Title :
Fuzzy modelling of power system optimal load flow
Author :
Miranda, V. ; Saraiva, J.T.
Author_Institution :
Porto Univ., Portugal
fDate :
5/1/1992 12:00:00 AM
Abstract :
A fuzzy model for power system operation is presented. Uncertainties in loads and generations are modeled as fuzzy numbers. System behavior under known, while uncertain, injections in dealt with by a DC fuzzy power flow model. System optimal, while uncertain, operation is calculated with linear programming procedures where the problem´s nature and structure allow some efficient techniques such as Dantzig Wolfe decomposition and dual simplex to be used. Among the results, a fuzzy cost value for system operation and possibility distributions for branch power flows and power generations are obtained. Some risk analysis is possible, as system robustness and exposure indices can be derived and hedging policies can be investigated
Keywords :
fuzzy set theory; linear programming; load flow; power systems; Dantzig Wolfe decomposition; branch power flows; dual simplex; fuzzy model; hedging policies; linear programming; load uncertainty; optimal operation; power generation; power system operation; power system optimal load flow; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Linear programming; Load flow; Power generation; Power generation economics; Power system modeling; Uncertainty;
Journal_Title :
Power Systems, IEEE Transactions on