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科研机构
兰州大学 [3]
中南大学 [3]
北京大学 [1]
湖南农业大学 [1]
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期刊论文 [7]
会议论文 [1]
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2019 [1]
2018 [3]
2017 [1]
2016 [2]
2014 [1]
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energy & f... [1]
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Smart wind speed deep learning based multi-step forecasting model using singular spectrum analysis, convolutional Gated Recurrent Unit network and Support Vector Regression
期刊论文
RENEWABLE ENERGY, 2019, 卷号: 143, 页码: 842-854
作者:
Liu, Hui*
;
Mi, Xiwei
;
Li, Yanfei
;
Duan, Zhu
;
Xu, Yinan
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/23
Wind speed forecasting
Singular spectrum analysis
Convolutional gated recurrent unit network
Support vector regression
Time series
Deep learning
Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm
期刊论文
Energy Conversion and Management, 2018, 卷号: 156, 页码: 525-541
作者:
Liu, Hui
;
Duan, Zhu
;
Han, Feng-ze
;
Li, Yan-fei*
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2019/12/03
NWP
numerical weather prediction
CS
Cuckoo search
FS
fuzzy system
WRF
weather research and forecasting
KF
Kalman filter
ARIMA
auto-regressive integrated moving average
ARCH
autoregressive conditional heteroskedasticity
ANN
artificial neural networks
SVM
support vector machine
CRO
Coral Reefs optimization algorithm
ELM
extreme learning machine
MFNN
multi-layer feed-forward neural network
SPSA
simultaneous perturbation stochastic approximation
HM
Hammerstein Model
AR
auto-regressive
AdaBoost
adaptive boosting
MLP
multilayer perceptron
DNN-MRT
deep neural network based meta regression and transfer learning
WD
wavelet decomposition
FEEMD
fast ensemble empirical mode decomposition
EMD
empirical mode decomposition
WPD
wavelet packet decomposition
SSA
singular spectrum analysis
BFGS
Broyden–Fletcher–Goldfarb–Shanno Quasi-Newton Back Propagation
LSSVM
least square support vector machine
PSOGSA
partial swarm optimization combined with gravitational search algorithm
FCM
fuzzy C-means
EEMD
ensemble empirical mode decomposition
SampEn
sample entropy
VMD
variational mode decomposition
MAdaBoost
Modified AdaBoost.RT
WF
wavelet filter
MAE
mean absolute error
MAPE
mean absolute percentage error
RMSE
root mean squared error
CWT
continuous wavelet transform
DWT
discrete wavelet transform
LMD
local mean decomposition
ADMM
alternate direction method of multipliers
Big multi-step wind speed forecasting
Wavelet decomposition
Variational mode decomposition
Sample entropy
Modified adaBoost.RT
Wavelet filter
Comparison of two new intelligent wind speed forecasting approaches based on Wavelet Packet Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Artificial Neural Networks
期刊论文
Energy Conversion and Management, 2018, 卷号: 155, 页码: 188-200
作者:
Liu, Hui
;
Mi, Xiwei
;
Li, Yanfei*
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2019/12/03
Wind speed forecasting
Wavelet packet decomposition
Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
Artificial Neural Network
ANN
Artificial Neural Network
AR
Auto Regressive
ARIMA
Auto Regressive Integrated Moving Average
BA
Bat Algorithm
BP
Back-propagation Neural Network
CEEMDAN
Complete Ensemble Empirical Mode Decomposition
CG
Conjugate Gradient
CLSFPA
Flower Pollination Algorithm with Chaotic Local Search
CNN
Convolutional Neural Network
CS
Compressive Sensing
CSA
Cuckoo Search Algorithm
EEMD
Ensemble Empirical Mode Decomposition
ESM
Exponential Smoothing Method
FA
Firefly Algorithm
FAC
First-order Adaptive Coefficient
GA
Genetic Algorithm
GRNN
General Regression Neural Network
HBSA
Hybrid Backtracking Search Algorithm
HWM
Holt-Winters Model
IMFs
Intrinsic Mode Functions
IS
Input parameter Selection
KF
Kalman filter
LSSVM
Least Square Support Vector Machine
MAE
Mean Absolute Error
MAPE
Mean Absolute Percentage Error
MLP
Multilayer Perceptron Neural Network
MOBA
Multi Objective Bat Algorithm
NNCT
No Negative Constraint Theory
NSGA
Non-dominated Sorting Genetic Algorithm
OVMD
Optimized Variational Mode Decomposition
PSO
Particle Swam Optimization
PSOSA
Particle Swarm Optimization based on Simulated Annealing
PSR
Phase Space Reconstruction
RBF
Radial Basis Function Neural Network
RMSE
Root Mean Square Error
SAC
Second-order Adaptive Coefficient
SAM
Seasonal Adjustment Method
SDA
Secondary Decomposition Algorithm
SEA
Seasonal Exponential Adjustment
SOM
Self-Organizing feature Maps
SSA
Singular Spectrum Analysis
SVR
Support Vector Regression
VMD
Variational Mode Decomposition
v-SVM
v-Support Vector Machine
WD
Wavelet Decomposition
WPD
Wavelet Packet Decomposition
Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM
期刊论文
Energy Conversion and Management, 2018, 卷号: 159, 页码: 54-64
作者:
Liu, Hui*
;
Mi, Xiwei
;
Li, Yanfei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/03
Wind speed forecasting
Variational mode decomposition
Singular spectrum analysis
Deep learning
Long short term memory network
Extreme learning machine
Multi-step wind speed forecasting based on a hybrid forecasting architecture and an improved bat algorithm
期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2017
Xiao, Liye
;
Qian, Feng
;
Shao, Wei
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/12/03
Hybrid forecasting architecture
Improved bat algorithm
Singular spectrum analysis, wind speed forecasting
ARTIFICIAL NEURAL-NETWORKS
EMPIRICAL MODE DECOMPOSITION
SUPPORT VECTOR MACHINES
MULTIOBJECTIVE OPTIMIZATION
INSPIRED ALGORITHM
ELECTRICAL-POWER
WAVELET PACKET
TIME-SERIES
PREDICTION
CLASSIFICATION
A Hybrid Method Based on Singular Spectrum Analysis, Firefly Algorithm, and BP Neural Network for Short-Term Wind Speed Forecasting
期刊论文
ENERGIES, 2016, 卷号: 9, 期号: 1-10
作者:
Gao, YY
;
Qu, C
;
Zhang, KQ
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/05/09
hybrid method
short-term wind speed series forecasting
forecasting accuracy
neural network
artificial intelligence
optimization algorithm
A Hybrid Multi-Step Rolling Forecasting Model Based on SSA and Simulated Annealing-Adaptive Particle Swarm Optimization for Wind Speed
期刊论文
SUSTAINABILITY, 2016, 卷号: 8, 期号: 8
作者:
Du, P
;
Jin, Y
;
Zhang, KQ
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2017/01/16
renewable and sustainable energy
multi-step rolling wind speed forecasting
singular spectrum analysis
APSOSA algorithm
Multivariate linear wind speed forecast method based on the SSA and WRF model
会议论文
2013 2nd International Conference on Sustainable Energy and Environmental Engineering, ICSEEE 2013, Shenzhen, China, December 28, 2013 - December 29, 2013
作者:
Zhao, Yan Ru
;
Zhang, Hong Li
;
Su, Zhong Yue
;
Zhang, Wen Yu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2017/01/18
Weather forecasting
Electric power generation
Energy conservation
Forecasting
Linear regression
Mean square error
Spectrum analysis
Wind
Wind power
Electric power development
MLR
Multiple linear regressions
Root mean square errors
Singular spectrum analysis
SSA
Wind speed
WRF
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