Published at : 22 Sep 2025
Volume : IJtech
Vol 16, No 5 (2025)
DOI : https://doi.org/10.14716/ijtech.v16i5.7269
Eki Rovianto | Department of Mechanical Engineering, Vocational School, Universitas Sebelas Maret, Indonesia |
Bhre Wangsa Lenggana | Department of Mechanical Engineering, Universitas Jenderal Soedirman, Purwokerto, 53122, Indonesia |
Khairunnisa | Department of Electrical and Electronic Engineering, Vocational Faculty, Universitas Negeri Yogyakarta, Yogyakarta, Indonesia |
Luki Septya Mahendra | Department of Electrical Engineering, Politeknik Elektronika Negeri Surabaya, Surabaya, 60111, Indonesia |
Ari Prasetyo | Department of Mechanical Engineering, Vocational School, Universitas Sebelas Maret, Indonesia |
Catur Harsito | Department of Mechanical Engineering, Vocational School, Universitas Sebelas Maret, Surakarta, Indonesia |
The development of renewable energy has had a positive impact on reducing the level of fossil fuel emissions. One of the renewable energies that currently has a fairly high level of efficiency is Photovoltaic (PV). Motors supplied by PV have a low starting voltage and cause voltage fluctuations, reducing the stability and performance of the motor. One method that can be used to reduce voltage fluctuations is to control its stability. This can be achieved by adding a boost converter controlled by an optimized Proportional Integral Derivative (PID). Several methods are often used to find the right PID value, including the trial-and-error method and the numerical optimization method. This paper discusses the optimization of PID tuning on boost converters and Brushless Direct Current (BLDC) motors using the Sequential Quadratic Programming (SQP) method. Tuning using SQP provides an overshoot value of 0% and a completion time of 480 s, which is much smaller than the metaheuristic-based ones, such as Geometric Mean Optimizer (GMO) 379 s and Firefly Algorithm (FA) 1108 s. In addition, the simulation time obtained on SQP is 13.25 and 16.41 times faster than GMO and 16.41 times faster than FA. Considering the performance in terms of the integral of time-weighted absolute error (ITAE), SQP has a better performance by 1018555 compared to the metaheuristic method, which has a performance of 1097300. This difference indicates that SQP, which is a metaheuristic method, produces a more optimal ITAE value by 7.18% compared to FA and 9.64% compared to GMO.
BLDC motor; Boost converter; PID controller; Renewable energy; Robust SQP optimization
Aguila-Leon,
J, Vargas-Salgado, C, Hurtado-Perez, E, Garcia, EXM & Chiñas-Palacios, C
2021, 'Particle swarm optimization, genetic algorithm and grey wolf optimizer
algorithms performance comparative for a DC-DC boost converter PID controller',
Advances in Science, Technology and Engineering Systems Journal, vol. 6,
no. 1, pp. 619-625
Aiman
Setiawan, EAS 2017, 'Optimization of a photovoltaic power plant in Indonesia
with proper tilt angle and photovoltaic type using a system advisor model', International
Journal of Technology, vol. 8, no. 3, pp. 291-319, https://doi.org/10.14716/ijtech.v8i3.8076
Ajiwiguna,
TA & Kirom, MR 2024, 'Uninterrupted electricity supply using off-grid solar
PV systems for remote areas', International Journal of Technology, vol.
15, no. 5, pp. 1561-1572, https://doi.org/10.14716/ijtech.v15i5.6089
Alshareef, A,
Shah, R, Mithulananthan, N & Alzahrani, S 2021, 'A new global index for
short term voltage stability assessment', IEEE Access, vol. 9, pp.
36114-36124, https://doi.org/10.1109/ACCESS.2021.3061712
Anshory, I,
Jamaaluddin, J, Wisaksono, A, Sulistiyowati, I, Hindarto, Rintyarna, BS,
Fudholi, A, Rahman, YA & Sopian, K 2024, 'Optimization DC-DC boost
converter of BLDC motor drive by solar panel using PID and firefly algorithm', Results
in Engineering, vol. 21, article 101727, https://doi.org/10.1016/j.rineng.2023.101727
Aseem, K &
Selva Kumar, S 2020, 'Closed loop control of DC-DC converters using PID and
FOPID controllers', International Journal of Power Electronics and Drive
Systems, vol. 11, no. 3, pp. 1323-1332, https://doi.org/10.11591/ijpeds.v11.i3.pp1323-1332
Ben Safia, Z,
Kharrat, M, Allouche, M & Mohamed, C 2021, 'TS fuzzy fault-tolerant
tracking control of a PV pumping system based on an induction motor', IETE
Journal of Research, vol. 7, pp. 4826-4835, https://doi.org/10.1080/03772063.2021.1958387
Bharat, S,
Ganguly, A, Chatterjee, R, Basak, B, Sheet, DK & Ganguly, A 2019, 'A review
on tuning methods for PID controller', Asian Journal for Convergence in
Technology, vol. 5, no. 1, pp. 1-4, http://www.asianssr.org/index.php/ajct/article/view/731
Bistak, P, Huba,
M, Vrancic, D & Chamraz, S 2023, 'IPDT model-based Ziegler–Nichols tuning
generalized to controllers with higher-order derivatives', Sensors, vol.
23, no. 8, article 3787,
https://doi.org/10.3390/s23083787
Bueso, MC,
Paredes-Parra, JM, Mateo-Aroca, A & Molina-García, A 2022, 'Sensitive
parameter analysis for solar irradiance short-term forecasting: Application to
LoRa-based monitoring technology', Sensors, vol. 22, no. 4, article 1499, https://doi.org/10.3390/s22041499
De, S, Swathika,
OVG, Tewari, N, Venkatesan, AK, Subramaniam, U, Bhaskar, MS, Padmanaban, S,
Leonowicz, Z & Mitolo, M 2020, 'Implementation of designed PV integrated
controlled converter system', IEEE Access, vol. 8, pp. 100905-100915, https://doi.org/10.1109/ACCESS.2020.2997405
Delfianti, R,
Rovianto, E, Budi, ALS, Priyadi, A, Abadi, I & Soeprijanto, A 2022,
'Evaluation of the energy transaction cost for microgrid-based wheeling system
using power flow tracing: A case study', International Review of Electrical
Engineering, vol. 17, no. 2, pp. 154-163, https://doi.org/10.15866/iree.v17i2.21792
Devaraj,
SV, Gunasekaran, M, Sundaram, E, Venugopal, M, Chenniappan, S, Almakhles, DJ,
Subramaniam, U & Bhaskar, MS 2021, 'Robust queen bee assisted genetic
algorithm (QBGA) optimized fractional order PID (FOPID) controller for not
necessarily minimum phase power converters', IEEE Access, vol. 9, pp.
93331-93337, https://doi.org/10.1109/ACCESS.2021.3092215
Eleftheratos,
K, Raptis, I-P, Kouklaki, D, Kazadzis, S, Founda, D, Psiloglou, B, Kosmopoulos,
P, Fountoulakis, I, Benetatos, C, Gierens, K, Kazantzidis, A, Richter, A &
Zerefos, C 2024, 'Atmospheric parameters affecting spectral solar irradiance
and solar energy (ASPIRE)', AIP Conference Proceedings, vol. 2988, no.
1, article 110002, https://doi.org/10.1063/5.0183678
Gao, Y
2023, 'PID-based search algorithm: A novel metaheuristic algorithm based on PID
algorithm', Expert Systems with Applications, vol. 232, article 120886, https://doi.org/10.1016/j.eswa.2023.120886
Ghamari,
SM, Narm, HG & Mollaee, H 2022, 'Fractional-order fuzzy PID controller
design on buck converter with antlion optimization algorithm', IET Control
Theory & Applications, vol. 16, no. 3, pp. 340-352, https://doi.org/10.1049/cth2.12230
Grigora?, G, Neagu, B-C, Ivanov, O, Livadariu, B &
Scarlatache, F 2022, 'A new SQP methodology for coordinated transformer tap
control optimization in electric networks integrating wind farms', Applied
Sciences, vol. 12, no. 3, article 1129, https://doi.org/10.3390/app12031129
Hasanah,
RN, Yuniar, F, Setyawati, O, Suyono, H, Sawitri, DR & Taufik, T 2024, 'A
modified perturb-and-observe control for improved maximum power point tracking
performance on grid-connected photovoltaic system', International Journal of
Technology, vol. 15, no. 1, pp. 291-319, https://doi.org/10.14716/ijtech.v15i1.5316
Hekimo?lu,
B & Ekinci, S 2020, 'Optimally designed PID controller for a DC-DC buck
converter via a hybrid whale optimization algorithm with simulated annealing', Electrica,
vol. 20, no. 1, pp. 19-27, https://doi.org/10.5152/electrica.2020.19034
Ibrahim,
MA, Mahmood, AK & Sultan, NS 2019, 'Optimal PID controller of a brushless
DC motor using genetic algorithm', International Journal of Power
Electronics and Drive Systems (IJPEDS), vol. 10, no. 2, pp. 822-830, https://doi.org/10.11591/ijpeds.v10.i2.pp822-830
Izci,
D, Hekimo?lu, B & Ekinci, S 2022, 'A new artificial ecosystem-based
optimization integrated with Nelder-Mead method for PID controller design of
buck converter', Alexandria Engineering Journal, vol. 61, no. 3, pp.
2030-2044, https://doi.org/10.1016/j.aej.2021.07.037
Jamahori, HF, Abdullah, MP, Ali, A &
AlKassem, A 2024, 'Optimal design and performance analysis of multiple
photovoltaic with grid-connected commercial load', International Journal of
Technology, vol. 15, no. 4, pp. 291–319, https://doi.org/10.14716/ijtech.v15i4.6019
Janprom,
K, Permpoonsinsup, W & Wangnipparnto, S 2020, 'Intelligent tuning of PID
using metaheuristic optimization for temperature and relative humidity control
of comfortable rooms', Journal of Control Science and Engineering, vol.
2020, no. 1, article 2596549, https://doi.org/10.1155/2020/2596549
Jia,
Y, Alva, G & Fang, G 2019, 'Development and applications of
photovoltaic–thermal systems: A review', Renewable and Sustainable Energy
Reviews, vol. 102, pp. 249-265, https://doi.org/10.1016/j.rser.2018.12.030
Joseph,
SB, Dada, EG, Abidemi, A, Oyewola, DO & Khammas, BM 2022, 'Metaheuristic
algorithms for PID controller parameters tuning: Review, approaches and open
problems', Heliyon, vol. 8, no. 5, article e09399, https://doi.org/10.1016/j.heliyon.2022.e09399
Khleaf,
HK, Nahar, AK & Jabbar, AS 2019, 'Intelligent control of DC-DC converter
based on PID-neural network', International Journal of Power Electronics and
Drive Systems (IJPEDS), vol. 10, no. 4, pp. 2254-2262
Khodabakhshian,
A, Pour, ME & Hooshmand, R 2012, 'Design of a robust load frequency control
using sequential quadratic programming technique', International Journal of
Electrical Power & Energy Systems, vol. 40, no. 1, pp. 1-8, https://doi.org/10.1016/j.ijepes.2011.10.018
Kumar,
PP & Vinaykumar, M 2023, 'A review on the estimate solar PV cell variables
for efficient photovoltaic systems', International Journal of Smart Grid,
vol. 7, no. 3
Liu,
Ye, Qian, Y, Feng, S, Berg, LK, Juliano, TW, Jiménez, PA, Grimit, E & Liu,
Y 2022, 'Calibration of cloud and aerosol related parameters for solar
irradiance forecasts in WRF-solar', Solar Energy, vol. 241, pp. 1-12, https://doi.org/10.1016/j.solener.2022.05.064
Luo,
X-L, Lv, J-H & Sun, G 2022, 'Continuation methods with the trusty
time-stepping scheme for linearly constrained optimization with noisy data', Optimization
and Engineering, vol. 23, no. 1, pp. 329–360, https://doi.org/10.1007/s11081-020-09590-z
Malla,
SG, Malla, P, Malla, JMR, Singla, R, Choudekar, P, Koilada, R & Sahu, MK
2022, 'Whale optimization algorithm for PV based water pumping system driven by
BLDC motor using sliding mode controller', IEEE Journal of Emerging and
Selected Topics in Power Electronics, vol. 10, no. 4, pp. 4832-4844, https://doi.org/10.1109/JESTPE.2022.3150008
Mao,
T, Zhang, X & Zhou, B 2019, 'Intelligent energy management algorithms for
EV-charging scheduling with consideration of multiple EV charging modes', Energies,
vol. 12, no. 2, article 265, https://doi.org/10.3390/en12020265
MathWorks
2004, MATLAB R2024b, Natick, MA, The MathWorks, Inc.
Miqoi,
S, El Ougli, A & Tidhaf, B 2019, 'Adaptive fuzzy sliding mode based MPPT
controller for a photovoltaic water pumping system', International Journal
of Power Electronics and Drive Systems (IJPEDS), vol. 10, no. 1, pp.
414-422, https://doi.org/10.11591/ijpeds.v10.i1.pp414-422
Mitra,
L & Rout, UK 2022, 'Optimal control of a high gain DC-DC converter', International
Journal of Power Electronics and Drive Systems (IJPEDS), vol. 13, no. 1,
pp. 256-266, https://doi.org/10.11591/ijpeds.v13.i1.pp256-266
Mohammed,
H & Farah, N 2019, 'Photovoltaic (PV) system applied to induction motor
drives', International Journal of Advanced Science and Technology, vol.
28, no. 1, pp. 363-373
Mohasseb,
S, Moradi, M, Sokhansefat, T, Kowsari, F, Kasaeian, A & Mahian, O 2017, 'A
novel approach to solve inverse heat conduction problems: Coupling scaled
boundary finite element method to a hybrid optimization algorithm', Engineering
Analysis with Boundary Elements, vol. 84, pp. 206-212, https://doi.org/10.1016/j.enganabound.2017.08.018
Munisekhar,
S, Marutheeswar, GV, Sujatha, P & Vadivelu, KR 2020, 'A novel approach for
the fastest MPPT tracking algorithm for a PV array fed BLDC motor driven air
conditioning system', Indonesian Journal of Electrical Engineering and
Computer Science, vol. 18, no. 2, pp. 622-628, http://doi.org/10.11591/ijeecs.v18.i2.pp622-628
Nasruddin
& Sinambela, H 2015, 'Design and experimental study of air conditioning
system using brushless direct current (BLDC) compressor in national electric
car', International Journal of Technology, vol. 6, no. 6, pp. 954-960, https://doi.org/10.14716/ijtech.v6i6.1896
Obaid,
W, Hamid, A-K & Ghenai, C 2021, 'Hybrid solar/wind/diesel water pumping
system: A case study in Dubai United Arab Emirates', International Journal
of Electrical and Computer Engineering, vol. 11, no. 3, pp. 2062-2067, https://doi.org/10.11591/ijece.v11i3.pp2062-2067
Osman,
N, Khalid, HM, Sweidan, TO, Abuashour, MI & Muyeen, SM 2022, 'A PV powered
DC shunt motor: Study of dynamic analysis using maximum power point-based fuzzy
logic controller', Energy Conversion and Management: X, vol. 15, article
100253, https://doi.org/10.1016/j.ecmx.2022.100253
Osorio,
EdlR, Becerra, GN, Palafox-Roca, AO & Ledesma-Alonso, R 2019, 'An
empiric-stochastic approach, based on normalization parameters, to simulate
solar irradiance', Journal of Solar Energy Engineering, vol. 141, no. 6,
article 061011, https://doi.org/10.1115/1.4043863
Prommee,
P & Angkeaw, K 2018, 'High performance electronically tunable log-domain
current-mode PID controller', Microelectronics Journal, vol. 72, pp.
126-137, https://doi.org/10.1016/j.mejo.2017.09.008
Saaid,
FI, Tseng, T-Y & Winie, T 2018, 'PVdF-HFP quasi-solid-state electrolyte for
application in dye-sensitized solar cells', International Journal of
Technology, vol. 9, no. 6, pp. 1187-1195, https://doi.org/10.14716/ijtech.v9i6.2344
Shah,
P & Agashe, S 2016, 'Review of fractional PID controller', Mechatronics,
vol. 38, pp. 29-41, https://doi.org/10.1016/j.mechatronics.2016.06.005
Sugiantoro, N, Wibowo, RS, Lystianingrum, V, Rovianto, E & Triwijaya, S 2021, 'Optimal power flow with dynamic line rating using quadratically constrained quadratic program method', In: Proceedings of the 1st International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS), pp. 54-59
Wibowo,
RS, Rovianto, E, Lystianingrum, V, Aryani, NK & Penangsang, O 2023,
'Dynamic optimal power flow for microgrids considering efficiency and lifetime
of battery using MINLP', International Review of Electrical Engineering,
vol. 18, no. 1, pp. 15-24, https://doi.org/10.15866/iree.v18i1.22466