Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira. ISSN 0122-1701 y ISSN-e: 2344-7214
58
E
Simulation of the influence of STATCOM on
power system losses
Simulación de la Influencia del STATCOM en las Pérdidas del Sistema de Potencia
J. Sosapanta Salas ; M. Macias Gómez
DOI: https://doi.org/10.22517/23447214.25278
Artículo de investigación científica y tecnológica
Abstract—The supply of growing electricity demand is possible
through continuous technological advances and the expansion of
national and international electrical systems. This scenario could
introduce voltage drops and consequent changes in the reactive
power flow throughout the electrical network. In order to control
these problems, various strategies have been developed as a
solution to improve the transport and distribution of electrical
energy. One of them is the Flexible Alternating Current
Transmission System (FACTS), and more specifically the STATic
synchronous COMpensator (STATCOM). This paper
investigates the influence and effectiveness of STATCOM to
mitigate the losses in the transmission lines and its impacts on
bus voltage drops. The simulations are performed using the
software DIgSILENT PowerFactory and the results showed that
STATCOM reduces the power system losses in an interval of
23.86% until 32.86%, and in addition, the STATCOM decreases
the annual energy cost by 7.82% in the implemented test case.
Index Terms—Flexible AC transmission systems, power system
modeling, power transmission, reactive power control, static VAr
compensators.
Resumen El abastecimiento de la creciente demanda
eléctrica es posible a través de los continuos avances tecnológicos
y la expansión de los sistemas eléctricos nacionales e
internacionales. Este escenario podría introducir caídas de
tensión y los consiguientes cambios en el flujo de potencia
reactiva en toda la red eléctrica. Para controlar estos problemas
se han desarrollado diversas estrategias como solución para
mejorar el transporte y distribución de energía eléctrica. Uno de
ellos es el Sistema Flexible de Transmisión de Corriente Alterna
(FACTS), y más concretamente el STATic synchronous
COMpensator (STATCOM). Este artículo investiga la influencia
y efectividad del STATCOM para mitigar las pérdidas en las
líneas de transmisión y sus impactos en las caídas de tensión de
las barras. Las simulaciones se realizan utilizando el software
DIgSILENT PowerFactory y los resultados mostraron que el
STATCOM reduce las pérdidas del sistema de potencia en un
intervalo de 23,86% hasta 32,86%, y, además, el STATCOM
disminuye el costo anual de energía en 7,82% en el caso de
prueba implementado.
This manuscript was sent on February 06, 2023 and accepted on April 09,
2023. This work was supported by the Institución Universitaria Pascual
Bravo.
J. Sosapanta Salas is a researcher of the GIIAM group, of the Institución
Universitaria Pascual Bravo, in street 73 # 73a-226 Pilarica, Medellín (email:
j.sosapantasa@pascualbravo.edu.co).
M. Macias Gómez is a researcher of the SIA subgroup of the Institución
Universitaria Pascual Bravo, in street 73 # 73a-226 Pilarica, Medellín (email:
m.macias2591@pascualbravo.edu.co).
Palabras claves—Compensadores de VAr estáticos, control de
potencia reactiva, modelado de sistemas de potencia, sistemas
flexibles de transmisión de AC, transmisión de potencia.
I.
INTRODUCTION
CONOMIC development depends significantly on the
structure of the power systems since industrial
development, productivity, and citizens' quality of life are
strongly associated with a reliable, continuous, and high-
quality supply of electrical energy. In this sense, the constantly
increasing electrical load must be served with more robust,
stressed, and interconnected power systems. This scenario
requires the implementation of technical solutions to guarantee
the correct operation of the power systems [1].
A.
Motivation
One of the possible solutions is the implementation of
FACTS, which are devices based on power electronic
technologies. The FACTS systems have demonstrated to
incorporate big benefits in the power systems, such as power
factor control despite variable loads, flicker stabilization,
voltage increase in the load bus, reduction of harmonics,
increment in transmission capacity, minimal environmental
impact, reduced project implementation time, lower
investment cost, and improved stabilization of the power
system [2], [3].
B.
Literature Review.
The FACTS systems implementation has been previously
analyzed by other authors with different study approaches. In
[4]-[7], the FACTS have been used to alleviate congestion on
transmission lines. In [8], the harmonic characteristics of a
Static Var Compensator (SVC) are examined in small grid-
connected power stations. In [9], the performance of SVC is
shown as a mechanism to improve the voltage profile, power
factor, and power loss in distribution substations. The authors
in [10] use the SVC to enhance the power system stability. In
addition, the Static Synchronous Series Compensator (SSSC)
and Thyristor Controlled Series Compensator (TCSC) have
also been employed to solve the problems named above in
[11], [12].
59
Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira
With respect to the STATCOM, the authors in [13] show
the optimal location of this device for safe loading margin and
stability limits in power systems. Additionally, the
STATCOM has been used for reducing low-frequency
oscillations [14], improving voltage stability margin [15], and
identifying sensitive buses [16].
C.
Contribution
This document presents the simulation of the effects
obtained by installing a STATCOM in an electrical substation.
Specifically, the study is concentrated on changing the
STATCOM loadability and checking the improvements in
power system losses, voltage profiles and economic benefits.
D.
Paper Organization
This paper is organized as follows. Section II presents the
STATCOM main characteristics and its respective modeling.
The regional context associated with the FACTS systems is
shown in III. Section IV describes the test system and the
simulation scenarios. Section V exposes the analysis of the
results and finally, section VI exposes the conclusions of this
research.
II.
STATCOM FRAMEWORK
Within the FACTS classification indicated in Fig. 1, the
STATCOM is a second-generation thyristor control switch.
The STATCOM behaves essentially as a synchronous
compensator allowing continuous control of reactive power
and offering a faster response speed and can provide
capacitive and inductive compensation. The STATCOM has
the ability to control the relative magnitude between the line
voltage and the inverter output voltage. It is one of the most
important FACTS controllers and uses a Voltage Source
Converter (VSC) switching device to control the output
voltage and the current injection [17].
A.
STATCOM Components
For the STATCOM, the voltage source controlled in
amplitude and phase is implemented through inverters which
are connected on their DC side to a capacitor and on their AC
side to a transformer as indicated in Fig. 2. The functions of
each STATCOM component are described below,
1)
Inverter: The inverter is integrated with electronic
devices, such as GTOs and IGBTs, which have cutting and
conduction capacities. The inverter function is to generate the
AC voltage from the DC voltage at the capacitor terminals of
the DC side. The use of multiple inverters reduces harmonic
distortion in the output voltage.
2)
DC side capacitor: The main function of the DC side
capacitor is to serve as a DC voltage source, making it
possible to operate the inverter. In addition, the capacitor on
the DC side serves as a temporary energy accumulator
allowing the exchange between the electrical system and the
STATCOM.
Fig. 1. FACTS classification.
Fig. 2. STATCOM device diagram.
3)
Transformer: The transformer is used for two main
functions. The first is to serve as a coupling with the AC
electrical system, adapting the operating voltages of the
equipment and the voltage limits of the inverters with the
network; in addition, with certain special configurations, the
transformer eliminates some of the harmonics generated by
the inverters, reducing the harmonic content inserted in the
electrical network. The second consists of using the
transformer to create zero-sequence blocking structures if one
exists, and to serve as a damping element for transients [18].
B.
STATCOM Modelling
The mathematical model of a STATCOM device in the
three-phase representation has the following form (1) and (2)
[19],
𝑣
Τ
𝑐
𝑖
𝑎𝑏𝑐
= 𝑣
𝑑𝑐
𝐶
𝑏
𝑣
𝑑𝑐
+ 𝑣
𝑑𝑐
𝑖
𝑑𝑐
��
��
(1)
𝑣
𝑎𝑏𝑐𝑖
𝑣
𝑎𝑏𝑐
= 𝑅
𝑒𝑞
𝑖
𝑎𝑏𝑐
+ 𝐿
𝑒𝑞
𝑑𝑡
𝑖
𝑎𝑏𝑐
60
Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira
where
���
is the voltage vector,
���
is the current
vector,
����
is the inverter terminal voltage vector,
is DC bus
capacitor,
��
is its voltage,
��
and
��
are series
equivalents of the resistances and inductances of the two LCL-
filter coils, respectively, without considering the capacitor.
The first term of the system (1) corresponds to the
calculation of the instantaneous three-phase power in the
electrical network through the scalar product of the voltage
and current vectors. To establish a simpler model of a grid-
connected system, it is common practice to transform the
electrical variables of the three-phase system 𝑎𝑏𝑐 to the
system dq0-frame using Park’s transformation, where, the
position of the d-axis concerning phase 𝑎 of the three-phase
system, is taken as reference and representation indicated in
(
3
)
and
(
4
)
,
2
[
] =
[
(
)
]
[
]
3
0
(3)
with
The STATCOM device has no neutral line enabled and no
connection to the ground system, so non-zero sequence signals
are present. For this reason, the order of the compensator
model is reduced, which is represented in the dq0-frame, as
follows shown in
(
5
)
(
7
)
,
2 1
𝑣
𝑑𝑐
= 𝑣
𝑑
𝑖
𝑑
𝑖
𝑑𝑐
�� 3
��
(5)
��
1 1
𝑖
𝑑
= 𝑖
𝑑
+ 𝜔
𝑒
𝑖
𝑞
+ 𝑣
𝑑
𝑣
𝑑𝑖
��
��
��
��
(6)
��
1
𝑖
𝑞
= 𝑖
𝑞
𝜔
𝑒
𝑖
𝑑
+ 𝑣
𝑞
��
��
��
(7)
where
��
,
���
, and
��
are voltage, inverter terminal
voltage, and current of the STATCOM device in the dq-frame.
Refer to [19] for further details of the mathematical model.
III.
FACTS INSTALLED IN COLOMBIA
The FACTS systems installed in the National
Interconnected System in Colombia are indicated below and in
addition, the last corresponds to the pilot of Flexible
Distributed Alternating Current Transmission Systems (D-
FACTS).
A.
Chinú (500 kV)
ISA installed an SVC in the Chinú substation consisting of
two banks of thyristor-switched capacitors (TSCs) and two
banks of thyristor-controlled reactors (TCRs). The TSCs
provide voltage support after large disturbances, damp power
oscillations, control voltage, and balance the load. The SVC
installed in the Chinú substation has the following features
500 kV +250, -150 MVAr. This project began to function at
the end of 1999 [18].
B.
Caño Limón (230 kV)
This project is similar to the FACTS in the Chinú substation
with the difference that the SVC installed in this substation
has the following features 230 kV +250, -150 MVAr.
C.
Tunal
The Bogotá energy company commissioned in 2014 the
SVC Static Reactive Power Compensator at the Tunal 230 kV
substation to have the necessary reactive power for voltage
support in Bogotá and the eastern area. The SVC installed in
the Tunal substation has a control strategy that includes
functions for reactive power control, overload capacity, and
power oscillation damping control. The SVC is connected to
the 230 kV network through three single-phase transformers
connected in YN/d11, with a three-phase capacity of 240
MVA. In addition, it is composed of a TCR with a capacity of
140 MVAr, two TSC with a capacity of 80 MVAr each, and
two filter banks tuned near the fifth and seventh harmonics
[20].
D.
Bacatá
The Bacatá substation at 500 kV, located in the eastern area
of Colombia, has a STATCOM with a reactive power supply
capacity of 200 MVAr. This element allows a constant supply
of reactive power, regardless of voltage drops in the system,
and it needs little space for its operation.
E.
Envigado
Pilot D-FACTS of the company EPM (Empresas Públicas
de Medellín), is a regional pioneer project with international
recognition by the World Economic Forum in 2020, within the
Critical Infrastructure category, as one of the three
technologies that have played a fundamental role in the energy
transformation in the last decade due to its environmental,
social and property benefits, by facilitating the connection of
renewable energy generation and infrastructure optimization
[21].
IV.
TEST SYSTEM AND SIMULATION SCENARIOS
The test system has a single-sectioned bus substation and is
illustrated in Fig. 3. A 28 kV STATCOM device with a
reactive power supply capacity of 200 MVAr (two 100 MVAr
in parallel), which is connected on the high side of the
electrical substation via a step-up transformer (28 kV/500 kV)
as illustrated in Fig. 4.
2 2
𝖥 cos(𝜃
𝑒
) 𝑐𝑜𝑠 (𝜃
𝑒
3
) 𝑐𝑜𝑠 (𝜃
𝑒
+
3
) 1
2 2
𝑃
(
𝜃
𝑒
)
=
−sin
(
𝜃
𝑒
)
−𝑠𝑖𝑛 (𝜃
𝑒
3
) −𝑠𝑖𝑛 (𝜃
𝑒
+
3
)
I
2
2
2
I
[
2 2 2
]
(4)
61
Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira
Fig. 3. Power test system with an electrical substation 500 kV/110 kV.
The test system parameters are listed in Appendix A, in
tables I, II, III and IV, and this system consists of the
following elements: electrical substation, STATCOM device,
8 Transmission lines (L), 10 system nodes (N), 4 Transformers
(T), 2 Generators (G), 5 Engines (M), 1 Slack infinite bus.
For simulation purposes, two scenarios are suggested to
analyze the impact of the STATCOM device in a power
system. The first scenario simulates the test system without
the STATCOM device by varying the system loadability from
50% to 150% using intervals of 10%. In this scenario, it is also
considered that generators always provide the same active
power and maintain the voltage constant at the nodes they are
connected. The second scenario considers a STATCOM
device installed in the electrical substation, which regulates
the voltage at the high side voltage of the electrical substation.
Fig. 4. Electrical substation 500 kV/110 kV.
V.
RESULTS ANALYSIS
Fig. 5 shows the behavior of the voltages with different
percentages of loadability at the nodes N6, Ns1, and Ns3.
These nodes are selected given that these are the nodes where
the effects of the STATCOM on the electrical system are best
evidenced. Node Ns1 is the node where the STATCOM
device will keep the voltage constant. The voltage of Ns1 with
the implementation of the STATCOM device remains constant
at 1.00 pu. However, without the STATCOM devices, the
voltage changes from 1.02 pu and decreases to 0.99 pu
observing a voltage reduction as the system loadability
increases.
Fig. 5. Voltages of the representative nodes (⸺with STATCOM; ---without
STATCOM).
The Ns3 node with the STATCOM implementation starts
with a voltage of 0.98 pu and decreases to 0.91 pu; analyzing
the graph without the STATCOM implementation, the voltage
starts at 1.00 pu and drops to 0.90 pu. It can be observed that
the total change in voltage without the STATCOM is higher
than with the STATCOM implementation.
Additionally, in Fig. 5 is presented the voltage
6
with the
STATCOM device connected to the system starts at 1.00 pu
and decreases to 0.90 pu; while when the STATCOM device
is not considered, the voltage at this same node N6 starts at
1.03 pu and as the load increases it decreases to 0.89 pu. It can
be noted that the voltage drop is more drastic when the
STATCOM device is not considered in the system.
On the other hand, Fig. 6 shows that the transmission line
1
without the implementation of STATCOM device starts
with line power losses of 0.24 MW and increases up to 0.65
MW. In the case of the implementation of STATCOM, the
line power losses start from 0.02 MW, increasing in a
parabolic way until reaching 0.64 MW. The line power losses
1
for the entire loadability range are reduced by 23.86%. The
power losses in transmission line
6
show no
major
62
Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira
differences in losses with the implementation of STATCOM,
and without it, as can be seen in the power losses starting at
0.21 MW and reaching up to 2.64 MW. Transmission line L8
is the one that presents the most significant difference between
the implementation of STATCOM and without it, as can be
seen in Fig. 6 until reaching 65% of system loadability.
Transmission line
8
has losses of almost 0.08 MW with the
implementation of STATCOM and without it, but from this
point onwards, it begins to vary. Without the implementation
of the STATCOM device, it begins to increase losses up to
1.02 MW. On the other hand, with the implementation of
STATCOM, they increase up to 0.65 MW because
8
is the
line that connects node 6 with node 7 where motors M3, M4,
and M5 are located, being the farthest line of the system and
with higher loadability. In this case, the reduction of losses
with implementing STATCOM considering all loadability
cases is 32.86%. It is important to note that this loss reduction
is for each line
7
and
8
.
Line
2
has constant losses of 0.01 MW, and
3
has
constant power losses of 0.02 MW with the STATCOM
implementation. These losses constantly behave for two
reasons: first, the generators in all load cases always generate
the same power, and second, the substation voltage is constant
in all load cases due to STATCOM. At the same time, without
implementing the STATCOM device, the line power losses
2
start from almost 0 MW and increase to 0.01 MW, and the line
power losses
3
start from 0.01 MW and increase to 0.02
MW. The losses in these lines behave as a parabola since the
substation voltage varies according to the power system
loadability.
Transformers T1 and T2 present changes in their reactive
power with the implementation of STATCOM, and without it,
reactive power starts from -25 MVAr to 0 MVArs. With the
implementation of the STATCOM device, the two
transformers present a constant reactive power of -5 MVArs.
Fig. 6. Transmission lines power losses (⸺with STATCOM; ---without
STATCOM).
It can be seen that the STATCOM device compensates for
the reactive power required by the system as shown in Fig. 7.
While in transformer T3 the reactive power does not have any
significant change, and this is due to the load requirements and
considering that the STATCOM does not compensate
downstream of it.
A. Complementary analysis
This part shows the annual energy cost due to the total
energy losses in the transmission lines of the power system.
These power losses are computed as average power losses in
loadability scenarios. The annual costs are calculated as
(
8
)
.
��
=
��
��
��
(8)
Fig. 7. Transformers reactive power (⸺with STATCOM; ---without
STATCOM).
63
Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira
where
�����
represents the annual energy cost in
COP,
���
is the cost of the energy transport of the National
interconnected system in COP/kWh,
����
is power system
losses,
corresponds to the hours in a day, and
�����
denotes the days of the year.
The
���
in September of 2022 was 50.8461 COP/kWh,
which is used to compute the
�����
. The total power losses
with and without STATCOM devices in the power system are
5.96 MW and 6.47 MW, respectively. The annual cost of
energy with and without STATCOM devices are 2.654.858
COP and 2.882.035 COP, respectively. Thus, based on this
study case, the STATCOM device reduces the energy cost in
the power system by 7.82%.
VI.
CONCLUSIONS
The implementation of the STATCOM device greatly
reduced the losses of the power system analyzed and improves
the system performance. The effectiveness of the STATCOM
device is remarkable both in its decrease in losses in the
electrical system and the decrease in operating costs.
Therefore, the implementation of this device is linked to the
budget or the level of investment available to the utility to
improve its service.
REFERENCES
[1]. J. Kogan and D. Bondorevsky, “La infraestructura en el desarrollo de
américa latina,” Economía y desarrollo, vol. 156, no. 1, pp. 168–186,
2016.
[2]. S. Abhinav and B. C. Pal, Dynamic estimation and control of power
systems. Academic Press, 2018.
[3]. M. Eremia, C.-C. Liu, and A.-A. Edris, Advanced solutions in power
systems: HVDC, FACTS, and Artificial Intelligence. John Wiley & Sons,
2016. DOI: 10.1002/9781119175391
[4]. A. Pillay, S. P. Karthikeyan, and D. Kothari, “Congestion management
in power systems–a review,” International Journal of Electrical Power
& Energy Systems, vol. 70, pp. 83–90, 2015. DOI:
10.1016/j.ijepes.2015.01.022
[5]. S.-H. Song, J.-U. Lim, and S.-I. Moon, “Installation and operation of
facts devices for enhancing steady-state security,” Electric Power
Systems Research, vol. 70, no. 1, pp. 7–15, 2004. DOI:
10.1016/j.epsr.2003.11.009.
[6]. S. Rahimzadeh and M. T. Bina, “Looking for optimal number and
placement of facts devices to manage the transmission congestion,”
Energy conversion and management, vol. 52, no. 1, pp. 437–446, 2011.
DOI: 10.1016/j.enconman.2010.07.019
[7]. S. Thangalakshmi and P. Valsalal, “Congestion management using
hybrid fish bee optimization,” Journal of Theoretical & Applied
Information Technology, vol. 58, no. 2, 2013.
[8]. M. Mumtaz, S. I. Khan, W. A. Chaudhry, and Z. A. Khan, “Harmonic
incursion at the point of common coupling due to small grid-connected
power stations,” Journal of Electrical Systems and Information
Technology, vol. 2, no. 3, pp. 368–377, 2015. DOI:
10.1016/j.jesit.2015.06.005
[9]. M. Katira and K. Porate, “Computer simulation of 132/11 kv distribution
substation using static var compensator (svc) for voltage enhancement a
case study,” in 2009 Second International Conference on Emerging
Trends in Engineering & Technology. IEEE, 2009, pp. 521–526. DOI:
10.1109/ICETET.2009.61
[10]. S. Hameed and P. Garg, “Improvement of power system stability using
genetically optimized svc controller,” International Journal of System
Assurance Engineering and Management, vol. 5, no. 4, pp. 475–486,
2014. DOI: 10.1007/s13198-014-0233-6
[11]. A. Sode-Yome, N. Mithulananthan, and K. Y. Lee, “Static voltage
stability margin enhancement using statcom, tcsc and sssc,” in 2005
IEEE/PES Transmission & Distribution Conference & Exposition: Asia
and Pacific. IEEE, 2005, pp. 1–6. DOI: 10.1109/TDC.2005.1547141
[12]. S. M. Sajjadi, M.-R. Haghifam, and J. Salehi, “Simultaneous placement
of distributed generation and capacitors in distribution networks
considering voltage stability index,” International Journal of Electrical
Power & Energy Systems, vol. 46, pp. 366–375, 2013. DOI:
10.1016/j.ijepes.2012.10.027
[13]. S. Sreedharan, T. Joseph, S. Joseph, C. V. Chandran, J. Vishnu, and V.
Das, “Power system loading margin enhancement by optimal statcom
integration-a case study,” Computers & Electrical Engineering, vol. 81,
p. 106521, 2020. DOI: 10.1016/j.compeleceng.2019.106521
[14]. S. Abd-Elazim and E. Ali, “Optimal location of statcom in multimachine
power system for increasing loadability by cuckoo search algorithm,”
International Journal of Electrical Power & Energy Systems, vol. 80,
pp. 240–251, 2016. DOI: 10.1016/j.ijepes.2016.01.023
[15]. A. S. Siddiqui and T. Deb, “Voltage stability improvement using
statcom and svc,” International journal of computer applications, vol.
88, no. 14, 2014. DOI: 10.5120/15424-4070
[16]. S. Ratra, R. Tiwari, and K. R. Niazi, “Voltage stability assessment in
power systems using line voltage stability index,” Computers &
Electrical Engineering, vol. 70, pp. 199–211, 2018. DOI:
10.1016/j.compeleceng.2017.12.046
[17]. J. P. Rivera Barrera, “Modelamiento y simulación de dispositivos facts
para estudios eléctricos de estado estable,” 2008.
[18]. L. V. Agudelo Gallego and L. Ruíz Ochoa, “Identificación de las
ventajas, las desventajas y las características de los sistemas de
transmisión flexible (facts),” 2008.
[19]. O. A. Morfín-Garduño, L. A. Zavala-Rubio, F. Ornelas-Téllez, and R.
Ramírez-Betancour, “Compensación de potencia reactiva mediante el
control robusto de un statcom en un sistema de potencia,” Ingeniería,
investigación y tecnología, vol. 22, no. 3, pp. 0–0, 2021.DOI:
10.22201/fi.25940732e.2021.22.3.020
[20]. Empresa de energía de Bogotá S.A.S. E.S.P Colombia, “Impacto del
SVC tunal 230 kV en el sistema eléctrico de EEBEN 2015,” 2017.
[Online]. Available: https://docplayer.es/114850732-Empresa-de-
energia-de-bogota-s-a-e-s-p-colombia-impact\o-del-svc-tunal-230-kv-
en-el-sistema-electrico-de-eeb-2015-bogota-ag\osto-de-2017.html
[21]. E. P. de Medellín (EPM), “Facts modulares tecnología de la
transformación de la red,” 2021. [Online]. Available:
https://www.epm.com.co/site/con-la-nueva-tecnologia-d-facts-epm-se-
ubica-a-la-vanguardia-electric\a-en-america-latina
[22]. F. M. Gonzalez-Longatt and J. L. Rueda, PowerFactory applications for
power system analysis. Springer, 2014. DOI: 10.1007/978-3-319-12958-
7
Joseph Sosapanta Salas, was born in El
Tambo, Nariño, Colombia in 1990. He
received the degree in electrical
engineering from National University of
Colombia, in 2014 and the degree Master
in Electrical Engineering from the same
university in 2023. He also received the
MBA degree in 2021. Currently, the is a
full-time research professor at Institución
Universitaria Pascual Bravo. His research interest includes
power systems and renewable energy.
ORCID: https://orcid.org/0000-0002-2035-9323
Miyerladis Macias Gómez was born in Medellín, Antioquia,
Colombia. She received a degree in
electrical technology from the Institución
Universitaria Pascual Bravo. She is
currently studying for a B.Sc. degree in
Electrical Engineering from the same
university. His research interests include
Internet of Things applications, processing
automatization, and control in electrical
systems.
ORCID: https://orcid.org/0000-0002-7490-2061
64
Scientia et Technica Año XXVIII, Vol. 28, No. 02, abril-junio de 2023. Universidad Tecnológica de Pereira
APPENDIX A. TEST SYSTEM PARAMETERS [22].
TABLE I.
TRANSMISSION LINES DATA.
Line
Node k
Node m
Length
[km]
Rated voltage
[kV]
Resistance
[Ω/km]
Reactance
[Ω/km]
Susceptance
[µs/km]
Rated current
[kA]
L1
N1
Ns1
100
500
0.02336
0.33103
483.133
1.905
L2
N3
Ns1
70
500
0.02336
0.33103
483.133
1.905
L3
N4
Ns1
85
500
0.02336
0.33103
483.133
1.905
L4
NS3
N6
15
110
0.1318
0.4787
34.793
0.467
L5
NS3
N6
15
110
0.1318
0.4787
34.794
0.468
L6
NS3
N6
15
110
0.1318
0.4787
34.795
0.469
L7
N6
N7
7
110
0.1318
0.4787
34.796
0.470
L8
N6
N7
7
110
0.1318
0.4787
34.797
0.471
TABLE II.
TRANSFORMERS DATA.
Transformer
Node k
Node m
𝑉
𝐻
𝑉
𝐿
[kV]
Rated power
[MVA]
Reactance
[%]
Connection
T1
N3
N2
13.8/500
40
4
𝑌
𝑁
𝐷
T2
N4
N5
13.8/500
40
4
𝑌
𝑁
𝐷
T3
Ns1
Ns3
500/110
200
4
𝑌
𝑁
𝑌
𝑁
T4
Ns2
Ns4
500/28
200
14.85
𝑌
𝑁
𝐷
TABLE III.
LOADS DATA.
Motor
Node
Rated voltage
[kV]
Active power
[MW]
Reactive power
[MVAr]
M1
N6
110
40
20
M2
N6
110
40
20
M3
N7
110
40
20
M4
N7
110
40
20
M5
N7
110
40
20
TABLE IV.
GENERATORS DATA.
Generator
Node
Rated voltage
[kV]
Rated power
[MVA]
Power factor
Connection
Operating power
[MW]
G1
N2
13.8
40
0.8
25
G2
N5
13.8
41
0.9
22