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科研机构
兰州理工大学 [15]
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期刊论文 [10]
会议论文 [5]
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2022 [2]
2021 [5]
2019 [1]
2018 [1]
2016 [1]
2012 [4]
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专题:兰州理工大学
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A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
Wind Speed Short-Term Prediction Based on Empirical Wavelet Transform, Recurrent Neural Network and Error Correction
期刊论文
Journal of Shanghai Jiaotong University (Science), 2022
作者:
Zhu, Changsheng
;
Zhu, Lina
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/08/09
Brain
Elman neural networks
Error correction
Forecasting
Multilayer neural networks
Speed
Stochastic systems
Wavelet transforms
Wind power
Wind speed
A
Deep long short term memory network
Empirical wavelet transform
Error correction strategy
Errors correction
Memory network
TM 614
Wavelets transform
Wind speed
Wind speed prediction
A hybrid method for short-term wind speed forecasting based on Bayesian optimization and error correction
期刊论文
JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2021, 卷号: 13, 期号: 3
作者:
Guo, Xiuting
;
Zhu, Changsheng
;
Hao, Jie
;
Zhang, Shengcai
;
Zhu, Lina
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/10/14
Error correction
Forecasting
Machine learning
Speed
Wavelet transforms
Wind power
Bayesian optimization algorithms
Error correction models
Extreme learning machine
Hyper-parameter optimizations
Large-scale wind power
Prediction performance
Short-term wind speed forecasting
Wind speed prediction
Multistep Wind Speed Forecasting Based on a Hybrid Model of VMD and Nonlinear Autoregressive Neural Network
期刊论文
JOURNAL OF MATHEMATICS, 2021, 卷号: 2021, 页码: -
作者:
Zheng, Yuqiao
;
Dong, Bo
;
Liu, Yuhan
;
Tong, Xiaolei
;
Wang, Lei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/12
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
期刊论文
Energy, 2021, 卷号: 215
作者:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/12/18
Convergence of numerical methods
Convolutional neural networks
Cost functions
Forecasting
Heuristic algorithms
Optimization
Time series
Wind powerComputation complexity
Convergence problems
Convexity-preserving
Heuristic optimization algorithms
Multiple-objective optimization
Optimal parameter
Wind speed forecasting
Wind speed time series
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
会议论文
作者:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/12/18
Convergence of numerical methods
Convolutional neural networks
Cost functions
Forecasting
Heuristic algorithms
Optimization
Time series
Wind powerComputation complexity
Convergence problems
Convexity-preserving
Heuristic optimization algorithms
Multiple-objective optimization
Optimal parameter
Wind speed forecasting
Wind speed time series
Wind Power Short-Term Forecasting Model Based on the Hierarchical Output Power and Poisson Re-Sampling Random Forest Algorithm
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 6478-6487
作者:
Hao, Jie
;
Zhu, Changsheng
;
Guo, Xiuting
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/02
Decision trees
Economics
Electric power system interconnection
Electric utilities
Predictive analytics
Random forests
Statistical tests
Weather forecasting
Wind power
Chi-square tests
Classification models
Random forest algorithm
Real time characteristics
Short term prediction
Short-term forecasting
Short-term wind power forecasting
Wind power predictions
Short-Term Wind Speed Forecasting Model based on Local Comparison and Mean Circular Tube
期刊论文
International Journal of Performability Engineering, 2019, 卷号: 15, 期号: 6, 页码: 1672-1683
作者:
Bai, Xuezong
;
An, Zongwen
;
Hou, Yunfeng
;
Gao, Jianxiong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2020/11/14
Electric load dispatching
Electric power transmission networks
Errors
Forecasting
Speed
Turbomachine blades
Circular tubes
Error forecasting
Local comparison
Short-term wind speed forecasting
State probability
Adaptive Detection and Preprocessing Method for Abnormal Wind Speed of Wind Farm Based on Deep Boltzmann Machine
期刊论文
Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2018, 卷号: 33, 页码: 205-212
作者:
Lin, Jie
;
Wu, Butuo
;
Chen, Wei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2020/11/14
Anomaly detection
Data acquisition
Data handling
Forecasting
Hidden Markov models
Signal processing
Speed
Statistics
Stochastic systems
Wind power
Data acquisition system
Deep boltzmann machines
Empirical Mode Decomposition
Outlier identification
Pre-processing method
Prediction accuracy
Pretreatment methods
Wind speed sequences
Adaptive detection and correction method for anomalous wind speed
会议论文
19-1#, Jiangong Road, Xi'an, China, October 25, 2016 - October 28, 2016
作者:
Chen, Wei
;
Wu, Butuo
;
Pei, Xiping
;
Yan, Hongqiang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2020/11/15
Data acquisition
Forecasting
Hidden Markov models
Interpolation
Radial basis function networks
Stochastic systems
Systematic errors
Wind power
Auto-regressive integrated moving average
Cubic-spline interpolation
Data acquisition system
Empirical Mode Decomposition
Empirical mode decomposition method
Forecasting accuracy
Identification method
Wind speed sequences
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