An Efficient Optimal Control Method for Open-Loop Transient Stability Emergency Control

With the expansion of modern power systems, the stability issues become more and more prominent. Transient stability emergency control is usually designed in open-loop schemes and applies proper actions to avoid system collapse when transient stability cannot be guaranteed in serious contingencies. Taking transient stability and economic efficiency of power system into consideration, the emergency control problem can be modeled as an optimal control problem, which is computational expensive. In this paper, an optimal control method with constraint aggregation is proposed to reduce computational complexity. The yield nonlinear problem is a fairly small-scale optimization problem which can be efficiently solved by predictor–corrector interior point method. The adjoint sensitivity analysis (ASA) is employed to evaluate the first-order derivative while Broyden–Fletcher–Goldfarb–Shanno (BFGS) algorithm is used to obtain the second-order derivative. Besides, very dishonest Newton (VDHN) method and reusage of LU factorization results are explored to accelerate the forward and backward integration phase of ASA, respectively. The proposed approach is tested on four cases with different scales, and shows its potential in computational efficiency.

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

[2]  Kok Lay Teo,et al.  A Unified Computational Approach to Optimal Control Problems , 1991 .

[3]  W. E. Stewart,et al.  Sensitivity analysis of initial value problems with mixed odes and algebraic equations , 1985 .

[4]  Jun Gu,et al.  A hybrid method for generator tripping , 2002, IEEE Power Engineering Society Summer Meeting,.

[5]  Mania Pavella,et al.  A comprehensive approach to transient stability control. II. Open loop emergency control , 2003 .

[6]  Venkataramana Ajjarapu,et al.  A Hybrid Dynamic Optimization Approach for Stability Constrained Optimal Power Flow , 2015, IEEE Transactions on Power Systems.

[7]  Y. Xue,et al.  On-line transient stability assessment in operation-DEEAC in Northeast China Power System , 1993, Proceedings of TENCON '93. IEEE Region 10 International Conference on Computers, Communications and Automation.

[8]  A.A. Abou,et al.  Optimal load shedding in power systems , 2006, 2006 Eleventh International Middle East Power Systems Conference.

[9]  Iain S. Duff,et al.  MA57---a code for the solution of sparse symmetric definite and indefinite systems , 2004, TOMS.

[10]  M. Pavella,et al.  A comprehensive approach to transient stability control part II: open loop emergency control , 2003, 2003 IEEE Power Engineering Society General Meeting (IEEE Cat. No.03CH37491).

[11]  H. Maurer,et al.  Application of multiple shooting to the numerical solution of optimal control problems with bounded state variables , 1975, Computing.

[12]  Q. Jiang,et al.  An Enhanced Numerical Discretization Method for Transient Stability Constrained Optimal Power Flow , 2010, IEEE Transactions on Power Systems.

[13]  H. Wang,et al.  Approach for optimal power flow with transient stability constraints , 2004 .

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

[15]  Bruce A. Conway,et al.  Discrete approximations to optimal trajectories using direct transcription and nonlinear programming , 1992 .

[16]  Gamal N. Elnagar,et al.  The pseudospectral Legendre method for discretizing optimal control problems , 1995, IEEE Trans. Autom. Control..

[17]  P. I. Barton,et al.  Efficient sensitivity analysis of large-scale differential-algebraic systems , 1997 .

[18]  Anil V. Rao,et al.  ( Preprint ) AAS 09-334 A SURVEY OF NUMERICAL METHODS FOR OPTIMAL CONTROL , 2009 .

[19]  Stephen J. Wright Primal-Dual Interior-Point Methods , 1997, Other Titles in Applied Mathematics.

[20]  Kok Lay Teo,et al.  Control parametrization: A unified approach to optimal control problems with general constraints , 1988, Autom..

[21]  K. Teo,et al.  Nonlinear optimal control problems with continuous state inequality constraints , 1989 .

[22]  Jianzhong Tong,et al.  A sensitivity-based BCU method for fast derivation of stability limits in electric power systems , 1993 .

[23]  Q. Jiang,et al.  A Parallel Reduced-Space Interior Point Method With Orthogonal Collocation for First-Swing Stability Constrained Emergency Control , 2014, IEEE Transactions on Power Systems.

[24]  J. Betts Survey of Numerical Methods for Trajectory Optimization , 1998 .

[25]  P. Kundur,et al.  Power system stability and control , 1994 .

[26]  Dieter Kraft,et al.  On Converting Optimal Control Problems into Nonlinear Programming Problems , 1985 .

[27]  Shengtai Li,et al.  Adjoint Sensitivity Analysis for Differential-Algebraic Equations: The Adjoint DAE System and Its Numerical Solution , 2002, SIAM J. Sci. Comput..

[28]  D. Shanno Conditioning of Quasi-Newton Methods for Function Minimization , 1970 .

[29]  Leonard L. Grigsby,et al.  Computational Methods for Electric Power Systems , 2012 .

[30]  Timothy A. Davis,et al.  Algorithm 907 , 2010 .

[31]  Kazuya Omata,et al.  Development of transient stability control system (TSC system) based on on-line stability calculation , 1996 .

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

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