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期刊论文 [5]
会议论文 [2]
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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
;
Xiaohong, Hao
收藏
|
浏览/下载：20/0
|
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 Short-Term Load Forecasting Method Based on GRU-CNN Hybrid Neural Network Model
期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020
作者:
Wu, Lizhen
;
Kong, Chun
;
Hao, Xiaohong
;
Chen, Wei
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浏览/下载：14/0
|
提交时间：2020/06/16
Clustering algorithms
Complex networks
Convolutional neural networks
Electric power plant loads
Forecasting
Mean square error
Research and application of a hybrid model based on multi-objective optimization for electrical load forecasting
期刊论文
APPLIED ENERGY, 2016, 卷号: 180, 页码: 213-233
作者:
Xiao, LY
;
Shao, W
;
Wang, C
;
Zhang, KQ
;
Lu, HY
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浏览/下载：4/0
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提交时间：2017/01/12
Short term load forecasting (STLF)
Multi-objective optimization
Hybrid forecasting model
Multi-objective firefly algorithm (MOFA)
Techniques of applying wavelet de-noising into a combined model for short-term load forecasting
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 卷号: 62, 页码: 816-824
作者:
Wang, JJ
;
Wang, JZ
;
Li, YN
;
Zhu, SL
;
Zhao, J
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浏览/下载：2/0
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提交时间：2015/12/16
STLF
Wavelet de-noising
SARIMA
BPNN
Combined model
WDCM
Application of the largest Lyapunov exponent and non-linear fractal extrapolation algorithm to short-term load forecasting
其他
2012-01-01
Wang, Jianzhou
;
Jia, Ruiling
;
Zhao, Weigang
;
Wu, Jie
;
Dong, Yao
收藏
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浏览/下载：2/0
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提交时间：2015/11/12
ELECTRICITY PRICES
DYNAMICS
SYSTEMS
RECONSTRUCTION
DIMENSION
MODELS
SERIES
DELAY
CHAOS
Application of GMDH to Short-Term Load Forecasting
会议论文
International Conference on Control Systems (ICCS 2012), Hong Kong, PEOPLES R CHINA, MAR 01-02, 2012
作者:
Xu, HY
;
Dong, Y
;
Wu, J
;
Zhao, WG
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浏览/下载：3/0
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提交时间：2015/07/31
Group Method of Data Handling (GMDH)
short-term load forecasting (STLF)
ARIMA
An Improved PSO for Parameter Determination and Feature Selection of SVR and its Application in STLF
期刊论文
JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2010, 卷号: 16, 期号: 6,SI, 页码: 567-584
作者:
Niu, Dong-Xiao[1]
;
Guo, Ying-Chun[2]
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浏览/下载：3/0
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提交时间：2019/12/21
Support vector regression (SVR)
particle swarm optimization (PSO)
simulated annealing (SA)
parameter determination
feature selection
short-term load forecasting (STLF)
Short-term load forecasting based on support vector machines regression
会议论文
作者:
Zhang, MG
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浏览/下载：0/0
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提交时间：2019/11/15
support vector machines(SVM)
short-term load forecasting(STLF)
structural risk minimization (SRM)
BP neural network
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