Amendment PI Control Approach Created on a Neural Network for an Active Harmonic Compensator

Authors

DOI:

https://doi.org/10.62909/ejeee.2025.005

Keywords:

3-phase line voltage, grid connection, THD, DPC

Abstract

Direct power control (DPC) is attracting wide attention throughout the world outstanding to its merits of simple construction, rapid dynamic reaction, and strong robustness against parameter variations. The establishment of a switching table is the key aspect of DPC, and so far, there are various switching tables in the literature. However, they differ in the sector division and vector selection. The simulation results verify that the improved DPC using the neural network ANN method has a more satisfactory compensation effect when the grid voltage is under distorted and unbalanced circumstances, and it proves that the ANN method is correct and superior. Improved DPC achieves control of active power and its dynamic performance. The good compensation of reactive power using the adaptive ANN method results in low ripple.

Downloads

Download data is not yet available.

References

References

Dos Santos, E., C. Jacobina, and A. Maciel. Parallel connection of two shunt active power filters with losses optimization. in 2010 Twenty-Fifth Annual IEEE Applied Power Electronics Conference and Exposition (APEC). 2010. IEEE. DOI: https://doi.org/10.1109/APEC.2010.5433350

Bahar, S.T. and Y.G. Rashid, A Study on An MPPT Control Approach Using Artificial Intelligence and the Perturb and Observe Method. Diyala Journal of Engineering Sciences, 2024: p. 131-143. DOI: https://doi.org/10.24237/djes.2024.17210

Singh, B., K. Al-Haddad, and A. Chandra, A review of active filters for power quality improvement. IEEE transactions on industrial electronics, 1999. 46(5): p. 960-971. DOI: https://doi.org/10.1109/41.793345

Zhong, Q.-C., et al. Reduction of DC-bus voltage ripples and capacitors for single-phase PWM-controlled rectifiers. in IECON 2012-38th Annual Conference on IEEE Industrial Electronics Society. 2012. IEEE. DOI: https://doi.org/10.1109/IECON.2012.6388665

Bouzelata, Y., et al., Design and simulation of a solar supplied multifunctional active power filter and a comparative study on the current-detection algorithms. Renewable and Sustainable Energy Reviews, 2015. 43: p. 1114-1126. DOI: https://doi.org/10.1016/j.rser.2014.11.095

Bahar, S.T. and R.G. Omar, Permanent Magnet Synchronous Motor Torque Ripple Reduction Using Predictive Torque Control. Journal of Engineering and Sustainable Development, 2023. 27(3): p. 394-406. DOI: https://doi.org/10.31272/jeasd.27.3.9

Bahar, S.T. and R.G. Omar, Torque ripple alleviation of a five-phase permanent magnet synchronous motor using predictive torque control method. International Journal of Power Electronics and Drive Systems, 2022. 13(4): p. 2207. DOI: https://doi.org/10.11591/ijpeds.v13.i4.pp2207-2215

Popescu, M., et al., Shunt active power filters in three-phase, three-wire systems: A topical review. Energies, 2024. 17(12): p. 2867. DOI: https://doi.org/10.3390/en17122867

Das, S.R., et al., A review on different control strategies applied to power filter for power quality improvement. Electrical Engineering, 2025: p. 1-29.

Al-Dayyeni, W.S. and H.S. Mahmood, PID Control Perspective: Techniques and Uses. Edison Journal for electrical and electronics engineering, 2025: p. 1-8. DOI: https://doi.org/10.62909/ejeee.2025.001

Rathi, K. and N.R. Prabha, Grid interconnected photo voltaic system using shunt active filter for power quality improvement. International Journal of Power Electronics and Drive Systems, 2018. 9(1): p. 365. DOI: https://doi.org/10.11591/ijpeds.v9.i1.pp365-376

Li, Z., et al., Harmonic detection method based on adaptive noise cancellation and its application in photovoltaic-active power filter system. Electric Power Systems Research, 2020. 184: p. 106308. DOI: https://doi.org/10.1016/j.epsr.2020.106308

Arab, N., et al., A multifunctional single-phase grid-integrated residential solar PV systems based on LQR control. IEEE Transactions on Industry Applications, 2018. 55(2): p. 2099-2109. DOI: https://doi.org/10.1109/TIA.2018.2883551

Hussien, A.H. and K.M.A. Alazawi, Installation of an Electric Car Charger Using the Bald Eagle Optimizer Cascaded PI and LQR Controller. Edison Journal for electrical and electronics engineering, 2025: p. 9-15. DOI: https://doi.org/10.62909/ejeee.2025.002

Hassan, A., et al., Power electronics for green hydrogen generation with focus on methods, topologies, and comparative analysis. Scientific Reports, 2024. 14(1): p. 24767. DOI: https://doi.org/10.1038/s41598-024-76191-6

Jalan, S.K., et al., A novel active current co‐efficient extraction‐based control for grid‐tied solar photovoltaic system. IET Power Electronics, 2021. 14(12): p. 2099-2114. DOI: https://doi.org/10.1049/pel2.12108

Alhafadhi, M.H., M.J. Ahmed, and H.H. Ibrahim, Load Frequency Control for Hybrid Power System by Modified PSO-PID Controller. Edison Journal for electrical and electronics engineering, 2024. 2: p. 35-41. DOI: https://doi.org/10.62909/ejeee.2024.006

Published

2026-01-20

Crossmark info

Issue

Section

Articles

How to Cite

[1]
Z. A. H. Mahmood, “Amendment PI Control Approach Created on a Neural Network for an Active Harmonic Compensator”, ejeee, vol. 3, no. 1, pp. 39–45, Jan. 2026, doi: 10.62909/ejeee.2025.005.