DocumentCode
2379068
Title
Fuzzy load flow based on α-cuts arithmetics
Author
Cortés-Carmona, Marcelo ; Palma-Behnke, Rodrigo ; Jimenez-Estévez, Guillermo
Author_Institution
Univ. de Antofagasta, Antofagasta
fYear
2007
fDate
Sept. 30 2007-Oct. 2 2007
Firstpage
650
Lastpage
658
Abstract
In order to solve the load flow problem under uncertainty, a novel algorithm is presented. This proposal uses the fuzzy number arithmetic and the network linear model to solve the problem. Once the fuzzy sets theory is reviewed, it is demonstrated that the main difficulty to solve the problem is the calculation of the subtraction between two fuzzy numbers. With the aim to overcome this difficulty, it is proposed a methodology based on the use of a more general formula based on α-cuts, for the fuzzy numbers subtraction. It is also proposed reordering the DC load flow equations in such way that the subtraction operations are performed at the end of the calculation process. The obtained results show that, It is possible to solve, from the physical point of view, the load flow for networks with radial topology. This result can improve current planning and operation approaches incorporating uncertainties explicitly. For meshed networks, the results significantly reduce the supports of the resulting fuzzy numbers. Nevertheless In this case the Kirchhoff First Law is not fully satisfied; establishing a problem to be treated on future research.
Keywords
fuzzy set theory; load flow; power system planning; α-cuts arithmetics; DC load flow equations; Kirchhoff First Law; fuzzy load flow; fuzzy number arithmetic; fuzzy sets theory; meshed networks; network linear model; radial topology; Arithmetic; Equations; Fuzzy set theory; Gaussian distribution; Induction generators; Load flow; Power system modeling; Power system planning; Uncertainty; Wind energy generation; Fuzzy sets; load flow analysis; power system planning; uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Symposium, 2007. NAPS '07. 39th North American
Conference_Location
Las Cruces, NM
Print_ISBN
978-1-4244-1725-4
Electronic_ISBN
978-1-4244-1726-1
Type
conf
DOI
10.1109/NAPS.2007.4402379
Filename
4402379
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