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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
The projection of electric vehicle population growth considering scrappage and technology competition: A case study in Shanghai
期刊论文
Journal of Cleaner Production, 2022, 卷号: 365
作者:
Shi, Yiwei
;
Feng, Donghan
;
Yu, Sumin
;
Fang, Chen
;
Li, Hengjie
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/08/09
Diffusion
Electric power transmission networks
Electric vehicles
Energy utilization
License plates (automobile)
Urban transportation
Vehicle-to-grid
Bass Diffusion Model
Case-studies
Engine vehicle
Global climates
Population growth
Population projection
Power grids
Rapid growth
Scrappage
Technology competitions
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting
期刊论文
ENERGY, 2022, 卷号: 248, 页码: 16
作者:
Hu, Jianming
;
Luo, Qingxi
;
Tang, Jingwei
;
Heng, Jiani
;
Deng, Yuwen
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/02/07
Wind power interval prediction
Temporal convolutional network
Conformalized quantile regression
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
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  |  
浏览/下载:19/0
  |  
提交时间:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Effect of device models on the multiobjective optimal operation of CCHP microgrids considering shiftable loads
期刊论文
APPLIED ENERGY, 2020, 卷号: 275, 页码: 19
作者:
Cui, Qiong
;
Ma, Peipei
;
Huang, Lei
;
Shu, Jie
;
Luv, Jie
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  |  
浏览/下载:42/0
  |  
提交时间:2020/10/30
CCHP microgrid
Shiftable loads
Partial load ratio model
Constant efficiency model
Multiple optimization objectives
Heat-to-electricity ratio
Energy management strategy and capacity optimization for CCHP system integrated with electric-thermal hybrid energy storage system
期刊论文
INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2020, 卷号: 44, 期号: 2, 页码: 1125-1139
作者:
Lin, Shili
;
Song, Wenji
;
Feng, Ziping
;
Zhao, Yongjie
;
Zhang, Yanhui
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  |  
浏览/下载:47/0
  |  
提交时间:2020/10/30
capacity optimization
CCHP
energy management strategy
hybrid energy storage system
A reliability assessment approach for electric power systems considering wind power uncertainty
期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 12467-12478
作者:
Yang, Xiyun
;
Yang, Yuwei
;
Liu, YQ(刘玉琦)
;
Deng, Ziqi
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  |  
浏览/下载:35/0
  |  
提交时间:2020/02/17
Bayesian estimation
interval prediction
reliability index
sequential Monte Carlo method
Community electric vehicle load forecasting based on time series distribution
会议论文
Guizhou, China, August 9, 2019 - August 11, 2019
作者:
Li, Hengjie
;
Zhu, Yueyang
;
Chen, Wei
;
Lv, Junqing
;
Zeng, Xianqiang
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  |  
浏览/下载:4/0
  |  
提交时间:2020/11/15
Charging time
Electric load distribution
Electric power plant loads
Electric power system planning
Electric power transmission networks
Electric vehicles
Forecasting
Housing
Landforms
Charging loads
Discharging characteristics
Electric vehicle charging
Electricity prices
Power grids
Power system planning
Residential areas
Vehicle load
The Impact of Reservoirs on Runoff Under Climate Change: A Case of Nierji Reservoir in China
期刊论文
WATER, 2019, 卷号: 11, 期号: 5, 页码: 21
作者:
Men, Baohui
;
Liu, Huanlong
;
Tian, Wei
;
Wu, Zhijian
;
Hui, Ji
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  |  
浏览/下载:41/0
  |  
提交时间:2019/09/24
HIMS model
reservoir operation
climate change
Nenjiang River Basin
Optimal Design of the Sectional Switch and Tie Line for the Distribution Network Based on the Fault Incidence Matrix
期刊论文
IEEE Transactions on Power Systems, 2019, 卷号: Vol.34 No.6, 页码: 4869-4879
作者:
Tianyu Zhang
;
Chengshan Wang
;
Fengzhang Luo
;
Peng Li
;
Liangzhong Yao
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/11/21
Switches
Reliability
Optimization
Indexes
Resource management
Planning
Investment
Distribution system planning
sectional switch
tie line
transfer capacity constraint
0–1 integer programming
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