
  Online First：30 July 2026，
- 稿件说明：
移动端阅览
姜亚涛，周鹏飞，任天笑等.基于CEEMDAN-VMD二次分解与CPO-Transformer-BiLSTM的月径流预测［J］.人民珠江，DOI：10.3969/j.issn.1001-9235.XXXX.XX.001.

JIANG Yatao,ZHOU Pengfei,REN Tianxiao,et al.Monthly Runoff Prediction Based on Two-Stage CEEMDAN-VMD Decomposition and CPO-Transformer-BiLSTM[J].PEARL RIVER,
姜亚涛，周鹏飞，任天笑等.基于CEEMDAN-VMD二次分解与CPO-Transformer-BiLSTM的月径流预测［J］.人民珠江，DOI：10.3969/j.issn.1001-9235.XXXX.XX.001. DOI：

JIANG Yatao,ZHOU Pengfei,REN Tianxiao,et al.Monthly Runoff Prediction Based on Two-Stage CEEMDAN-VMD Decomposition and CPO-Transformer-BiLSTM[J].PEARL RIVER, DOI：10.3969/j.issn.1001-9235...001.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Monthly Runoff Time Series Prediction Based on STL-WPT-RFO-HLSTSVR Model

Improved Monthly Runoff Prediction of OSELM Based on Secondary Decomposition Technique and Optimization of Ten "Bird" Swarm Algorithms

Multi-Layer Perceptron Monthly Runoff Prediction Optimized by EWT Multiple Decomposition and Several New Metaheuristic Algorithms

Monthly Runoff Forecasting Method for Centianhe Reservoir Based on Bayesian Regularized Model

深覆盖层坝基防渗设计及效果分析

Related Author

CUI Dongwen

GUO Tingting

DENG Zhiyu

CUI Dongwen

CAI Liang

BAO Yanfei

CUI Dongwen

QIN Xiangpu

Related Institution

Chuxiong Branch of Yunnan Hydrological and Water Resources Bureau, Chuxiong

Yunnan Province Wenshan Water Bureau, Wenshan

云南省水利水电勘测设计院有限公司

云南省文山州水务局

Qujing Branch of Yunnan Provincial Hydrology and Water Resources Bureau

AI导读

AI问答

⁰