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Prediction error analysis of wind power based on clustering and non-parametric kernel density estimation
期刊论文
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2019, 卷号: 40, 期号: 12, 页码: 3594-3604
作者:
Zhang, Xiaoying
;
Zhang, Xiaomin
;
Liao, Shun
;
Chen, Wei
;
Wang, Xiaolan
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2020/11/14
Cluster analysis
Errors
Iterative methods
Probability distributions
Statistics
Weather forecasting
Wind power
Fitting accuracy
Non-parametric estimations
Segmental clustering
Wind power forecast
Window width
Optimization model for long-distance integrated transmission of wind farms and pumped-storage hydropower plants
期刊论文
APPLIED ENERGY, 2019, 卷号: 242, 页码: 285-293
作者:
Su, Chengguo
;
Cheng, Chuntian
;
Wang, Peilin
;
Shen, Jianjian
;
Wu, Xinyu
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/02
Integrated transmission
Wind farm
Pumped-storage hydropower plant
Wind power forecast errors
Mixed-integer linear programming
Generation Scheduling of a Hydrodominated Provincial System Considering Forecast Errors of Wind and Solar Power
期刊论文
JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 2019, 卷号: 145
作者:
Shen, Jianjian
;
Cheng, Chuntian
;
Cao, Rui
;
Shen, Qianqian
;
Lu, Xiufeng
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/02
Generation scheduling
Hydrodominated
Hydro-wind-solar
Power forecast errors
Peak shaving
Optimal sizing of energy storage considering the spatial-temporal correlation of wind power forecast errors
期刊论文
IET RENEWABLE POWER GENERATION, 2019, 卷号: 13, 期号: 4, 页码: 530-538
作者:
Wang, Chengfu
;
Teng, Qijun
;
Liu, Xiaoyi
;
Zhang, Feng
;
He, Suoying
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  |  
浏览/下载:115/0
  |  
提交时间:2019/12/11
energy storage
power grids
load forecasting
wind power plants
optimisation
power generation economics
wind power
multiple nearby
wind farms
correlation model
high-dimensional forecast errors
spatial-temporal characteristics
optimal ESS sizing model
optimal
sizing
spatial-temporal correlation
power deviation
stochastic wind
power forecast error
regional power grid
energy storage system
Power System Advanced Scheduling Based on Advanced Thermal Rating
期刊论文
IETE JOURNAL OF RESEARCH, 2019, 卷号: 65, 期号: 5, 页码: 716-725
作者:
Wang, Yanling
;
Liang, Likai
;
Qi, Jianping
;
Mo, Yang
;
Wu, Mengmeng
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浏览/下载:5/0
  |  
提交时间:2019/12/11
Advanced dynamic thermal rating
Advanced scheduling
Conductor
temperature
Power grids
Thermal load capacity
Wind power forecast
Dynamic reserve demand estimation model and cost-effectivity oriented reserve allocation strategy for multi-area system integrated with wind power
期刊论文
IET GENERATION TRANSMISSION & DISTRIBUTION, 2018, 卷号: 12, 期号: 7
作者:
Jiang, Haiyan
;
Xu, Jian
;
Sun, Yuanzhang
;
Liao, Siyang
;
Ke, Deping
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  |  
浏览/下载:61/0
  |  
提交时间:2019/12/05
wind power plants
dynamic reserve demand estimation model
cost-effectivity oriented reserve allocation strategy
multi-area system
large-scale wind power
DRDE
N-1 contingency
load forecast error
two-dimensional binning technique
versatile probability distribution model
prediction level
6-bus test system
IEEE 118-bus test system
Modeling the temporal correlation of hourly day-ahead short-term wind power forecast error for optimal sizing energy storage system
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 卷号: 98, 页码: 373-381
作者:
Wang, Chengfu
;
Liang, Zhengtang
;
Liang, Jun
;
Teng, Qijun
;
Dong, Xiaoming
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/11
Temporal correlation
Forecast error
ESS
Multi-dimensional scenario
Copula
Wind power
Modeling the temporal correlation of ultra-short term wind power forecast error based on copula theory
期刊论文
2017 IEEE Conference on Energy Internet and Energy System Integration, EI2 2017 - Proceedings, 2018, 卷号: 2018-January, 页码: 1-4
作者:
Qijun, Teng
;
Chengfu, Wang
;
Jun, Liang
;
Zhengtang, Liang
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/11
Copula theory
Dependence structure
Temporal-correlation
Ultra-short term wind power forecast error
Wind Power Interval Forecasting Based on Confidence Interval Optimization
期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 12
作者:
Yu, Xiaodong
;
Zhang, Wen
;
Zang, Hongzhi
;
Yang, Hao
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/11
wind power
interval forecast
non-parameter Parzen window estimation
confidence interval optimization
F value
Day-ahead unit commitment method considering time sequence feature of wind power forecast error
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 卷号: 98, 页码: 156-166
作者:
Wang, Chengfu
;
Li, Xijuan
;
Wang, Zhaoqing
;
Dong, Xiaoming
;
Liang, Zhengtang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/11
Chance-constrained programming
Forecast error
Non-parametric
Time
sequence segment fit
Time varying confidence level
Unit commitment
Wind power
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