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Multistep Wind Speed Forecasting Based on a Hybrid Model of VMD and Nonlinear Autoregressive Neural Network
期刊论文
JOURNAL OF MATHEMATICS, 2021, 卷号: 2021, 页码: -
作者:
Zheng, Yuqiao
;
Dong, Bo
;
Liu, Yuhan
;
Tong, Xiaolei
;
Wang, Lei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/12
A hybrid VMD-BiGRU model for rubber futures time series forecasting
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Wu, Yiqiong
;
Wang, Lin
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  |  
浏览/下载:69/0
  |  
提交时间:2020/01/10
BiGRU
Rubber futures
Time series
VMD
Volatility prediction
A multivariate short-term traffic flow forecasting method based on wavelet analysis and seasonal time series
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 10, 页码: 3827-3838
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
;
Guo, Yirong
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2019/11/15
Hybrid method
Traffic flow
Short-term forecasting
Wavelet analysis
Multivariate
Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 9, 页码: 2457-2476
作者:
Yin, Zhenliang
;
Feng, Qi
;
Wen, Xiaohu
;
Deo, Ravinesh C.
;
Yang, Linshan
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  |  
浏览/下载:59/0
  |  
提交时间:2019/10/09
River flow forecasting
Support vector regression
Multivariate adaptive regression spline
M5Tree model
Data-driven model
A hybrid short-term traffic flow forecasting model based on time series multifractal characteristics
期刊论文
APPLIED INTELLIGENCE, 2018, 卷号: 48, 期号: 8, 页码: 2429-2440
作者:
Zhang, Hong
;
Wang, Xiaoming
;
Cao, Jie
;
Tang, Minan
;
Guo, Yirong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/15
Hybrid model
Traffic flow
Multifractal characteristics
Short-term forecasting
Periodic regression
Volatility analysis
Model of Output Power of Photovoltaic Station Based on Grey Theory and Neural Network
会议论文
作者:
Feng, Wenxuan
;
Wang, Tong
;
Tong, Huan
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/11/15
short-term-ahead forecasting
PV output forecasting model
grey system theory
neural network
Real-time observation, early warning and forecasting phytoplankton blooms by integrating in situ automated online sondes and hybrid evolutionary algorithms
期刊论文
ECOLOGICAL INFORMATICS, 2014, 卷号: 22, 期号: -, 页码: 44-51
作者:
Ye, Lin
;
Cai, Qinghua
;
Zhang, Min
;
Tan, Lu
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  |  
浏览/下载:26/0
  |  
提交时间:2015/01/20
Early warning
Eutrophication
Hybrid evolutionary algorithm
Phytoplankton blooms
Real-time observation
Three Gorges Reservoir
Multiscale prediction of wind speed and output power for the wind farm
期刊论文
Journal of Control Theory and Applications, 2012, 卷号: 10, 期号: 2, 页码: 251-258
作者:
Wang, Xiaolan
;
LI, Hui
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  |  
浏览/下载:16/0
  |  
提交时间:2020/11/14
Electric utilities
Forecasting
Signal processing
Support vector machines
Wavelet decomposition
Wavelet transforms
Wind
Wind power
Empirical Mode Decomposition
Least square support vector machines
Least squares support vector machines
Long-term prediction
Mean absolute percentage error
Meteorologic factors
Multiscale predictions
Recursive least square (RLS)
Ultra-short-term ahead generating power forecasting for PV system based on Markov Chain for error series
期刊论文
Advanced Materials Research, 2012, 卷号: 347-353
作者:
Deng, Changhong
;
Chen, Tiantian
;
Zhang, Xiangyu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Ultra-Short-Term Ahead Generating Power Forecasting for PV System Based on Markov Chain for Error Series
会议论文
作者:
Chen, Tiantian
;
Zhang, Xiangyu
;
Deng, Changhong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Photovoltaic generation
Prediction on insolation
Power forecasting in PV system
Time series of error
Sunny-day-model
Markov Chain
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