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Transient performance analysis of smart grid with dynamic power distribution

Publication ,  Journal Article
Chang, X; Martinez, JM; Trivedi, KS
Published in: Information Sciences
January 1, 2018

Transient performance analysis of power distribution network (PDN) after a failure occurrence could facilitate the better design of smart grid. Researchers have proposed analytical models and the numerical solutions to analyze the PDN's transient behaviors by applying homogeneous continuous-time Markov chain (CTMC). However, the PDN system may be time-varying during a failure recovery. Then, the system restoration process evolves as a non-homogeneous CTMC (NHCTMC) on a finite state space. This paper seeks to analyze the transient performance of such a time-varying system from a failure occurrence until the system's full restoration. This restoration process consists of multiple phases which are sequential or in parallel. We apply piecewise constant approximation method to derive the formulas for computing state transient probabilities and then derive the computation formulas for the metrics of interest. A case study is conducted to apply the proposed approach to analyze the transient performance of a simple distribution automation network. This network was derived from a real power distribution network.

Duke Scholars

Published In

Information Sciences

DOI

ISSN

0020-0255

Publication Date

January 1, 2018

Volume

422

Start / End Page

98 / 109

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 49 Mathematical sciences
  • 46 Information and computing sciences
  • 40 Engineering
  • 09 Engineering
  • 08 Information and Computing Sciences
  • 01 Mathematical Sciences
 

Citation

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Chang, X., Martinez, J. M., & Trivedi, K. S. (2018). Transient performance analysis of smart grid with dynamic power distribution. Information Sciences, 422, 98–109. https://doi.org/10.1016/j.ins.2017.09.003
Chang, X., J. M. Martinez, and K. S. Trivedi. “Transient performance analysis of smart grid with dynamic power distribution.” Information Sciences 422 (January 1, 2018): 98–109. https://doi.org/10.1016/j.ins.2017.09.003.
Chang X, Martinez JM, Trivedi KS. Transient performance analysis of smart grid with dynamic power distribution. Information Sciences. 2018 Jan 1;422:98–109.
Chang, X., et al. “Transient performance analysis of smart grid with dynamic power distribution.” Information Sciences, vol. 422, Jan. 2018, pp. 98–109. Scopus, doi:10.1016/j.ins.2017.09.003.
Chang X, Martinez JM, Trivedi KS. Transient performance analysis of smart grid with dynamic power distribution. Information Sciences. 2018 Jan 1;422:98–109.
Journal cover image

Published In

Information Sciences

DOI

ISSN

0020-0255

Publication Date

January 1, 2018

Volume

422

Start / End Page

98 / 109

Related Subject Headings

  • Artificial Intelligence & Image Processing
  • 49 Mathematical sciences
  • 46 Information and computing sciences
  • 40 Engineering
  • 09 Engineering
  • 08 Information and Computing Sciences
  • 01 Mathematical Sciences