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山东大学 [10]
兰州理工大学 [6]
清华大学 [2]
地理科学与资源研究所 [2]
武汉大学 [2]
力学研究所 [1]
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期刊论文 [20]
会议论文 [7]
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A hybrid method for short-term wind speed forecasting based on Bayesian optimization and error correction
期刊论文
JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2021, 卷号: 13, 期号: 3
作者:
Guo, Xiuting
;
Zhu, Changsheng
;
Hao, Jie
;
Zhang, Shengcai
;
Zhu, Lina
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/10/14
Error correction
Forecasting
Machine learning
Speed
Wavelet transforms
Wind power
Bayesian optimization algorithms
Error correction models
Extreme learning machine
Hyper-parameter optimizations
Large-scale wind power
Prediction performance
Short-term wind speed forecasting
Wind speed prediction
Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm
期刊论文
ATMOSPHERE, 2020, 卷号: 11, 期号: 7, 页码: 38
作者:
Xu, Wenqing
;
Ning, Like
;
Luo, Yong
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/16
wind speed forecast
numerical weather prediction
post processing
gradient boosting decision tree
Applying Satellite Data Assimilation to Wind Simulation of Coastal Wind Farms in Guangdong, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 6, 页码: 27
作者:
Xu, Wenqing
;
Ning, Like
;
Luo, Yong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/23
data assimilation
WRF
WRFDA
3DVar
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:18/0
  |  
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
Wind velocity distribution reconstruction using CFD database with Tucker decomposition and sensor measurement
期刊论文
ENERGY, 2019, 卷号: 167, 页码: 1236-1250
作者:
Qin L
;
Liu S
;
Kang Y
;
Yan SA
;
Schlaberg HI
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2019/01/09
Wind velocity distribution
Third-order CFD database
Tucker decomposition
Sensor measurement
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:114/0
  |  
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
Short-Term Wind Speed Forecasting Model based on Local Comparison and Mean Circular Tube
期刊论文
International Journal of Performability Engineering, 2019, 卷号: 15, 期号: 6, 页码: 1672-1683
作者:
Bai, Xuezong
;
An, Zongwen
;
Hou, Yunfeng
;
Gao, Jianxiong
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/11/14
Electric load dispatching
Electric power transmission networks
Errors
Forecasting
Speed
Turbomachine blades
Circular tubes
Error forecasting
Local comparison
Short-term wind speed forecasting
State probability
计及风电功率预测误差的需求响应多时间尺度优化调度 Multi-Time-Scale Demand Response Dispatch Considering Wind Power Forecast Error
期刊论文
2018, 卷号: 42, 页码: 487-494
作者:
李春燕[1]
;
陈骁[1]
;
张鹏[2]
;
张谦[1]
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/11/29
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
收藏
  |  
浏览/下载:60/0
  |  
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
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