Reachability analysis of power system frequency dynamics with new high-capacity HVAC and HVDC transmission lines

This paper presents a computational technique for conducting assessments of multi-area power system frequency dynamics using reachability analysis theory. To this end, a reduced-order model of the U.S. power system with high renewable penetration is derived. We investigate the control capabilities of HVDC lines to improve the frequency response of asynchronously connected regions, and to transmit the variability of renewable sources within synchronously connected areas. In this modeling framework, disturbances and parameters are treated as belonging to unknown-but-bounded sets. The analysis yields bounds that are guaranteed to contain the trajectories of all possible scenarios.

[1]  K. Baker,et al.  Standardized notation in interval analysis , 2010 .

[2]  Colas Le Guernic Reachability Analysis of Hybrid Systems with Linear Continuous Dynamics. (Calcul d'Atteignabilité des Systèmes Hybrides à Partie Continue Linéaire) , 2009 .

[3]  Ronald N. Allan,et al.  Bibliography on the Application of Probability Methods in Power System Reliability Evaluation 1996-1999 , 1984 .

[4]  P. M. Anderson,et al.  A low-order system frequency response model , 1990 .

[5]  G. Sheblé,et al.  Power generation operation and control — 2nd edition , 1996 .

[6]  Lingling Fan,et al.  Wind Farms With HVDC Delivery in Load Frequency Control , 2009, IEEE Transactions on Power Systems.

[7]  James D. McCalley,et al.  Nation-wide transmission overlay design and benefits assessment for the U.S. , 2013 .

[8]  Youyi Wang,et al.  Decentralised robust load-frequency control in coordination with frequency-controllable HVDC links , 1997 .

[9]  B. Parsons Grid Impacts of Wind Power Variability: Recent Assessments from a Variety of Utilities in the United States (Presentation) , 2006 .

[10]  Pravin Varaiya,et al.  Ellipsoidal Techniques for Reachability Analysis , 2000, HSCC.

[11]  Pravin Varaiya,et al.  Ellipsoidal Techniques for Reachability Analysis of Discrete-Time Linear Systems , 2007, IEEE Transactions on Automatic Control.

[12]  Ieee Report,et al.  Dynamic Models for Steam and Hydro Turbines in Power System Studies , 1973 .

[13]  P. Mackin,et al.  Dynamic Simulation Studies of the Frequency Response of the Three U.S. Interconnections with Increased Wind Generation , 2011 .

[14]  James D. McCalley,et al.  Transmission Design at the National Level: Benefits, Risks and Possible Paths Forward , 2012 .

[15]  J.R. Hockenberry,et al.  Evaluation of uncertainty in dynamic simulations of power system models: The probabilistic collocation method , 2004, IEEE Transactions on Power Systems.

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

[17]  B. Krogh,et al.  Computing polyhedral approximations to flow pipes for dynamic systems , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[18]  Pravin Varaiya,et al.  On Ellipsoidal Techniques for Reachability Analysis. Part I: External Approximations , 2002, Optim. Methods Softw..

[19]  Damien Ernst,et al.  Impact of delays on a consensus-based primary frequency control scheme for AC systems connected by a multi-terminal HVDC grid , 2010, 2010 IREP Symposium Bulk Power System Dynamics and Control - VIII (IREP).

[20]  Matthias Althoff,et al.  Reachability analysis of linear systems with uncertain parameters and inputs , 2007, 2007 46th IEEE Conference on Decision and Control.

[21]  Yu Christine Chen,et al.  A Method to Study the Effect of Renewable Resource Variability on Power System Dynamics , 2012, IEEE Transactions on Power Systems.

[22]  Anjan Bose,et al.  A Probabilistic Approach to Power System Stability Analysis , 1983, IEEE Transactions on Power Apparatus and Systems.

[23]  Kristina Hamachi LaCommare Power and Frequency Control as it Relates to Wind-Powered Generation , 2011 .

[24]  Siegfried M. Rump,et al.  INTLAB - INTerval LABoratory , 1998, SCAN.

[25]  Joseph H. Eto,et al.  Use of Frequency Response Metrics to Assess the Planning and Operating Requirements for Reliable Integration of Variable Renewable Generation , 2011 .

[26]  Pravin Varaiya,et al.  Reach Set Computation Using Optimal Control , 2000 .

[27]  Antoine Girard,et al.  Reachability of Uncertain Linear Systems Using Zonotopes , 2005, HSCC.

[28]  M. Sanpei,et al.  Application of multi-variable control for automatic frequency controller of HVDC transmission system , 1994 .

[29]  B. Krogh,et al.  Reachability analysis of nonlinear systems using trajectory piecewise linearized models , 2006, 2006 American Control Conference.

[30]  Y. Yoshida,et al.  A Method of Automatic Frequency Ratio Control by a DC System , 1967 .

[31]  Matthias Althoff,et al.  Reachability Analysis and its Application to the Safety Assessment of Autonomous Cars , 2010 .

[32]  Allen J. Wood,et al.  Power Generation, Operation, and Control , 1984 .