DocumentCode
3389729
Title
Power Prediction Model of Grid-Connected Photovoltaic and Power Flow Analysis
Author
Lin, Meijun ; Wang, Zhenshu ; Liu, Yang ; Chen, Meng ; Meng, Fanyao
Author_Institution
Sch. of Electr. Eng., Shandong Univ., Jinan, China
fYear
2012
fDate
27-29 March 2012
Firstpage
1
Lastpage
4
Abstract
Grid-connected photovoltaic output forecasting and its impact on distribution network power flow is the research focus of new energy development. To solve this problem, this paper introduces a solar radiation model of weather forecasting system and uses the diffuse radiation fitting model to modify it so that it could make short-term prediction on photovoltaic output by the cloud type forecasting information obtained from meteorological department. Based on the output of solar radiation and the distribution network constraints, a new algorithm was proposed for power flow calculation of the weekly meshed distribution network with distributed photovoltaic. The algorithm describes the distribution network as two parts: loop and radiation, which were respectively solved by Gauss-Seidel and Back/forward sweep methods. To calculate the power flow, two methods were used alternatively. At last, a 28 point example was solved using the proposed algorithm and the results show that the photovoltaic power prediction model could accurately predict output and this algorithm has clear advantages in computing speed as well as the speed of convergence.
Keywords
distribution networks; load flow; load forecasting; photovoltaic power systems; power grids; sunlight; weather forecasting; Gauss-Seidel sweep methods; back-forward sweep methods; cloud type forecasting information; convergence speed; diffuse radiation fitting model; distributed photovoltaic; distribution network constraints; distribution network power flow; energy development; grid-connected photovoltaic analysis; grid-connected photovoltaic output forecasting; meteorological department; photovoltaic output; photovoltaic power prediction model; power flow analysis; power prediction model; short-term prediction; solar radiation model; weather forecasting system; weekly meshed distribution network; Clouds; Forecasting; Load flow; Meteorology; Photovoltaic systems; Predictive models; Solar radiation;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Engineering Conference (APPEEC), 2012 Asia-Pacific
Conference_Location
Shanghai
ISSN
2157-4839
Print_ISBN
978-1-4577-0545-8
Type
conf
DOI
10.1109/APPEEC.2012.6307195
Filename
6307195
Link To Document