Data-driven Power Flow Calculation Method: A Lifting Dimension Linear Regression Approach

2021 ◽  
pp. 1-1
Author(s):  
Li Guo ◽  
Yuxuan Zhang ◽  
Xialin Li ◽  
Zhongguan Wang ◽  
Yixin Liu ◽  
...  
Keyword(s):  
Linear Regression ◽  
Calculation Method ◽  
Power Flow ◽  
Data Driven ◽  
Power Flow Calculation ◽  
Flow Calculation ◽  
Regression Approach

scholarly journals The Optimization of the Location and Capacity of Reactive Power Generation Units, Using a Hybrid Genetic Algorithm Incorporated by the Bus Impedance Power-Flow Calculation Method

2020 ◽  
Vol 10 (3) ◽  
pp. 1034
Author(s):  
Insu Kim
Keyword(s):  
Genetic Algorithm ◽  
Power Generation ◽  
Calculation Method ◽  
Power Flow ◽  
Distribution Systems ◽  
Optimal Power Flow ◽  
Reactive Power ◽  
Hybrid Genetic Algorithm ◽  
Power Flow Calculation ◽  
Flow Calculation

Dynamic and static reactive power resources have become an important means of maintaining the stability and reliability of power system networks. For example, if reactive power is not appropriately compensated for in transmission and distribution systems, the receiving end voltage may fall dramatically, or the load voltage may increase to a level that trips protection devices. However, none of the previous optimal power-flow studies for reactive power generation (RPG) units have optimized the location and capacity of RPG units by the bus impedance matrix power-flow calculation method. Thus, this study proposes a genetic algorithm that optimizes the location and capacity of RPG units, which is implemented by MATLAB. In addition, this study enhances the algorithm by incorporating bus impedance power-flow calculation method into the algorithm. The proposed hybrid algorithm is shown to be valid when applied to well-known IEEE test systems.

scholarly journals Power flow calculation method for isolated microgrid considering the influence of harmonic power

2017 ◽  
Vol 2017 (14) ◽  
pp. 2615-2621
Author(s):  
Jinquan Wang ◽  
Jun Yan ◽  
Ye Xu ◽  
Kefeng Huang
Keyword(s):  
Calculation Method ◽  
Power Flow ◽  
Power Flow Calculation ◽  
Flow Calculation ◽  
Harmonic Power
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