scholarly journals Probabilistic Power Flow Based on a Gaussian Process Emulator

2020 ◽  
Vol 35 (4) ◽  
pp. 3278-3281 ◽  
Author(s):  
Yijun Xu ◽  
Zhixiong Hu ◽  
Lamine Mili ◽  
Mert Korkali ◽  
Xiao Chen
2012 ◽  
Vol 529 ◽  
pp. 371-375
Author(s):  
Lu Yao Ma ◽  
Shu Jun Yao ◽  
Yan Wang ◽  
Jing Yang ◽  
Long Hui Liu

With the distributed generation such as photovoltaic power system (PVS) is largely introduced into power grid, some significant problems such as system instability problem increase seriously. In order to make full use of PVS and make sure the voltage exceeding probability is limited within a certain range to ensure the power quality, as well as consider the cost of access device, the suitable PVS access node and capacity is important. Based on this problem, this paper establishes the probabilistic power flow model of PVS by introducing the combined Cumulants and the Gram-Charlier expansion method. Also, to solve the nonlinear combinatorial optimization problem, this paper uses PSO algorithm. Finally to get the suitable PVS access node and capacity, also calculate the solution of voltage exceeding probability.


2021 ◽  
Vol 141 (2) ◽  
pp. 103-112
Author(s):  
Takuto Ohsawa ◽  
Ryoichi Hara ◽  
Hiroyuki Kita ◽  
Tomoya Taima ◽  
Hiroyuki Mabuchi ◽  
...  

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