Response-based decision trees to trigger one-shot stabilizing control

  title={Response-based decision trees to trigger one-shot stabilizing control},
  author={Keqian Mei and S. M. Rovnyak},
  journal={IEEE Transactions on Power Systems},
This paper describes a method for developing response-based decision trees (DTs) to trigger stabilizing control. The DT inputs are apparent resistance R and its rate of change Rdot measured near the electrical center of the Pacific AC Intertie (PACI). The method involves triggering a fixed combination of one-shot controls when a DT trained for stability prediction indicates impending loss of synchronism. The proposed scheme is able to prevent loss of synchronism across the PACI in many… CONTINUE READING
Highly Cited
This paper has 35 citations. REVIEW CITATIONS
24 Citations
19 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 24 extracted citations


Publications referenced by this paper.
Showing 1-10 of 19 references

Decision trees using apparent resistance to detect impending loss of synchronism,

  • S. M. Rovnyak, C. W. Taylor, Y. Sheng
  • IEEE Trans. Power Delivery,
  • 2000
Highly Influential
8 Excerpts

Neural networks using apparent resistance for outofstep relaying

  • K. F. Hayes, S. M. Rovnyak, L. Sun, A. Khaliq, S. Thyagarajan
  • Proc . IEEE Power Eng . Soc . Winter Meeting…
  • 2002

and S

  • K. F. Hayes, S. M. Rovnyak, L. Sun, A. Khaliq
  • Thyagarajan, “Neural networks using apparent…
  • 2002

Using measurements and decision tree processing for response-based discrete-event control,

  • S. M. Rovnyak, Y. Sheng
  • in Proc. IEEE Power Eng. Soc. Summer Meeting,
  • 1999
3 Excerpts

Automatic Learning Techniques in Power Systems

  • L. Wehenkel
  • Norwell, MA: Kluwer
  • 1998
1 Excerpt

Information, reliability and control in the new power system,

  • J. F. Hauer, C. W. Taylor
  • in Proc. Amer. Contr. Conf.,
  • 1998
1 Excerpt

CAPS: improving power system stability using the time-overvoltage capability of large shunt capacitor banks,

  • C.W.Carson W. Taylor, A.L.Allen L. Van Leuven
  • IEEE Trans. Power Delivery,
  • 1996
1 Excerpt

Bang-bang series capacitor transient stability control,

  • D. N. Kosterev, W. J. Kolodziej
  • IEEE Trans. Power Syst.,
  • 1995
1 Excerpt

Plans to demonstrate decision tree control using phasor measurements for HVDC fast power changes

  • C. W. Taylor S. M. Rovnyak, J. R. Mechenbier, J. S. Thorp
  • Proc . Fault and Disturbance Analysis Precise…
  • 1995

Similar Papers

Loading similar papers…