Document Type : Research Article
Authors
1 Department of Electrical Engineering, ITER, Siksha ‘O’Anusandhan University, Bhubaneswar 751030, Odisha, India.
2 Department of Electrical and Electronics Engineering, ITER, Siksha ‘O’Anusandhan University, Bhubaneswar 751030, Odisha, India.
Abstract
The design of a Spotted Hyena Optimization Algorithm-Variable Parameter Tilt Integral Derivative with Filter (SHO-VPTIDF) controller for improved performance and enhanced devaluation of harmonic components of grid-connected photovoltaic systems is the main objective of the suggested manuscript. The SHO-VPTIDF controller is proposed by reformulating Tilt Integral Derivative Controller with Filter (TIDCF). The TIDCF is characterized by longer simulation time, lower robustness, longer settling time, attenuated ability for noise rejection, and limited use. This research gap is addressed by replacing the constant gains of TIDCF by variable parameter tilt integral derivative with filter. The VPTIDF replaces the constant gains of TIDCF with error varying control parameters to improve the robustness of the system. The photovoltaic system with nonlinearities causes power quality issues and occasional faults, which can be detected by using Levenberg-Marquardt Algorithm (LMA) based machine learning technique. The novelties of the proposed manuscript including improved stability, better robustness, upgraded accuracy, better harmonic mitigation ability, and improved ability to handle uncertainties are verified in a Matlab simulink environment. In this manuscript, the SHO-VPTIDF and the Direct and Quadrature Control based Sinusoidal Pulse Width Modulation (DQCSPWM) method are employed for fault classification, harmonic diminishing, stability enhancement, better system performance, better accuracy, improved robustness, and better capabilities to handle system uncertainties.
Keywords
- SHO-VPTIDF
- Fault Detection
- Harmonic Mitigation
- Improved Performance
- Enhanced Stability
- Non-ideal Boost Converter
Main Subjects
- Sadaf, S., and Al-Emadi, N, “A novel modified switched inductor boost converter with reduced switch voltage stress ”, IEEE Transactions on Industrial Electronics, Vol. 68, No. 2, (2020) , 1275-1289. (https://doi.org/10.1109/TIE.2020.2970648)
- Hu, X., and Tan, G, “A hybrid cascaded DC–DC boost converter with ripple reduction and large conversion ratio”, IEEE Journal of Emerging and Selected Topics in Power Electronics, Vol. 8, No. 1, (2019), 761-770. (https://doi.org/10.1109/JESTPE.2019.2895673)
- Xu, J., and Xie, S., “Harmonics and stability analysis of single-phase grid-connected inverters in distributed power generation systems considering phase-locked loop impact”, IEEE Transactions on Sustainable Energy, Vol. 10, No. 3, (2019), 1470-1480. (https://doi.org/10.1109/TSTE.2019.2893679)
- Ahmad, Z., and Singh, S., N., “Comparative analysis of single phase transformerless inverter topologies for grid connected PV system”, Solar Energy, Vol. 149, No. 1, (2017), 245-271. (https://doi.org/10.1016/j.solener.2017.03.080)
- Keddar, M., and Midoun, A., “Interconnection performance analysis of single phase neural network based NPC and CHB multilevel inverters for grid-connected PV systems”, International Journal of Renewable Energy Research (IJRER), Vol. 9, No. 3, (2019), 1451-1461. ( https://doi.org/10.20508/ijrer.v9i3.9593.g7730)
- Huang, K. P., and Wai, R. J., “Design of power decoupling strategy for single-phase grid-connected inverter under non ideal power grid”, IEEE Transactions on Power Electronics, Vol. 34, No. 3, (2018), 2938-2955. (https://doi.org/10.1109/TPEL.2018.2845466)
- Sattianadan, D., and Gorai, S., “Potency of PR controller for multiple harmonic compensation for a single-phase grid connected system”, International Journal of Power Electronics and Drive Systems, Vol. 11, No. 3, (2020), 1491-1498.( https://doi.org/10.11591/ijpeds.v11.i3.pp1491-1498)
- Zhao, H., and Moeini, A., “Critical parameter design for a cascaded H-bridge with selective harmonic elimination/compensation based on harmonic envelope analysis for single-phase systems”, IEEE Transactions on Industrial Electronics, Vol. 66, No. 4, (2018), 2914-2925. ( https://doi.org/10.1109/TIE.2018.2842759)
- Zeb, K., and Kim, H. J., “Design of fuzzy-PI and fuzzy-sliding mode controllers for single-phase two-stages grid-connected transformerless photovoltaic inverter”, Electronics, Vol. 8, No. 5, (2019), 1-29. (https://doi.org/10.3390/electronics8050520)
- Wang, X., and He, Y., “A robust grid-voltage feed forward scheme to improve adaptability of grid-connected inverter to weak grid condition.” IEEE Transactions on Power Electronics, Vol. 36, No. 2, (2020), 2384-2395.( https://doi.org/10.1109/TPEL.2020.3008218)
- Khan, M., N., H., and Li, L., “Transformerless inverter topologies for single-phase photovoltaic systems: A comparative review”, IEEE Journal of Emerging and Selected Topics in Power Electronics, Vol. 8, No. 1, (2019), 805-835. (https://doi.org/10.1109/JESTPE.2019.2908672)
- Patra, A., K., and Rout, P., K., “Design of artificial pancreas based on the SMGC and self-tuning PI control in type-I diabetic patient”, International Journal of Biomedical Engineering and Technology, Vol. 32, No. 1, (2020), 1-35.( https://doi.org/10.1504/IJBET.2020.104675)
- Rath, D., Patra, A., K., & Kar, S., K., “Riddance and harmonic characterisation of photovoltaic fed single phase h-cascaded multilevel inverter”, International Journal of Advanced Mechatronic Systems, Vol. 9, No. 3, (2021), 133-145.( https://doi.org/10.1504/IJAMECHS.2021.119107)
- Patra, A.K., “Backstepping linear quadratic gaussian controller design for balancing an inverted pendulum”, IETE Journal of Research, Vol. 68, No. 1, (2022), 150-164.( https://doi.org/10.1080/03772063.2019.1592716)
- Tzounas, G., and Milano, F., “Theory and implementation of fractional order controllers for power system applications”, IEEE Transactions on Power Systems, Vol. 35, No. 6, (2020), 4622-4631. (https://doi.org/10.1109/TPWRS.2020.2999415)
- Dhiman, G., & Kumar, V. “Spotted hyena optimizer: a novel bio-inspired based metaheuristic technique for engineering applications.” Advances in Engineering Software, Vo-114 No 1, (2017), 48-70. (https://doi.org/10.1016/j.advengsoft.2017.05.014)
- Mokhtar, M., and Attia, M., A., “Hybrid SCA and adaptive controller to enhance the performance of grid-connected PV system”, Ain Shams Engineering Journal, Vol. 12, No. 4, (2021) 3775-3781. (https://doi.org/10.1016/j.asej.2021.03.019)
- Yaqoob, S., J., and Zubo, R., “Flyback photovoltaic micro-inverter with a low cost and simple digital-analog control scheme”, Energies, Vol. 14, No. 14, (2021), 1-29. ( https://doi.org/10.3390/en14144239)
- Chaithanakulwat, A., and Sardyoung, P., “Optimized DQ Vector Control of Single-Phase Grid-Connected Inverter for Photovoltaic System”, Journal Européen des Systèmes Automatisés, Vol. 54, No. 1, (2021), 45-54.( https://doi.org/10.18280/jesa.540106)
- Missula, J., V., and Adda, R., “Averaged Modeling and SRF Based Closed-loop Control of Single-phase ANPC Inverter”, IEEE Transactions on Power Electronics, Vol. 36, No. 12, (2021), 13839-13854. (https://doi.org/10.1109/TPEL.2021.3083279)
- Makhlouf, A.,B., and Hammami, M., “Existence and stability results for generalized Fractional differential equations”, Acta Mathematica Scientia, Vol. 40, No. 1, (2020),141-154. (https://doi.org/10.1007/s10473-020-0110-3)
- Marrero, L., and González, V., J., “Harmonic distortion characterization in groups of distribution networks applying the IEEE Standard 519-2014”, IEEE Latin America Transactions , Vol. 19, No. 4, (2022), 526-533. (https://doi.org/10.1109/TLA.2021.9448534)
- Fazai, R., and Nounou, H., “Machine learning-based statistical testing hypothesis for fault detection in photovoltaic systems”, Solar Energy, Vol. 190, No. 1, (2019), 405-413. (https://doi.org/10.1016/j.solener.2019.08.032)