A smoothing SQP method for nonlinear programs with stability constraints arising from power systems

This paper investigates a new class of optimization problems arising from power systems, known as nonlinear programs with stability constraints (NPSC), which is an extension of ordinary nonlinear programs. Since the stability constraint is described generally by eigenvalues or norm of Jacobian matrices of systems, this results in the semismooth property of NPSC problems. The optimal conditions of both NPSC and its smoothing problem are studied. A smoothing SQP algorithm is proposed for solving such optimization problem. The global convergence of algorithm is established. A numerical example from optimal power flow (OPF) is done. The computational results show efficiency of the new model and algorithm.

[1]  Felix F. Wu,et al.  On the Convergence of Decoupled Optimal Power Flow Methods , 2007 .

[2]  Xiaoqi Yang,et al.  Semismoothness of Spectral Functions , 2003, SIAM J. Matrix Anal. Appl..

[3]  W. Tinney,et al.  Optimal Power Flow By Newton Approach , 1984, IEEE Transactions on Power Apparatus and Systems.

[4]  P. Kundur,et al.  Definition and classification of power system stability IEEE/CIGRE joint task force on stability terms and definitions , 2004, IEEE Transactions on Power Systems.

[5]  Felix F. Wu,et al.  Available Transfer Capability Calculation Using a Smoothing Pointwise Maximum Function , 2008, IEEE Transactions on Circuits and Systems I: Regular Papers.

[6]  Federico Milano,et al.  Equivalency of Continuation and Optimization Methods to Determine Saddle-Node and Limit-Induced Bifurcations in Power Systems , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[7]  L. Qi,et al.  Global Convergence of a Robust Smoothing SQP Method for Semi-Infinite Programming , 2006 .

[8]  James A. Momoh,et al.  Optimal power flow : solution techniques, requirements, and challenges , 1996 .

[9]  Carson W. Taylor,et al.  Definition and Classification of Power System Stability , 2004 .

[10]  C. Cañizares Calculating optimal system parameters to maximize the distance to saddle-node bifurcations , 1998 .

[11]  L. Qi,et al.  A semi-infinite programming algorithm for solving optimal power flow with transient stability constraints , 2008 .

[12]  Daniel Ralph,et al.  Smooth SQP Methods for Mathematical Programs with Nonlinear Complementarity Constraints , 1999, SIAM J. Optim..

[13]  Kok Lay Teo,et al.  Smooth Convex Approximation to the Maximum Eigenvalue Function , 2004, J. Glob. Optim..

[14]  Liqun Qi,et al.  Finding A Stable Solution of A System of Nonlinear Equations , 2011 .

[15]  Liqun Qi,et al.  Computing power system parameters to maximize the small signal stability margin based on min-max models , 2009 .

[16]  Yixin Ni,et al.  A semismooth Newton method for solving optimal power flow , 2007 .

[17]  Luonan Chen,et al.  Optimal operation solutions of power systems with transient stability constraints , 2001 .

[18]  Sam Kodsi,et al.  Application of a Stability-Constrained Optimal Power Flow to Tuning of Oscillation Controls in Competitive Electricity Markets , 2007, IEEE Transactions on Power Systems.

[19]  F. Clarke Optimization And Nonsmooth Analysis , 1983 .

[20]  Ji-Ming Peng,et al.  A non-interior continuation method for generalized linear complementarity problems , 1999, Math. Program..

[21]  Felix F. Wu,et al.  Dynamic security regions of power systems , 1982 .

[22]  R. Fischl,et al.  Local bifurcation in power systems: theory, computation, and application , 1995, Proc. IEEE.

[23]  William F. Tinney,et al.  Optimal Power Flow Solutions , 1968 .

[24]  Hiroshi Sasaki,et al.  A solution of optimal power flow with multicontingency transient stability constraints , 2003 .

[25]  Boming Zhang,et al.  An Optimal Power Flow Model and Approach with Static Voltage Stability Constraints , 2005, 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific.