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科研机构
兰州理工大学 [4]
内容类型
期刊论文 [4]
发表日期
2022 [4]
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A novel short-term load forecasting method based on mini-batch stochastic gradient descent regression model
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Lizhen, Wu
;
Yifan, Zhao
;
Gang, Wang
;
Xiaohong, Hao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/07/20
Batch data processing
Big data
Electric power plant loads
Forecasting
Gradient methods
K-means clustering
Regression analysis
Stochastic models
Big data analyze
Distributed parallel computing
Load forecasting
Map-reduce
Map-reduce framework
Mini-batch stochastic gradient descent
Regression modelling
Short term load forecasting
Stochastic gradient descent
Stochastic gradient descent algorithm
An adaptive-based control law for accurate frequency restoration and economic load dispatch in microgrid with clock drifts
期刊论文
Energy Reports, 2022, 卷号: 8, 页码: 1340-1348
作者:
Liu, Bin
;
Feng, Yiwei
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/04/21
Clocks
Decentralized control
Distributed parameter control systems
Disturbance rejection
Electric load dispatching
Electric power plant loads
Energy resources
Microgrids
Scheduling
System stability
Adaptive Control
Clock drift
Control laws
Distributed-control
Economic dispatch problems
Economic load dispatch
Frequency regulations
Frequency restorations
Microgrid
Multi energy
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
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  |  
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
Distributionally Robust Optimal Dispatch Method Considering Mining of Wind Power Statistical Characteristics
期刊论文
Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2022, 卷号: 46, 期号: 2, 页码: 33-42
作者:
Xu, Chaoran
;
Xu, Xiaoyuan
;
Yan, Zheng
;
Li, Hengjie
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  |  
浏览/下载:11/0
  |  
提交时间:2022/04/21
Affine transforms
Electric load dispatching
Linear programming
Principal component analysis
Probability distributions
Stochastic systems
Ambiguity set
Data driven
Distributionally robust optimization
Economical dispatch
Power output
Probability: distributions
Robust optimization
Robust optimization method
Uncertainty
Wind power output
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