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© 2000 CRC Press LLC
•
Analog measurements that include real and reactive power flows
through transmission lines, real and reactive power injections
(generation or demand at buses), and bus voltage magnitudes.
•
Logic measurements that consist of the status of switches/breakers,
and transformer LTC positions.
•
Pseudo-measurements that may include predicted bus loads and
generation.
Analog and logic measurements are telemetered to the control center.
Errors and noise may be contained in the data. Data errors are due to failures in
measuring and telemetry equipment, noise in the communication system, and
delays in the transmission of data.
The state of a system is described by a set of variables, which at time t
0
contains all information about the system, which allows us to determine
completely the system behavior at a future time t
1
. A convenient choice is the
selection of a minimum set of variables, thus defining a minimum, but sufficient
set of state variables. Note that the state variables are not necessarily directly
accessible, measurable, or observable. Since the system model used is based on
a nodal representation, the choice of the state variables is rather obvious.
Assuming that line impedances are known, the state variables are the voltage
magnitudes and angles. This follows because all other values can be uniquely
defined once the state values are known.
State estimation is a mathematical procedure to yield a description of
the power system by computing the best estimate of the state variables (bus
voltages and angles) of the power system based on the received noisy data.
Once state variables are estimated, secondary quantities (e.g., line flows) can
readily be derived. The network topology module processes the logic
measurements to determine the network configuration. The state estimator
processes the set of analog measurements to determine the system state; it also
uses data such as the network parameters (e.g., line impedance), network
configuration supplied by the network topology, and sometimes, pseudo-
measurements. Since it not practical to make extensive measurements of
network parameters in the field, manufacturers data and one line drawings are
used to determine parameter values. This may then introduce another source of
error.
The mathematical formulation of the basic power system state
estimator assumes that the power system is static. Consider a system, which is
characterized by n state variables, denoted by
i
x , with i = 1, …, n. Let m
measurements be available. The measurement vector is denoted z and the state
vector is x. If the noise is denoted by v, then the relation between measurements
and states denoted by h is given by:
iii
vxhz
+=
)(
(8.47)