Transient performance analysis of smart grid with dynamic power distribution

TitleTransient performance analysis of smart grid with dynamic power distribution
Publication TypeJournal Article
Year of Publication2018
AuthorsX Chang, JM Martinez, and KS Trivedi
JournalInformation Sciences
Volume422
Start Page98
Pagination98 - 109
Date Published01/2018
Abstract

© 2017 Elsevier Inc. 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.

DOI10.1016/j.ins.2017.09.003
Short TitleInformation Sciences