Optimal active power dispatch combining network flow and interior point approaches

In this paper, the optimal active power dispatch is formulated as a network flow optimization model and solved by interior point methods. The primal-dual and predictor-corrector versions of such interior point methods are developed and the resulting matrix structure is explored. This structure leads to very fast iterations since it is possible to reduce the linear system either to the number of buses or to the number of independent loops. Either matrix is invariant and can be factored offline. As a consequence of such matrix manipulations, a linear system which changes at each iteration has to be solved; its size, however, reduces to the number of generating units. These methods were applied to IEEE and Brazilian power systems and the numerical results were obtained using a C implementation. Both interior point methods proved to be robust and achieved fast convergence in all instances tested.

[1]  James A. Momoh,et al.  Improved interior point method for OPF problems , 1999 .

[2]  Renato Lugtu,et al.  Security Constrained Dispatch , 1979, IEEE Transactions on Power Apparatus and Systems.

[3]  T. S. Chung,et al.  Optimal active power flow incorporating power flow control needs in flexible AC transmission systems , 1999 .

[4]  Hua Wei,et al.  An interior point nonlinear programming for optimal power flow problems with a novel data structure , 1997 .

[5]  A. Santos,et al.  Interactive Transmission Network Planning Using a Least-Effort Criterion , 1982, IEEE Transactions on Power Apparatus and Systems.

[6]  Takaaki Ohishi,et al.  Optimal active power dispatch by network flow approach , 1988 .

[7]  T. Lee,et al.  A Transportation Method for Economic Dispatching - Application and Comparison , 1980, IEEE Transactions on Power Apparatus and Systems.

[8]  J. Stonham,et al.  Decomposition model and interior point methods for optimal spot pricing of electricity in deregulation environments , 2000 .

[9]  A. Monticelli,et al.  Security-Constrained Optimal Power Flow with Post-Contingency Corrective Rescheduling , 1987, IEEE Transactions on Power Systems.

[10]  B. Stott,et al.  Further developments in LP-based optimal power flow , 1990 .

[11]  A. Bagchi,et al.  Economic dispatch with network and ramping constraints via interior point methods , 1998 .

[12]  Secundino Soares,et al.  A network flow model for short-term hydro-dominated hydrothermal scheduling problems , 1994 .

[13]  A. G. Bruce Reliability analysis of electric utility SCADA systems , 1997 .

[14]  S. Granville Optimal reactive dispatch through interior point methods , 1994 .

[15]  Secundino Soares,et al.  Minimum loss predispatch model for hydroelectric power systems , 1997 .

[16]  I. Duff,et al.  Direct Methods for Sparse Matrices , 1987 .

[17]  L. L. Garver,et al.  Transmission Network Planning Using Linear Programming , 1985, IEEE Power Engineering Review.

[18]  G. Anders,et al.  A Dual Interval Programming Approach to Power System Reliability Evaluation , 1981, IEEE Transactions on Power Apparatus and Systems.

[19]  V. Quintana,et al.  An interior-point/cutting-plane method to solve unit commitment problems , 1999 .

[20]  David G. Luenberger,et al.  Linear and nonlinear programming , 1984 .

[21]  Sanjay Mehrotra,et al.  On the Implementation of a Primal-Dual Interior Point Method , 1992, SIAM J. Optim..

[22]  R. Adapa,et al.  The quadratic interior point method solving power system optimization problems , 1994 .

[23]  Victor H. Quintana,et al.  Interior-point methods and their applications to power systems: a classification of publications and software codes , 2000 .

[24]  W. Stadlin,et al.  Network Flow Linear Programming Techniques and Their Application to Fuel Scheduling and Contingency Analysis , 1984, IEEE Transactions on Power Apparatus and Systems.