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Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
期刊论文
ENERGY, 2023, 卷号: 263, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-e
;
Li, Yanzhao
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/02/07
Short -term load forecasting
Time series modeling
Dynamic decomposition-reconstruction tech
nique
Neural networks
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
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:12/0
  |  
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
Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty
期刊论文
Dianwang Jishu/Power System Technology, 2020, 卷号: 44, 期号: 12, 页码: 4530-4538
作者:
Bao, Guangqing
;
Zhou, Jiawu
;
Ma, Ming
;
Wang, Ningbo
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  |  
浏览/下载:2/0
  |  
提交时间:2022/02/17
Optimization
Uncertainty analysis
Wind power
Confidence probability
Constraint generation
Frequency division
Optimal dispatching
Power fluctuations
Random fluctuation
Robust optimization models
Uncertainty distributions
Evolutionary analysis for residential consumer participating in demand response considering irrational behavior
期刊论文
Energies, 2019, 卷号: 12, 期号: 19
作者:
Liu, Xiaofeng
;
Wang, Qi
;
Wang, Wenting
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  |  
浏览/下载:12/0
  |  
提交时间:2020/11/14
Computation theory
Game theory
Housing
Smart power grids
Demand response
Irrational behavior
Markov state
Noncooperative game
Population evolution
Research on distributed cooperative optimisation control strategy for active distribution network based on combine-then-adapt diffusion algorithm
期刊论文
JOURNAL OF ENGINEERING-JOE, 2019, 期号: 16, 页码: 1911-1917
作者:
Wu, Lizhen
;
Jiang, Libo
;
Hao, Xiaohong
;
Zheng, Tianwen
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  |  
浏览/下载:0/0
  |  
提交时间:2022/03/01
distributed control
optimisation
power distribution faults
distribution networks
multi-agent systems
distributed power generation
power generation control
power distribution control
distributed hierarchical control method
networked system
distribution generator
adaptive adjacency matrix
fusion matrix
active power optimisation dispatching
active distribution network
combine-then-adapt diffusion algorithm
IEEE14-bus distribution test system
distributed cooperative optimisation control strategy
highly intermittent renewable generations
distributed cooperative optimisation operation strategy
distributed agents
distributed generators
distributed sparse network
A Distribution System State Estimation Analysis Considering the Dynamic Load Effect
期刊论文
IEEE Region 10 Annual International Conference, Proceedings/TENCON, 2019, 卷号: 2018-October, 页码: 2485-2489
作者:
Zhang, Bing
;
Ma, Linlin
;
Liu, Xiaoliang
;
Liu, Guanhong
;
Yang, Wenjia
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/11
distribution system
dynamic load model
ERL
State Estimation
WLS
Day-Ahead Hourly Forecasting of Solar Generation Based on Cluster Analysis and Ensemble Model
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 112921-112930
作者:
Pan, Cheng
;
Tan, Jie
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/16
Cluster analysis
ensemble model
ridge regression
solar generation forecasting
Optimal dispatching and game analysis of power grid considering demand response and pumped storage
期刊论文
Systems Science and Control Engineering, 2018, 卷号: 6, 期号: 3, 页码: 270-277
作者:
Ji, Xingquan
;
Li, Yao
;
Yu, Yongjin
;
Fan, Shuxian
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/11
A Distribution System State Estimation Analysis Considering the Dynamic Load Effect
会议论文
IEEE-Region-10 Conference (IEEE TENCON), OCT 28-31, 2018
作者:
Zhang, Bing
;
Ma, Linlin
;
Liu, Xiaoliang
;
Liu, Guanhong
;
Yang, Wenjia
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/31
State Estimation
distribution system
WLS
dynamic load model
ERL
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