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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
LateralMoho variations and the geometry of the Main Himalayan Thrust beneath the Nepal Himalayan orogen revealed by teleseismic receiver functions 期刊论文
GEOPHYSICAL JOURNAL INTERNATIONAL, 2018, 卷号: 214, 期号: 2, 页码: 1004-1017
作者:  Xu, Q (Xu, Qiang);  He, P (He, Ping);  Lei, JS (Lei, Jianshe);  Yuan, XH (Yuan, Xiaohui);  Xu, XW (Xu, Xiwei)
收藏  |  浏览/下载:69/0  |  提交时间:2019/05/29
Smart deep learning based wind speed prediction model using wavelet packet decomposition, convolutional neural network and convolutional long short term memory network 期刊论文
Energy Conversion and Management, 2018, 卷号: 166, 页码: 120-131
作者:  Liu, Hui*;  Mi, Xiwei;  Li, Yanfei
收藏  |  浏览/下载:5/0  |  提交时间:2019/12/03
An experimental investigation of three new hybrid wind speed forecasting models using multi-decomposing strategy and ELM algorithm 期刊论文
Renewable Energy, 2018, 卷号: 123, 页码: 694-705
作者:  Liu, Hui;  Mi, Xiwei;  Li, Yanfei*
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/03
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:40/0  |  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
LateralMoho variations and the geometry of the Main Himalayan Thrust beneath the Nepal Himalayan orogen revealed by teleseismic receiver functions 期刊论文
GEOPHYSICAL JOURNAL INTERNATIONAL, 2018, 卷号: Vol.214 No.2, 页码: 1004-1017
作者:  He, Ping;  Lei, Jianshe;  Yuan, Xiaohui;  Xu, Xiwei;  Xu, Qiang
收藏  |  浏览/下载:6/0  |  提交时间:2019/12/26


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