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Indian Ocean Basin Warming in 2020 Forced by Thermocline Anomalies of the 2019 Indian Ocean Dipole 期刊论文
JOURNAL OF CLIMATE, 2024, 卷号: 37, 期号: 1, 页码: 145-163
作者:  Wang, Jing;  Zhang, Shouwen;  Jiang, Hua;  Yuan, Dongliang
收藏  |  浏览/下载:2/0  |  提交时间:2024/04/07
A novel two-stage seasonal grey model for residential electricity consumption forecasting 期刊论文
ENERGY, 2022, 卷号: 258, 页码: 18
作者:  Du, Pei;  Guo, Ju'e;  Sun, Shaolong;  Wang, Shouyang;  Wu, Jing
收藏  |  浏览/下载:10/0  |  提交时间:2023/02/07
Daily tourism demand forecasting: the impact of complex seasonal patterns and holiday effects 期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
作者:  Liu, Yunhao;  Feng, Gengzhong;  Chin, Kwai-Sang;  Sun, Shaolong;  Wang, Shouyang
收藏  |  浏览/下载:205/0  |  提交时间:2022/06/21
Differing roles of base and fast flow in ensemble seasonal streamflow forecasting: An experimental investigation 期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 591, 页码: 12
作者:  Huang, Zeqing;  Zhao, Tongtiegang;  Liu, Yang;  Zhang, Yongyong;  Jiang, Tao
收藏  |  浏览/下载:12/0  |  提交时间:2021/03/15
Spatial characteristics of deep-developed boundary layers and numerical simulation applicability over arid and semi-arid regions in Northwest China 期刊论文
Atmosphere, 2019, 卷号: 10, 期号: 4
作者:  Ma, Minjin;  Tan, Ziyuan;  Ding, Fan;  Chen, Yue;  Yang, Yi
收藏  |  浏览/下载:7/0  |  提交时间:2020/11/14
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  
An improved seasonal rolling grey forecasting model using a cycle truncation accumulated generating operation for traffic flow 期刊论文
Applied Mathematical Modelling, 2017, 卷号: 51, 页码: 386-404
作者:  Xiao, Xinping;  Yang, Jinwei*;  Mao, Shuhua;  Wen, Jianghui
收藏  |  浏览/下载:9/0  |  提交时间:2019/12/04
Forecasting monthly energy production of small hydropower plants in ungauged basins using grey model and improved seasonal index 期刊论文
JOURNAL OF HYDROINFORMATICS, 2017, 卷号: 19, 页码: 993-1008
作者:  Cheng, Chun-Tian;  Miao, Shu-Min;  Luo, Bin;  Sun, Yong-Jun
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/03
A combined model based on seasonal autoregressive integrated moving average and modified particle swarm optimization algorithm for electrical load forecasting 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 卷号: 32, 期号: 5, 页码: 3447-3459
作者:  Ma, Tao;  Wang, Fen;  Wang, Jianzhou;  Yao, Yukai;  Chen, Xiaoyun
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/15
Modelling a combined method based on ANFIS and neural network improved by DE algorithm: A case study for short-term electricity demand forecasting 期刊论文
APPLIED SOFT COMPUTING, 2016, 卷号: 49, 页码: 663-675
作者:  Yang, Yi;  Chen, Yanhua;  Wang, Yachen;  Li, Caihong;  Li, Lian
收藏  |  浏览/下载:6/0  |  提交时间:2017/01/16


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