Synchrophasor-Based State Estimation for
Microgrid Protection
Dmitry Rimorov
*
, Yves Brissette
†
, Innocent Kamwa
†
and G´ eza Jo´ os
*
*
School of Electrical and Computer Engineering
McGill University, Montreal, Canada
Emails: dmitry.rimorov@mail.mcgill.ca, geza.joos@mcgill.ca
†
Hydro-Quebec Research Institute, Varennes, Canada
Emails: yves.brissette@ireq.ca, innocent.kamwa@ireq.ca
Abstract—The challenge of microgrid protection is associated
with many factors, such as frequently changing conditions and
topology, lack of established power flow direction, presence
of inverter-interfaced generation, among others. To overcome
the challenges faced by the conventional protection, the paper
demonstrates the application of a synchrophasor-based state
estimation algorithm for protection of microgrids. The approach
is tested on a model of an existing microgrid/test feeder. The
results show the inherent flexibility of the approach towards
changing conditions of microgrid operation. It requires minimum
coordination that ensures quick detection of various types of
faults in different locations.
I. I NTRODUCTION
Protection of active distribution grids and Microgrids (μG)
is a challenging task for multiple reasons. Due to their op-
erational flexibility, such systems are expected to frequently
change topology and operating conditions. Therefore, dom-
inant power flow patterns are hard to establish, which is a
challenge for coordination of directional protection. Issues like
nuisance tripping and protection blinding [1] are expected
to occur more often. Furthermore, large share of distributed
generation, in particular inverter-interfaced sources alters cur-
rent contribution levels, making the utilization of conven-
tional over-current or distance protection relays problematic;
moreover, the control mode of inverters may affect relay
performance [2].
There is a growing consensus that protection schemes
must become adaptive in some way. Proposed approaches are
viewed to be equally applicable to active distribution systems
and μGs. One popular approach is to ensure that the settings of
the conventional relays are changed in response to changing
system conditions. These settings can be calculated in real-
time, for instance by using a fault analysis simulation tool
[3], or by utilizing an optimization approach [1]. Alternatively,
relay setting groups can be pre-determined in advance for
different conditions of the network [3].
Another direction for protection approaches that can be ap-
plied in μGs explores the idea of ”setting-less“ protection [4]
based on state estimation (SE). The main advantage of such ap-
proach is its inherent flexibility similar to differential or model-
based protection. Dynamic state estimation algorithms and SE-
based indices (particularly, chi-square index) are proposed to
be used to check relative health and detect abnormalities within
a protected element [5], [6]. Growing availability of high-
precision PMUs is of particular interest for such applications
[7]. In fact, protection functionality can be viewed as one of
the PMU enabled features in μGs and distribution systems,
along with state estimation for the purpose of monitoring,
control and optimized operation. Feasibility of applying PMU-
based state estimation for active distribution protection was
demonstrated by Pignati et al. [8]. Rather than utilizing a
chi-square index as fault indicator, several parallel augmented
state estimators were used, each of which modeled a fault
on a particular line. The paper also demonstrated viability of
using PMU-based protection, as it has been shown to provide
quick response and adequate precision, even with substantial
measurement noise.
The μG protection scheme proposed in this paper applies
static linear state estimation based on phasor measurements
obtained from an actual PMU algorithm. Instead of assuming a
PMU at each bus, the approach utilizes limited measurements
and considers various formulations of the SE problem that
can reliably detect faults. The approach is tested for multiple
scenarios that include various fault locations and fault types.
The model of an existing μG was used.
The rest of the paper is organized as follows: Section II
describes the utilized approach, including the discussion on
the benchmark and its modeling, PMU algorithm and SE
formulation; Section III shows the results on the performance
of the protection scheme; Section IV discusses the results
and acknowledges the limitations of the utilized approach,
outlining the future work; Section V concludes the paper.
II. PROPOSED APPROACH
A. IREQ Test System and Its Modelling
The model of the μG used in the paper is based on an
existing test line – the IREQ test feeder (Fig. 1). It is a small
25 kV network that can operate either in islanded mode or
connected to a 120 kV grid, and thus is qualified as a μG.
It consists of a battery storage device (250 kVA), an inverter-
interface generation source (250 kVA) capable of following
MPPT of a renewable source, a synchronous generator (400
kVA) and a controllable load. They are connected to dedicated
feeders of approximately 150 m each (Lines 2-3 and 2-4)
through 500 kVA transformers. Line 1-2 is about 200 m long.
978-1-5386-7703-2/18/$31.00 ©2018 IEEE
Authorized licensed use limited to: BIBLIOTHEQUE DE L'UNIVERSITE LAVAL. Downloaded on October 02,2022 at 23:22:03 UTC from IEEE Xplore. Restrictions apply.