Adaptive Protection and Control in the Power System for Wide-Area Blackout Prevention

This paper presents a new approach in adaptive out-of-step (OOS) protection settings in power systems in real time. The proposed method uses extended equal area criterion (EEAC) to determine the critical clearing time and critical clearing angle of the system, which are vital information for the OOS protection setting calculation. The dynamic model parameters and the coherency groups of the system for EEAC analysis are determined in real time to ensure that the newly calculated settings suit with the prevalent system operating condition. The effectiveness of the method is demonstrated in simulated data from a 16-machine 68-bus system model.

[1]  Donald Reimert Protective Relaying for Power Generation Systems , 2005 .

[2]  B. Shrestha,et al.  Out-of-Step Protection Using State-Plane Trajectories Analysis , 2014, IEEE Transactions on Power Delivery.

[3]  Aapo Hyvärinen,et al.  A Fast Fixed-Point Algorithm for Independent Component Analysis , 1997, Neural Computation.

[4]  Almoataz Y. Abdelaziz,et al.  Adaptive protection strategies for detecting power system out-of-step conditions using neural networks , 1998 .

[5]  Siemens Aktiengesellschaft,et al.  Numerical Distance Protection: Principles and Applications , 1999 .

[6]  Virgilio Centeno,et al.  An adaptive out-of-step relay [for power system protection] , 1997 .

[7]  B. Chaudhuri,et al.  Coherency identification in power systems through principal component analysis , 2005, IEEE Transactions on Power Systems.

[8]  Emanuel Bernabeu,et al.  Methodology for a Security/Dependability Adaptive Protection Scheme Based on Data Mining , 2012, IEEE Transactions on Power Delivery.

[9]  M. A. M. Ariff,et al.  Estimating Dynamic Model Parameters for Adaptive Protection and Control in Power System , 2015, IEEE Transactions on Power Systems.

[10]  M. Ribbens-Pavella,et al.  Extended Equal Area Criterion Justifications, Generalizations, Applications , 1989, IEEE Power Engineering Review.

[11]  Jeffrey K. Uhlmann,et al.  Unscented filtering and nonlinear estimation , 2004, Proceedings of the IEEE.

[12]  Mladen Kezunovic,et al.  Online Transient Stability Assessment , 2014 .

[13]  Graham Rogers,et al.  Power System Oscillations , 1999 .

[14]  M. A. M. Ariff,et al.  Coherency identification in interconnected power system - an independent component analysis approach , 2013, 2013 IEEE Power & Energy Society General Meeting.

[15]  B. Pal,et al.  Robust Control in Power Systems , 2005 .

[16]  J. Thorp,et al.  The closest unstable equilibrium point method for power system dynamic security assessment , 1987, 26th IEEE Conference on Decision and Control.

[17]  Ibrahim Faiek Abdulhadi Facilitating the Validation of Adaptive Power System Protection through Formal Scheme Modelling and Performance Verification , 2013 .

[18]  J Thambirajah,et al.  A Multivariate Approach Towards Interarea Oscillation Damping Estimation Under Ambient Conditions Via Independent Component Analysis and Random Decrement , 2011, IEEE Transactions on Power Systems.

[19]  Arun G. Phadke,et al.  Synchronized Phasor Measurements and Their Applications , 2008 .

[20]  Felix F. Wu,et al.  Foundations of the potential energy boundary surface method for power system transient stability analysis , 1988 .

[21]  Louis Wehenkel,et al.  SIME: A hybrid approach to fast transient stability assessment and contingency selection , 1997 .

[22]  N. Senroy,et al.  Generator Coherency Using the Hilbert–Huang Transform , 2008, IEEE Transactions on Power Systems.

[23]  James S. Thorp,et al.  Computer Relaying for Power Systems , 2009 .

[24]  Paul M. Anderson Power System Protection , 1998 .

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

[26]  V. Vittal,et al.  An improved technique to determine the controlling unstable equilibrium point in a power system , 1996 .

[27]  Chul-Hwan Kim,et al.  Out-of-step detection algorithm using frequency deviation of voltage , 2007 .

[28]  D. Chakrabarti,et al.  A fast fixed - point algorithm for independent component analysis , 1997 .

[29]  Wu Qi-ren Out-of-step protection for hydro-generators of power plant at Three Gorges left bank , 2004 .

[30]  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.

[31]  Felix F. Wu,et al.  A BCU method for direct analysis of power system transient stability , 1994 .

[32]  Sumit Paudyal,et al.  Application of equal area criterion conditions in the time domain for out-of-step protection , 2010, IEEE PES General Meeting.