Direct and Indirect Measurements of Power System
States in Off-nominal Condition
Abstract—Wide area measurement is significant for
modernized control of power system. Phasor measurement unit
(PMU) being the prime element for wide area measurement
system (WAMS), it provides proper feedback to the closed
looped controller to take proper steps during power system
transients. This paper aims to measure the state of six bus
power system in off-nominal frequency condition. To achieve
this firstly a three phase PMU is simulated using recursive
algorithm and then the algorithm is made frequency adaptive
by re-sampling. Pseudo measurement using ABCD parameter
is also proposed and implemented.
Keywords— ABCD parameter; non-dft frequency estimation;
off-nominal phasor estimation; phasor measurement unit
(PMU); recursive algorithm; re-sampling; wide area
measurement system (WAMS).
I. INTRODUCTION
PMU is a device which measures voltage and current
phasors of the corresponding bus all in real time. Modern
PMU can also calculate frequency, rate of change of
frequency (ROCOF), rate of change of phase angle
difference (ROCOPAD) between voltage and current
phasor. After evaluating these calculations PMUs send
phasor information to a common base known as phasor data
concentrator (PDC) or super phasor data concentrator
(SPDC), which after rearranging and recalculating phasor
information with respect to time stamp sends signal to
manipulating element to control the grid. That is how wide
area measurement is done.
In [1]-[2] simulation model of PMU based on recursive
and non-recursive algorithm through LABVIEW and
MATLAB SIMULINK is proposed. But these algorithms
are unable to calculate phasor in off-nominal frequency
condition, moreover they are inappropriate for real time
phasor estimation. To calculate phasor in off-nominal
condition frequency is to be determined. Frequency in
power system can be estimated using Kalman filter, DFT
algorithm, or by non-DFT frequency estimator [3]-[5]. The
algorithm for Kalman filtering is very complex. Although
the DFT based frequency estimator can calculate all
frequency component of a signal, the process is very slow.
A non DFT frequency estimation process can calculate
frequency by taking only three samples from a sinusoid,
thus reducing the time complexity as in [5]. In [6]-[9] the
commonly used phasor measurement units are performance
and measurement class based. The common problem in [6]-
[9] is that the input signal is unintentionally delayed after
filtering operation thus delay compensator is required. For
pseudo measurement Kirchhoff’s voltage and current laws
are followed in [10] where as transmission line parameter
are more prominent in this regard.
In this paper a three phase PMU is simulated based on
recursive algorithm. The recursive algorithm is made to take
samples at sub-synchronous rate when the frequency is
lower than nominal and super-synchronous rate when the
frequency is higher than nominal by using re-sampling
filter. Next this PMU is used to measure voltage and current
phasor from the directly observable buses in off-nominal
frequency condition. The buses which are out of reach of
PMU is observed indirectly using ABCD parameter and
sending end voltage of a transmission line.
In section II there is a brief review of recursive
algorithm, frequency estimation and re-sampling. Section III
details the process of pseudo measurement of phasors.
Simulations and results obtained for the prescribed method
are analyzed in section IV. Section V concludes the
performed work.
II. REVIEW OF ADAPTIVE PMU
A rotating vector from a pure sinusoid described in time
domain named as phasor can be obtained having r.m.s.
magnitude of the sinusoid and phase angle with respect to
reference vertical axis. Two DFT based algorithms known
as recursive and non-recursive algorithms are used to
calculate and update these complex valued phasor as in [1],
[2], [11], [14]. As recursive algorithm takes less time to
update phasor compared to non-recursive algorithm it is
used to obtain voltage and current phasors quickly from a
large power system. Both of these algorithms fail to
calculate phasor when the sinusoid is off-nominal. Thus re-
sampling filter is helpful to get the input samples corrected
when frequency becomes off-nominal. The recursive
algorithm is made to take samples at sub-synchronous rate
when the frequency is lower off-nominal and super-
synchronous rate when the frequency is higher off-nominal
by using re-sampling filter as in [11], [14].
III. PSEUDO MEASUREMENT USING ABCD PARAMETER
As PMU is a costly device it is not economical to
calculate all bus voltages and branch currents of whole
network using PMU. When a part of a power system is out
Dhruba Kumar
1
1
Department of Electrical Engineering
National Institute of Technology Durgapur
Durgapur, India
Nada Ali
2
2
Department of Electrical and Electronics Engineering
Birla Institute of Technology Mesra
Ranchi, India
2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)
978-1-5090-0035-7/16/$31.00©2016IEEE 240