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西安交通大学 [3]
兰州理工大学 [2]
湖南大学 [2]
自动化研究所 [1]
山东大学 [1]
中南大学 [1]
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期刊论文 [8]
会议论文 [3]
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Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting
期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
作者:
Zhang, Weishan
;
Chen, Xiao
;
He, Ke
;
Chen, Leiming
;
Xu, Liang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Photovoltaic power forecasting
Federated learning
Edge computing
CNN-LSTM
Research of Photovoltaic Power Forecasting Based on Big Data and mRMR Feature Reduction
会议论文
作者:
Liu, Jun
;
Sun, Huiwen
;
Chang, Peng
;
Jiao, Zaibin
;
Wei, Ping
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/11/19
parameters optimizing
SVR
photovoltaic power forecasting
Big data
mRMR feature reduction
Takagi-Sugeno fuzzy model-based approach considering multiple weather factors for the photovoltaic power short-term forecasting
期刊论文
IET Renewable Power Generation, 2017, 卷号: 11, 期号: 10, 页码: 1281-1287
作者:
Liu, Fang
;
Li, Ranran
;
Li, Yong*
;
Yan, Ruifeng
;
Saha, Tapan
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/03
photovoltaic power systems
load forecasting
least mean squares methods
recursive estimation
support vector machines
backpropagation
recurrent neural nets
fuzzy reasoning
power engineering computing
Takagi-Sugeno fuzzy model-based approach
multiple-weather factors
photovoltaic power short-term forecasting
PV systems
electricity supply
PV power forecasting
air temperature
humidity
wind speed
wind direction
insolation
T-S fuzzy model
correlation analysis
fuzzy c-mean clustering algorithm
recursive least square method
St Lucia campus
The Queensland University of Australia
support vector machine
SVM
empirical mode decomposition
back propagation neural network
recurrent neural network
power 433 kW
A combined forecasting approach with model self-adjustment for renewable generations and energy loads in smart community
期刊论文
Energy, 2017, 卷号: Vol.129, 页码: 216-227
作者:
Li, Y
;
Wen, Z
;
Cao, YJ
;
Tan, Y
;
Sidorov, D
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/31
Wind power
Photovoltaic generation
Support vector machine
Combined forecasting
Smart community
A combined forecasting approach with model self-adjustment for renewable generations and energy loads in smart community
期刊论文
Energy, 2017, 卷号: Vol.129, 页码: 216-227
作者:
Li, Y.
;
Wen, Z.
;
Cao, Y.
;
Tan, Y.
;
Sidorov, D.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/31
Combined
forecasting
Photovoltaic
generation
Smart
community
Support
vector
machine
Wind
power
An Improved Photovoltaic Power Forecasting Model With the Assistance of Aerosol Index Data
期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 卷号: 6, 期号: [db:dc_citation_issue], 页码: 434-442
作者:
Liu, Jun
;
Fang, Wanliang
;
Zhang, Xudong
;
Yang, Chunxiang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Aerosol index (AI)
back propagation (BP) network
artificial neural network (ANN) method
maximum absolute prediction error
photovoltaic (PV) power forecasting
The forecasting model research of daily solar radiation based on RLS and WT
期刊论文
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2013, 卷号: 34, 期号: 3, 页码: 433-438
作者:
Wang, Xiaolan
;
Ge, Pengjiang
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2020/11/14
Meteorology
Photovoltaic cells
Solar power generation
Solar radiation
Wavelet transforms
Daily solar radiations
Day types
Forecasting modeling
Forecasting precision
Meteorological data
Photovoltaic power
Recursive least square (RLS)
Sun radiation
Photovoltaic Power Forecasting Based on Artificial Neural Network and Meteorological Data
会议论文
作者:
Kou, Jiahao
;
Liu, Jun
;
Li, Qifan
;
Fang, Wanliang
;
Chen, Zhenhuan
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/03
Maximum Absolute Prediction Error
Artificial Neural Network Method
Aerosol Index
BP Network
Photovoltaic Power Forecasting
PV array output power forecasting based on similar day and RBFNN
期刊论文
Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2013, 卷号: 33, 期号: 1, 页码: 100-103+109
作者:
Wang, Xiaolan
;
Ge, Pengjiang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/11/14
Atmospheric temperature
Forecasting
Functions
Mean square error
Models
Neural networks
Photovoltaic cells
Solar radiation
Forecasting modeling
Mean absolute percentage error
Output power
PV arrays
Rbfnn(radial basis function neural network)
Root mean square errors
Similar day
Solar radiation intensity
Power Prediction Model of Grid-Connected Photovoltaic and Power Flow Analysis
期刊论文
2012 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2012
作者:
Lin, Meijun
;
Wang, Zhenshu
;
Liu, Yang
;
Chen, Meng
;
Meng, Fanyao
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/23
photovoltaic output forecasting
diffuse radiation fitting model
distribution network power flow
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