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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:38/0  |  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  
Parallel Implementation of Simultaneous Perturbation Stochastic Approximation with Adaptive Step Sizes 会议论文
PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND SYSTEMS (ICACS 2018), 2018-01-01
作者:  Fan, Yue;  Liu, Tiegang
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/30
Effect of shape parameterization on aerodynamic shape optimization with SPSA algorithm 会议论文
26th International Conference on Parallel Computational Fluid Dynamics, ParCFD 2013, Changsha, China, 2013-05-20
作者:  Wang, Zheng;  Yu, Shengjiao;  Liu, Tiegang
收藏  |  浏览/下载:5/0  |  提交时间:2020/01/06
Maximum Wind Power Tracking Control Based on Simultaneous Perturbation Stochastic Approximation Algorithm 期刊论文
Automation of Electric Power Systems, 2012, 卷号: Vol.36 No.24, 页码: 34-38
作者:  Kuang, Honghai;  Wu, Zhengqiu;  Li, Shengqing
收藏  |  浏览/下载:10/0  |  提交时间:2020/01/05
Hybrid genetic-SPSA algorithm based on random fuzzy simulation for chance-constrained programming 会议论文
2nd International Conference on Fuzzy Systems and Knowledge Discovery, Changsha, PEOPLES R CHINA, 2005
作者:  Ning, YF;  Tang, WS;  Wang, H
收藏  |  浏览/下载:1/0  |  提交时间:2019/11/21
MPPT of Doubly-fed Induction Generator in Wind Farm Using SPSA Algorithm 会议论文
PROGRESS IN RENEWABLE AND SUSTAINABLE ENERGY, PTS 1 AND 2, 662, 2013
作者:  Kuang, HH;  Wu, ZQ;  Li, SQ
收藏  |  浏览/下载:2/0  |  提交时间:2020/01/05
wind  power  generation  SPSA  DFIG  MPPT  


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