Title :
A new preconditioned conjugate gradient power flow
Author :
Dag, Hasan ; Semlyen, Adam
Author_Institution :
Dept. of Electr. Eng., Istanbul Tech. Univ., Turkey
Abstract :
A new solution methodology for the constant matrix, decoupled power flow problem is presented in this paper. The proposed method uses the conjugate gradient method instead of the traditional direct solution of Ax=b for updating the power flow variables. The conjugate gradient method is accelerated with an approximate inverse matrix preconditioner obtained from a linear combination of matrix-valued Chebyshev polynomials. The new method has been tested on several systems of different sizes. In terms of speed, the method is comparable to the fast decoupled load flow in serial environments but it is more amenable to parallel and vector processing since it contains only matrix-vector multiplications.
Keywords :
conjugate gradient methods; load flow; matrix multiplication; parallel processing; polynomial matrices; power system analysis computing; vector processor systems; approximate inverse matrix preconditioner; constant matrix; decoupled power flow; linear combination; matrix-valued Chebyshev polynomials; matrix-vector multiplications; parallel processing; power flow variables update; preconditioned conjugate gradient power flow; vector processing; Acceleration; Chebyshev approximation; Equations; Gradient methods; Iterative methods; Jacobian matrices; Linear systems; Load flow; Polynomials; User-generated content;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2003.814855