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清华大学 [14]
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期刊论文 [52]
会议论文 [27]
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Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
期刊论文
ENERGY, 2023, 卷号: 263, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Yanzhao
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Lizhen, Wu
;
Yifan, Zhao
;
Gang, Wang
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/07/20
Batch data processing
Big data
Electric power plant loads
Forecasting
Gradient methods
K-means clustering
Regression analysis
Stochastic models
Big data analyze
Distributed parallel computing
Load forecasting
Map-reduce
Map-reduce framework
Mini-batch stochastic gradient descent
Regression modelling
Short term load forecasting
Stochastic gradient descent
Stochastic gradient descent algorithm
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Short-term load forecasting of long-short term memory neural network based on genetic algorithm
会议论文
Wuhan, China, October 30 - November 1, 2020
作者:
Li WT(李婉婷)
;
Zang CZ(臧传治)
;
Liu D(刘鼎)
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/03/14
load forecasting
long-short term neural networks
genetic algorithm
learning rate
iteration number
Short-term electricity load forecasting using a mapreduce-based elman networks with coarse-grained parallel genetic optimization
会议论文
Dali, China, December 6, 2019 - December 8, 2019
作者:
Bao, Guangqing
;
Liu, Fuchao
;
He, Xin
;
Zhang, Gang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/11/15
Agricultural robots
Biomimetics
Efficiency
Electric power plant loads
Forecasting
Genetic algorithms
Neural networks
Robotics
Coarse-grained parallels
Electrical load forecasting
Elman neural network
Elman neural networks (ENN)
Map-reduce
Meteorological information
Short-term electrical loads
Short-term electricity load forecasting
Bi-directional long short-term memory method based on attention mechanism and rolling update for short-term load forecasting
期刊论文
International Journal of Electrical Power and Energy Systems, 2019, 卷号: Vol.109, 页码: 470-479
作者:
Wang, S.
;
Wang, X.
;
Wang, D.
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  |  
浏览/下载:58/0
  |  
提交时间:2019/11/21
Artificial intelligence
Attention mechanism
Bi-directional long short-term memory
Deep learning
Load forecasting
Rolling update
Holographic Ensemble Forecasting Method for Short-Term Power Load
期刊论文
IEEE Transactions on Smart Grid, 2019, 卷号: Vol.10 No.1, 页码: 425-434
作者:
Mo Zhou
;
Min Jin
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/13
Forecasting
Load modeling
Predictive models
Training
Load forecasting
Load management
Correlation
Short-term load forecasting
holographic ensemble forecasting method
multi-source data
diversity sampling
multiple heterogeneous models
online second learning
Short-term load forecasting based on wavelet neural network with adaptive mutation bat optimization algorithm
期刊论文
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2019, 卷号: 14, 期号: 3, 页码: 376-382
作者:
Zhang, Bo
;
Liu, Wei
;
Li, Shengtao
;
Wang, Weiguo
;
Zou, Hao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
adaptive mutation
wavelet neural network (WNN)
bat algorithm (BA)
short-term load forecasting
Holographic Ensemble Forecasting Method for Short-Term Power Load
期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2019, 卷号: Vol.10 No.1, 页码: 425-434
作者:
Zhou, M
;
Jin, M
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/17
Short-term load forecasting
holographic ensemble forecasting method
multi-source data
diversity sampling
multiple heterogeneous models
online second learning
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