Preventing Time-Delay Switch Attack on Load Frequency Control in Distributed Power Systems

IEEE Transactions on Smart Grid

Volumn 7, Issue 2, 2016, Pages 1176-1185

  Sargolzaei, Arman ^a   Yen, Kang K ^a   Abdelghani, Mohamed N ^b  

^a The Department of Electrical and Computer Engineering   (United States)

^b UNIVERSITY OF ALBERTA   (Canada)

Author keywords

model reference control; time delay estimation; Time delay switch attack

Indexed keywords

CONTROL SYSTEMS; CONTROLLERS; DELAY CONTROL SYSTEMS; ELECTRIC FREQUENCY CONTROL; ELECTRIC LOAD MANAGEMENT; POWER CONTROL;

CONTROL LINES; DISTRIBUTED POWER CONTROL; DISTRIBUTED POWER SYSTEMS; LEAST MEAN SQUARES; LOAD-FREQUENCY CONTROL; MINIMIZATION TECHNIQUES; MODIFIED MODEL; TIME DELAY ESTIMATORS;

TIME DELAY;

EID: 84949984438     PISSN: 19493053     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSG.2015.2503429     Document Type: Article

References (37)

1. A. Sargolzaei, K. K. Yen, and M. N. Abdelghani, "Control of nonlinear heartbeat models under time-delay-switched feedback using emotional learning control, " Int. J. Recent Trends Eng. Technol., vol. 10, no. 2, pp. 85-91, 2014.
2. C.-K. Zhang, L. Jiang, Q. H. Wu, Y. He, and M. Wu, "Delay-dependent robust load frequency control for time delay power systems, " IEEE Trans. Power Syst., vol. 28, no. 3, pp. 2192-2201, Aug. 2013.
3. Y. Yuan, Z. Li, and K. Ren, "Modeling load redistribution attacks in power systems, " IEEE Trans. Smart Grid, vol. 2, no. 2, pp. 382-390, Jun. 2011.
4. Q. Yang, D. An, and W. Yu, "On time desynchronization attack against IEEE 1588 protocol in power grid systems, " in Proc. IEEE Energytech, Cleveland, OH, USA, May 2013, pp. 1-5.
5. L. Schenato, "Optimal estimation in networked control systems subject to random delay and packet drop, " IEEE Trans. Autom. Control, vol. 53, no. 5, pp. 1311-1317, Jun. 2008.
6. M. S. Mahmoud, Robust Control and Filtering for Time-Delay Systems. New York, NY, USA: Marcel Dekker, 2000.
7. H. J. Jia, X. D. Yu, Y. Yu, and C. Wang, "Power system small signal stability region with time delay, " Int. J. Elect. Power Energy Syst., vol. 30, no. 1, pp. 16-22, 2008.
8. D. Dotta, A. S. e Silva, and I. C. Decker, "Wide-Area measurementsbased two-level control design considering signal transmission delay, " IEEE Trans. Power Syst., vol. 24, no. 1, pp. 208-216, Feb. 2009.
9. I. Kamwa, R. Grondin, and Y. Hebert, "Wide-Area measurement based stabilizing control of large power systems-A decentralized/hierarchical approach, " IEEE Trans. Power Syst., vol. 16, no. 1, pp. 136-153, Feb. 2001.
10. H. X. Wu, K. S. Tsakalis, and G. T. Heydt, "Evaluation of time delay effects to wide-Area power system stabilizer design, " IEEE Trans. Power Syst., vol. 19, no. 4, pp. 1935-1941, Nov. 2004.
11. Q. Jiang, Z. Zou, and Y. Cao, "Wide-Area TCSC controller design in consideration of feedback signals time delays, " in Proc. IEEE Power Eng. Soc. Gen. Meeting, vol. 2. San Francisco, CA, USA, 2005, pp. 1676-1680.
12. M. S. Saad, M. A. Hassouneh, E. H. Abed, and A. A. Edris, "Delaying instability and voltage collapse in power systems using SVCs with washout filter-Aided feedback, " in Proc. Amer. Control Conf., vol. 6. Portland, OR, USA, 2005, pp. 4357-4362.
13. B. Chaudhuri, R. Majumder, and B. C. Pal, "Wide-Area measurementbased stabilizing control of power system considering signal transmission delay, " in Proc. IEEE Power Eng. Soc. Gen. Meeting, vol. 2. San Francisco, CA, USA, 2005, pp. 1447-1450.
14. F. Milano and M. Anghel, "Impact of time delays on power system stability, " IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 59, no. 4, pp. 889-900, Apr. 2012.
15. S. Ray and G. K. Venayagamoorthy, "Real-Time implementation of a measurement-based adaptive wide-Area control system considering communication delays, " IET Gener. Transm. Distrib., vol. 2, no. 1, pp. 62-70, Jan. 2008.
16. S. Amin, A. A. Cardenas, and S. S. Sastry, "Safe and secure networked control systems under denial-of-service attacks, " paper presented at the Proc. 12th Int. Conf. Hybrid Syst. Comput. Control, San Francisco, CA, USA, 2009.
17. Y. Mo and B. Sinopoli, "False data injection attacks in control systems, " paper presented at the 1st Workshop Secure Control Syst., Stockholm, Sweden, Apr. 2010.
18. A. Sargolzaei, K. Yen, and M. N. Abdelghani, "Delayed inputs attack on load frequency control in smart grid, " in Proc. IEEE PES Innov. Smart Grid Technol. Conf. (ISGT), Washington, DC, USA, Feb. 2014, pp. 1-5.
19. A. Sargolzaei, K. Yen, and M. N. Abdelghani, "Time-delay switch attack on load frequency control in smart grid, " J. Adv. Commun. Technol., vol. 5, pp. 55-64, Nov. 2014.
20. S. Liu, X. P. Liu, and A. E. Saddik, "Denial-of-service (dos) attacks on load frequency control in smart grids, " paper presented at the IEEE PES Innov. Smart Grid Technol. (ISGT), Washington, DC, USA, 2013.
21. Y. Tan, "Time-varying time-delay estimation for nonlinear systems using neural networks, " Int. J. Appl. Math. Comput. Sci., vol. 14, no. 1, pp. 63-68, 2004.
22. L. Chunmao and X. Jian, "Adaptive delay estimation and control of networked control systems, " in Proc. Int. Symp. Commun. Inf. Technol. (ISCIT), Bangkok, Thailand, Oct./Sep. 2006, pp. 707-710.
23. N. Sadeghzadeh, A. Afshar, and M.-B. Menhaj, "An MLP neural network for time delay prediction in networked control systems, " in Proc. Control Decis. Conf. (CCDC), Yantai, China, Jul. 2008, pp. 5314-5318.
24. A. Sargolzaei, K. K. Yen, S. Noei, and H. Ramezanpour, "Assessment of Hes homotopy perturbation method for optimal control of linear time-delay systems, " Appl. Math. Sci., vol. 7, no. 8, pp. 349-361, 2013.
25. M. T. Alrifai, M. Zribi, M. Rayan, and M. Mahmoud, "On the control of time delay power systems, " Int. J. Innov. Comput. Inf. Control, vol. 9, no. 2, pp. 769-792, 2013.
26. L. Jiang, W. Yao, Q. H. Wu, J. Y. Wen, and S. J. Cheng, "Delaydependent stability for load frequency control with constant and timevarying delays, " IEEE Trans. Power Syst., vol. 27, no. 2, pp. 932-941, May 2012.
27. M. Ma, H. Chen, X. Liu, and F. Allgöwer, "Distributed model predictive load frequency control of multi-Area interconnected power system, " Int. J. Elect. Power Energy Syst., vol. 62, pp. 289-298, Nov. 2014.
28. H. Bevrani, Robust Power System Frequency Control. New York, NY, USA: Springer, 2009.
29. K. J. Aström and T. Hägglund, Advanced PID Control. Research Triangle Park, NC, USA: Inst. Syst. Autom. Soc., 2006.
30. K. Zhou, J. C. Doyle, and K. Glover, Robust and Optimal Control, vol. 40. Upper Saddle River, NJ, USA: Prentice Hall, 1996.
31. K. J. Aström and B. Wittenmark, Adaptive Control. Reading, MA, USA: Addison-Wesley, 2013.
32. K. S. Narendra and A. M. Annaswamy, Stable Adaptive Systems. New York, NY, USA: Dover, 2012.
33. S. Haykin, Adaptiv Filter Theory. Englewood Cliffs, NJ, USA: Prentice-Hall, 1996.
34. T. J. Lim and M. D. Macleod, "Adaptive algorithms for joint time delay estimation and IIR filtering, " IEEE Trans. Signal Process., vol. 43, no. 4, pp. 841-851, Apr. 1995.
35. F. Reed, P. L. Feintuch, and N. J. Bershad, "Time-delay estimation using the LMS adaptive filter-static behavior; dynamic behavior, " IEEE Trans. Acoust. Speech Signal Process., vol. 29, no. 3, pp. 561-571, Jun. 1981.
36. R. H. Middleton and G. C. Goodwin, Digital Control and Estimation: A Unified Approach. Englewood Cliffs, NJ, USA: Prentice Hall, 1990.
37. W. J. Rugh, Linear System Theory, vol. 2. Englewood Cliffs, NJ, USA: Prentice Hall, 1996.