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CORC

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A new method to mitigate data fluctuations for time series prediction 期刊论文
APPLIED MATHEMATICAL MODELLING, 2019, 卷号: 65, 页码: 390-407
作者:  Li, Chong;  Yang, Yingjie;  Liu, Sifeng
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/21
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  
Electricity Price Forecasting for Nord Pool Data 会议论文
作者:  Beigaite, Rita;  Krilavicius, Tomas;  Man, Ka Lok
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/26
Case study for investigating groundwater and the future of mountain spring discharges in Southern Italy 期刊论文
Journal of Mountain Science, 2017, 卷号: 14, 期号: 9, 页码: 1791-1800
作者:  Nazzareno DIODATO;  Gianni BELLOCCHI;  Francesco FIORILLO;  Gerardo VENTAFRIDDA
收藏  |  浏览/下载：15/0  |  提交时间：2017/10/09
Dynamic Performance of Service-manufacturing Hybrid Supply Chain with Two Forecasting Methods 会议论文
5th International Conference on Frontiers of Manufacturing Science and Measuring Technology (FMSMT), 2017-01-01
作者:  Wang, Weiwei[1];  Hong, Yue[2];  Zhang, Zaifang[3]
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/26
Fault Prediction and Damage Determination Method for Brushless DC Motor Based on ES-GM 会议论文
Annual Reliability and Maintainability Symposium (RAMS), Orlando, FL, 2017-01-23
作者:  Xuan, Jinquan;  Wang, Xiaohong;  Wang, Lizhi;  Zhao, Xinlei;  Yao, Jun
收藏  |  浏览/下载：3/0  |  提交时间：2019/12/30
A double-level combination approach for demand forecasting of repairable airplane spare parts based on turnover data 期刊论文
COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 卷号: 110, 页码: 92-108
作者:  Guo, Feng;  Diao, Jun;  Zhao, Qiuhong;  Wang, Dexin;  Sun, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/30
Reducing service stress of the injection-molded polycarbonate window by optimizing mold construction and product structure 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 卷号: 86, 页码: 1691-1704
作者:  Wang, Xinyu;  Li, Zheng
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/09
全球陆地保护区发展趋势和布局变化分析 学位论文
硕士, 北京: 中国科学院研究生院, 2015
作者:  范边
收藏  |  浏览/下载：40/0  |  提交时间：2016/07/20
Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions 期刊论文
Energy Conversion and Management, 2015, 卷号: 92, 页码: 67-81
作者:  Liu, Hui*;  Tian, Hong-Qi;  Li, Yan-Fei;  Zhang, Lei
收藏  |  浏览/下载：21/0  |  提交时间：2019/12/03
AA  Apriori Algorithm  RBF  Radial Basis Functions  SVR  Support Vector Regression  WDF  Weibull Distribution Function  MSM  Markov Switching Model  BI  Bayesian Interface  PM  Persistent Model  AR  Auto Regressive  ANN  artificial neural networks  BSBM  Bayesian Structural Break Model  KRRM  Kernel Ridge Regression Method  ALS  Active Learning Strategies  SAA  Seasonal Adjustment Algorithm  ESM  Exponential Smoothing Method  MLP  Multilayer Perceptron  BP  Back Propagation  KSF  Kalman Short-term Filtering  NWP  Numerical Weather Prediction  GA  Genetic Algorithm  PSO  Particle Swarm Optimization  PCA  Principal Component Analysis  FAC  First-order Adaptive Coefficient  SAC  Second-order Adaptive Coefficient  BT  Bayesian Theory  SBM  Structural Break Modeling  UKF  Unscented Kalman Filter  OFM  Organizing Feature Maps  EMD  Empirical Mode Decomposition  WT  Wavelet Transform  SVM  Support Vector Machine  ARIMA  Auto Regressive Integrated Moving Average  MAS  Multiple Architecture System  MLR  Multiple Linear Regression  Adaboost  Adaptive Boosting  GD-ALR-BP  Gradient Descent with Adaptive Learning Rate Back Propagation  GDM-ALR-BP  Gradient Descent with Momentum and Adaptive Learning Rate Back Propagation  CG-BP-FR  Conjugate Gradient Back Propagation with Fletcher-Reeves Updates  BFGS  Broyden–Fletcher–Goldfarb–Shanno  Wind energy  Wind speed forecasting  Wind speed predictions  Adaboost algorithm  Neural networks  

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