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科研机构
兰州理工大学 [3]
自动化研究所 [1]
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
Distributed response strategy of electric heating loads based on temperature queue sorting
期刊论文
Electric Power Systems Research, 2022, 卷号: 211
作者:
Li, Shoudong
;
Bao, Guangqing
;
Zhang, Xiaoying
;
Wu, Guodong
;
Ren, Bing
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  |  
浏览/下载:19/0
  |  
提交时间:2022/07/20
Distributed parameter control systems
Electric heating
Electric power transmission networks
Queueing theory
Systems engineering
Centralised
Demand response
Distributed
Electric heating load
Heating load
Power grids
Response strategies
Safe operation
Stable operation
Temperature queue sorting
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
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  |  
浏览/下载:24/0
  |  
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
Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 123-134
作者:
Yanni Wan
;
Jiahu Qin
;
Xinghuo Yu
;
Tao Yang
;
Yu Kang
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  |  
浏览/下载:72/0
  |  
提交时间:2021/11/03
Demand response management (DRM)
Markovian decision process (MDP)
Monte Carlo simulation
reinforcement learning (RL)
smart grid
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