Open Access Open Access  Restricted Access Subscription or Fee Access

Design of an Active Dual-Axis Solar Tracking System Using Fuzzy Ant Colony Controller


(*) Corresponding author


Authors' affiliations


DOI: https://doi.org/10.15866/iremos.v16i2.23315

Abstract


The solar tracker system is a device that can optimize the reception of solar energy by moving the photovoltaic towards the light. This study aims to design a solar tracker structure using 4 LDR sensors. The four LDR sensors will detect the sun's position from the west, the east, the north, and the south. Control based on a fuzzy ant colony controller is applied to the two-axis solar tracker system so that the movement is more responsive to the direction of light. The results of the study show the best performance index of error steady state, rise time, settling time, and maximum overshoot on the set point test using FACC, namely at 10.00 for the pitch axis with 0.5%, 4.39 seconds, 4 seconds, and 0%, and at 14.00 for the yaw axis, with values of 0.24%, 0.68 seconds, 0.23 seconds, and 0%. The FACC system increases the photovoltaic performance by 49.2%, while the FLC system produces a photovoltaic performance of 47.7% compared to photovoltaic in a fixed state.
Copyright © 2023 Praise Worthy Prize - All rights reserved.

Keywords


Photovoltaic; Two Axis Solar Tracker; Fuzzy Ant Colony Controller

Full Text:

PDF


References


R. I. Putri, F. Ronilaya, I. N. Syamsiana, and L. Jasa, Improvement efficiency of photovoltaic system using modified perturb and observe, ICSGTEIS 2021 - 2021 Int. Conf. Smart-Green Technol. Electr. Inf. Syst. Adv. Smart Green Technol. Towar. Soc. 5.0, Proc., no. October, pp. 24-28, 2021.
https://doi.org/10.1109/ICSGTEIS53426.2021.9650367

S. Wnuk, Identification some of the temperature related factors affecting hybrid P.V.- MTEG systems efficiency by experimental methods, pp. 1-6, 2023.
https://doi.org/10.1109/EFEA56675.2022.10063811

E. Tarigan, Hybrid PV-T Solar Collector using Amorphous Type of Solar Cells for Solar Dryer, Proc. - 2020 Int. Semin. Intell. Technol. Its Appl. Humanification Reliab. Intell. Syst. ISITIA 2020, pp. 352-356, 2020.
https://doi.org/10.1109/ISITIA49792.2020.9163789

Delfianti, R., Rovianto, E., Budi, A., Priyadi, A., Abadi, I., Soeprijanto, A., Evaluation of the Energy Transaction Cost for Microgrid-Based Wheeling System Using Power Flow Tracing: a Case Study, (2022) International Review of Electrical Engineering (IREE), 17 (2), pp. 154-163.
https://doi.org/10.15866/iree.v17i2.21792

Abidi, M., Fizazi, H., Boudali, N., Clustering of Remote Sensing Data Based on Spherical Evolution Algorithm, (2021) International Review of Aerospace Engineering (IREASE), 14 (2), pp. 72-79.
https://doi.org/10.15866/irease.v14i2.19209

M. H. Al-Jumaili, H. M. Haglan, M. K. Mohammed, and Q. H. Eesee, An automatic multi-axis solar tracking system in Ramadi city: Design and implementation, Indones. J. Electr. Eng. Comput. Sci., vol. 19, no. 3, pp. 1226-1234, 2020.
https://doi.org/10.11591/ijeecs.v19.i3.pp1126-1234

Z. Li, J. Yang, and P. A. N. Dezfuli, The commercial solar water heater is the most common, with an efficiency of 60-70%., Int. J. Photoenergy, vol. 2021, 2021.
https://doi.org/10.1155/2021/6648739

M. T. Taha, E. O. Mohamed, A. M. Abdolsalam, and A. B. Taha, Control of Single-Axis and Dual-Axis Solar Tracking System, Proc. 2020 Int. Conf. Comput. Control. Electr. Electron. Eng. ICCCEEE 2020, pp. 1-6, 2021.
https://doi.org/10.1109/ICCCEEE49695.2021.9429585

M. Saeedi and R. Effatnejad, A new design of dual-axis solar tracking system with ldr sensors by using the wheatstone bridge circuit, IEEE Sens. J., vol. 21, no. 13, pp. 14915-14922, 2021.
https://doi.org/10.1109/JSEN.2021.3072876

A. Musa, E. Alozie, S. A. Suleiman, J. A. Ojo, and A. L. Imoize, A Review of Time-Based Solar Photovoltaic Tracking Systems, Inf., vol. 14, no. 4, 2023.
https://doi.org/10.3390/info14040211

A. B. Pulungan, L. Son, Syafii, S. Huda, and U. Ubaidillah, Improvement Of A Solar Panel Tracking System Using Additional Mass Position Adjustment, Int. J. GEOMATE, vol. 21, no. 86, pp. 92-99, 2021.
https://doi.org/10.21660/2021.86.j2293

C. Imron, I. Abadi, I. Amirul Akbar, J. Maknunah, Y. Ahmad Nor, and A. Saepul Uyun, Performance Comparison of the Single Axis and Two-Axis Solar System using Adaptive Neuro-Fuzzy Inference System Controls, E3S Web Conf., vol. 190, pp. 1-11, 2020.
https://doi.org/10.1051/e3sconf/202019000005

Syafii, Comparative Study of Tracker Based P.V. Panel for Stand-Alone P.V./Diesel/Battery Power System, Proc. - 11th Electr. Power, Electron. Commun. Control. Informatics Semin. EECCIS 2022, pp. 61-64, 2022.
https://doi.org/10.1109/EECCIS54468.2022.9902923

W. X. Garcia-Quilachamin, J. E. Sanchez-Cano, F. Ulloa, E. Velesaca-Zambrano, and J. Herrera-Tapia, Analysis of the parameters of a solar tracker system, based on movements of a power generation system, Iber. Conf. Inf. Syst. Technol. Cist., no. June, pp. 23-26, 2021.
https://doi.org/10.23919/CISTI52073.2021.9476478

L. Halim, Initial Design of Dual-Axis Solar Tracker to Increase Efficiency of Monocrystalline Solar Panel Using Fuzzy Logic Method, J. FORTEI-JEERI, vol. 1, no. 2, pp. 1-9, 2020.
https://doi.org/10.46962/forteijeeri.v1i2.17

I. Abadi, Q. Uyuniyah, D. Nur Fitriyanah, Y. Jani, and K. Abdullah, Performance Study of Maximum Power Point Tracking (MPPT) Based on Type-2 Fuzzy Logic Controller on Active Dual Axis Solar Tracker, E3S Web Conf., vol. 190, pp. 1-16, 2020.
https://doi.org/10.1051/e3sconf/202019000016

Serrat, A., Djebbar, B., Approximate Solution by Ant Colony Programming to Symmetrical Drop Suspended Equilibrium Equation, (2021) International Review on Modelling and Simulations (IREMOS), 14 (3), pp. 176-184.
https://doi.org/10.15866/iremos.v14i3.19730

A. Haro, H. Young, and B. Pavez, Fuzzy logic active yaw control of a low-power wind generator, IEEE Lat. Am. Trans., vol. 19, no. 11, pp. 1941-1948, 2021.
https://doi.org/10.1109/TLA.2021.9475848

P. Gupta, V. Gupta, M. Sharma, R. K. Pachauri, and J. Akhtar, Design and Performance Analysis of Three axis Solar Tracking System, Proc. - 2022 7th Asia Conf. Power Electr. Eng. ACPEE 2022, pp. 1876-1880, 2022.
https://doi.org/10.1109/ACPEE53904.2022.9783762

C. F. Juang, C. H. Lin, and T. B. Bui, Multiobjective Rule-Based Cooperative Continuous Ant Colony Optimized Fuzzy Systems With a Robot Control Application, IEEE Trans. Cybern., vol. 50, no. 2, pp. 650-663, 2020.
https://doi.org/10.1109/TCYB.2018.2870981

Prasetyono, E., Mohammad, L., Dwi Murdianto, F., Performance of ACO-MPPT and Constant Voltage Method for Street Lighting Charging System, (2020) International Review of Electrical Engineering (IREE), 15 (3), pp. 235-244.
https://doi.org/10.15866/iree.v15i3.17309

L. Fan and X. Ma, Maximum power point tracking of PEMFC based on hybrid artificial bee colony algorithm with fuzzy control, Sci. Rep., vol. 12, no. 1, pp. 1-12, 2022.
https://doi.org/10.1038/s41598-022-08327-5

N. Priyadarshi, S. Padmanaban, J. B. Holm-Nielsen, F. Blaabjerg, and M. S. Bhaskar, An Experimental Estimation of Hybrid ANFIS-PSO-Based MPPT for P.V. Grid Integration under Fluctuating Sun Irradiance, IEEE Syst. J., vol. 14, no. 1, pp. 1218-1229, 2020.
https://doi.org/10.1109/JSYST.2019.2949083

Gunantara, N., Nurweda Putra, I., Antara, I., The Characteristics of Multi-Criteria Weight on Ad-Hoc Network with Ant Colony Optimization, (2020) International Journal on Communications Antenna and Propagation (IRECAP), 10 (4), pp. 249-256.
https://doi.org/10.15866/irecap.v10i4.19282

K. Ogata, System Dynamics 4 ed, J. Chem. Inf. Model., 1981.

M. Y. A. Jundullah, Photodiode Based Active Smart Solar Tracker Design With Fuzzy Ant Colony Optimization Control Method, Institut Teknologi Sepuluh Nopember, 2020.

Qasim, M., Velkin, V., Maximum Power Point Tracking Techniques for Micro-Grid Hybrid Wind and Solar Energy Systems - a Review, (2020) International Journal on Energy Conversion (IRECON), 8 (6), pp. 223-234.
https://doi.org/10.15866/irecon.v8i6.19502

Rerhrhaye, F., Lahlouh, I., Ennaciri, Y., Benzazah, C., Akkary, A., Sefiani, N., New Solar MPPT Control Technique Based on Incremental Conductance and Multi-Objective Genetic Algorithm Optimization, (2022) International Journal on Energy Conversion (IRECON), 10 (3), pp. 70-78.
https://doi.org/10.15866/irecon.v10i3.22156


Refbacks

  • There are currently no refbacks.



Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize