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Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection
Journal article
Fu, Tonglin, Zhang, Shenghui. Wind speed forecast based on combined theory, multi-objective optimisation, and sub-model selection[J]. SOFT COMPUTING, 2022, 26(24), 13615-13638.
Authors:
Fu, Tonglin
;
Zhang, Shenghui
Favorite
|
TC[WOS]:
1
TC[Scopus]:
1
IF:
3.1
/
3.2
|
Submit date:2023/01/30
Wind Energy
Wind Speed Forecasting
Sub-model Selection
Combined Model
Multi-objective Optimisation
Wind speed forecasting based on hybrid model with model selection and wind energy conversion
Journal article
Chen Wang, Shenghui Zhang, Peng Liao, Tonglin Fu. Wind speed forecasting based on hybrid model with model selection and wind energy conversion[J]. RENEWABLE ENERGY, 2022, 196, 763-781.
Authors:
Chen Wang
;
Shenghui Zhang
;
Peng Liao
;
Tonglin Fu
Favorite
|
TC[WOS]:
16
TC[Scopus]:
18
IF:
9.0
/
8.1
|
Submit date:2022/08/02
Model Selection
Wind Power Conversion
Hybrid Models
Wind Speed Forecasting
Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory
Journal article
Shenghui Zhang, Chen Wang, Peng Liao, Ling Xiao, Tonglin Fu. Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 193.
Authors:
Shenghui Zhang
;
Chen Wang
;
Peng Liao
;
Ling Xiao
;
Tonglin Fu
Favorite
|
TC[WOS]:
37
TC[Scopus]:
41
IF:
7.5
/
7.6
|
Submit date:2022/05/13
Betz's Theory
Fuzzy C-means Cluster
Model Selection Strategy
Modified Multi-objective Algorithm
Wind Speed Forecasting
Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China
Journal article
Wang, Chen, Zhang, Shenghui, Xiao, Ling, Fu, Tonglin. Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China[J]. ENERGY CONVERSION AND MANAGEMENT, 2021, 243, 114402.
Authors:
Wang, Chen
;
Zhang, Shenghui
;
Xiao, Ling
;
Fu, Tonglin
Favorite
|
TC[WOS]:
47
TC[Scopus]:
49
IF:
9.9
/
9.8
|
Submit date:2021/12/08
Combined Forecasting Model
Model Selection
Multi-objective Algorithm
Wind Energy Conversion
Electrical load forecasting: A deep learning approach based on K-nearest neighbors
Journal article
Dong, Yunxuan, Ma, Xuejiao, Fu, Tonglin. Electrical load forecasting: A deep learning approach based on K-nearest neighbors[J]. Applied Soft Computing, 2021, 99, 106900.
Authors:
Dong, Yunxuan
;
Ma, Xuejiao
;
Fu, Tonglin
Favorite
|
TC[WOS]:
75
TC[Scopus]:
91
IF:
7.2
/
7.0
|
Submit date:2021/12/07
Deep Learning Approach
Electrical Load Interval Forecasting
K-nearest Neighbors
Kernel Density Estimation
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
Journal article
Dong, Yunxuan, Wang, Jing, Xiao, Ling, Fu, Tonglin. Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target[J]. Energy, 2021, 215, 119180.
Authors:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
Favorite
|
TC[WOS]:
19
TC[Scopus]:
23
IF:
9.0
/
8.2
|
Submit date:2021/12/07
Convolutional Neural Networks
Hybrid Forecast Approach
Optimization Algorithm
Wind Speed Forecasting
Application and research for electricity price forecasting system based on multi-objective optimization and sub-models selection strategy
Journal article
Fu, Tonglin, Zhang, Shenghui, Wang, Chen. Application and research for electricity price forecasting system based on multi-objective optimization and sub-models selection strategy[J]. Soft Computing, 2020, 24(20), 15611-15637.
Authors:
Fu, Tonglin
;
Zhang, Shenghui
;
Wang, Chen
Favorite
|
TC[WOS]:
9
TC[Scopus]:
11
IF:
3.1
/
3.2
|
Submit date:2021/12/06
Combined Model
Electricity Prices
Hybrid Forecasting System
Sub-models Selection Strategy