Structure-Exploiting Delay-Dependent Stability Analysis Applied to Power System Load Frequency Control

Linear matrix inequality (LMI) based delay-dependent stability analysis/synthesis methods have been applied to power system load frequency control (LFC) which has communication networks in its loops. However, the computational burden of solving large-scale LMIs poses a great challenge to the application of those methods to real-world power systems. This paper investigates the computational aspect of delay-dependent stability analysis (DDSA) of LFC. The basic idea is to improve the numerical tractability of DDSA by exploiting the chordal sparsity and symmetry of the graph related to LFC loops. The graph-theoretic analysis yields the structure restrictions of weighting matrices needed for the LMIs to inherit the chordal sparsity of the control loops. By enforcing those structure restrictions on weighting matrices, the positive semidefinite constraints in the LMIs can be decomposed into smaller ones, and the number of decision variables can be greatly reduced. Symmetry in LFC control loops is also exploited to reduce the number of decision variables. Numerical studies show the proposed structure-exploiting techniques significantly improves the numerical tractability of DDSA at the cost of the introduction of acceptable minor conservatism.

[1]  R. Podmore,et al.  A Practical Method for the Direct Analysis of Transient Stability , 1979, IEEE Transactions on Power Apparatus and Systems.

[2]  Johan Löfberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004 .

[3]  Wei Yao,et al.  Wide-Area Damping Controller of FACTS Devices for Inter-Area Oscillations Considering Communication Time Delays , 2014, IEEE Transactions on Power Systems.

[4]  Q. H. Wu,et al.  Delay-Dependent Stability for Load Frequency Control With Constant and Time-Varying Delays , 2009, IEEE Transactions on Power Systems.

[5]  Sahin Sonmez,et al.  Stability Region in the Parameter Space of PI Controller for a Single-Area Load Frequency Control System With Time Delay , 2016, IEEE Transactions on Power Systems.

[6]  Yong He,et al.  Further Results on Delay-Dependent Stability of Multi-Area Load Frequency Control , 2013, IEEE Transactions on Power Systems.

[7]  Rangarajan Parthasarathy,et al.  Delay‐dependent stability analysis of power system considering communication delays , 2017 .

[8]  Diana Baader,et al.  Stability Analysis And Robust Control Of Time Delay Systems , 2016 .

[9]  Babu Narayanan,et al.  POWER SYSTEM STABILITY AND CONTROL , 2015 .

[10]  Chika O. Nwankpa,et al.  An Exact Method for Computing Delay Margin for Stability of Load Frequency Control Systems With Constant Communication Delays , 2016, IEEE Transactions on Power Systems.

[11]  Chen Peng,et al.  Delay-Distribution-Dependent Load Frequency Control of Power Systems With Probabilistic Interval Delays , 2016, IEEE Transactions on Power Systems.

[12]  Yu Xiaodan,et al.  A simple method for power system stability analysis with multiple time delays , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[13]  B. Peyton,et al.  An Introduction to Chordal Graphs and Clique Trees , 1993 .

[14]  Ulas Eminoglu,et al.  Computation of Stability Delay Margin of Time-Delayed Generator Excitation Control System with a Stabilizing Transformer , 2014 .

[15]  Min Wu,et al.  Delay-Dependent Robust Load Frequency Control for Time Delay Power Systems , 2013, IEEE Transactions on Power Systems.

[16]  Blair J R S,et al.  Introduction to Chordal Graphs and Clique Trees, in Graph Theory and Sparse Matrix Computation , 1997 .

[17]  R. Tennant Algebra , 1941, Nature.

[18]  Mohammad Aldeen,et al.  An LMI approach to the design of robust delay-dependent overlapping load frequency control of uncertain power systems , 2016 .

[19]  Antonis Papachristodoulou,et al.  Chordal sparsity, decomposing SDPs and the Lyapunov equation , 2014, 2014 American Control Conference.

[20]  R D Zimmerman,et al.  MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education , 2011, IEEE Transactions on Power Systems.

[21]  F. Milano Small-Signal Stability Analysis of Large Power Systems With Inclusion of Multiple Delays , 2016, IEEE Transactions on Power Systems.

[22]  Kim-Chuan Toh,et al.  Solving semidefinite-quadratic-linear programs using SDPT3 , 2003, Math. Program..

[23]  Yong He,et al.  Stability Analysis and Robust Control of Time-Delay Systems , 2010 .

[24]  Masakazu Kojima,et al.  Exploiting sparsity in linear and nonlinear matrix inequalities via positive semidefinite matrix completion , 2011, Math. Program..

[25]  Katsuki Fujisawa,et al.  Exploiting sparsity in semidefinite programming via matrix completion II: implementation and numerical results , 2003, Math. Program..

[26]  Qi Huang,et al.  Delay-Dependent Stability Control for Power System With Multiple Time-Delays , 2016, IEEE Transactions on Power Systems.

[27]  Ali Feliachi,et al.  Robust load frequency control using genetic algorithms and linear matrix inequalities , 2003 .

[28]  J. Wen,et al.  Delay-Dependent Stability Analysis of the Power System With a Wide-Area Damping Controller Embedded , 2011, IEEE Transactions on Power Systems.

[29]  PooGyeon Park,et al.  Reciprocally convex approach to stability of systems with time-varying delays , 2011, Autom..

[30]  Goshaidas Ray,et al.  Stability Criteria for Nonlinearly Perturbed Load Frequency Systems With Time-Delay , 2015, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[31]  K. Tomsovic,et al.  Application of linear matrix inequalities for load frequency control with communication delays , 2004, IEEE Transactions on Power Systems.

[32]  J. Lofberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004, 2004 IEEE International Conference on Robotics and Automation (IEEE Cat. No.04CH37508).

[33]  S. Ayasun,et al.  Computation of Time Delay Margins for Stability of a Single-Area Load Frequency Control System with Communication Delays , 2014 .

[34]  Hassan Bevrani,et al.  Robust Power System Frequency Control , 2009 .