DESIGN OF A FUZZY CONTROLLER FOR SOLAR PV ARRAY FED WATER PUMPING SYSTEMS
Keywords:
Fuzzy logic control, PV system, induction motor, speed control, vector control
Abstract
The purpose of this paper is a designing an efficient solar Photovoltaic Water Pumping System (PVWPS) by using a three phase induction motor. Two adaptive fuzzy logic controllers are proposed to control the dc-link voltage and the induction motor speed. A combination between of fuzzy logic and gain-scheduling controller is proposed to design the adaptive Fuzzy Gain-scheduling Proportional and Integral (FGPI) controllers. A linearized model is considered for the system using small signal model. The performances of the PVWPS using the proposed controllers are set side by side to those gotten from the classic Proportional plus Integral (PI) controllers. The simulation results demonstrated that the suggested controllers are effective in enhancing the dynamic performance of the system
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References
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Tayebi, S. M., Shinde, S., Pepper, M., Hu, H., & Batarseh, I. (2017, 1-5 Oct. 2017). Implementing synchronous DC link voltage control with phase skipping on a three-phase microinverter using minimum DC link capacitance. Paper presented at the 2017 IEEE Energy Conversion Congress and Exposition (ECCE).
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Yu, T., & Chien, T. (2009, 2-5 Nov. 2009). Analysis and simulation of characteristics and maximum power point tracking for photovoltaic systems. Paper presented at the 2009 International Conference on Power Electronics and Drive Systems (PEDS).
Zeb, K., Islam, S. U., Uddin, W., Ullah, K., Asghar, R., Busarello, T. D. C., & Kim, H. J. (2019, 2-3 Dec. 2019). DC-link Voltage Regulation of Single-Phase Grid- Tied PV System using Fuzzy-PI Controller. Paper presented at the 2019 15th International Conference on Emerging Technologies (ICET).
Akhila, E., Praveen Kumar, N., & Isha, T. B. (2016). Fuzzy Logic and PI Controls in Speed Control of Induction Motor. 397, 987-1001. doi: 10.1007/978-81-322-2671-0_93
Arrouf, M., & Bouguechal, N. (2003). Vector control of an induction motor fed by a photovoltaic generator. Applied Energy, 74(1), 159-167. doi: https://doi.org/10.1016/S0306-2619(02)00142-3
Awdaa, M., Obed, A., & Yaqoob, S. (2021). A Comparative Study between V/F and IFOC Control for Three-Phase Induction Motor Drives (Vol. 1105).
Basha, C. H., Rani, C., & Odofin, S. (2018, 28-29 March 2018). Analysis and Comparison of SEPIC, Landsman and Zeta Converters for PV Fed Induction Motor Drive Applications. Paper presented at the 2018 International Conference on Computation of Power, Energy, Information and Communication (ICCPEIC).
Bharti, R., Kumar, M., & Prasad, B. M. (2019, 30-31 March 2019). V/F Control of Three Phase Induction Motor. Paper presented at the 2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN).
Castillo, O., Amador-Angulo, L., Castro, J. R., & Garcia-Valdez, M. (2016). A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems. Information Sciences, 354, 257-274. doi: https://doi.org/10.1016/j.ins.2016.03.026
Cervantes, L., & Castillo, O. (2015). Type-2 fuzzy logic aggregation of multiple fuzzy controllers for airplane flight control. Information Sciences, 324, 247-256. doi: https://doi.org/10.1016/j.ins.2015.06.047
Diyoke, G., & Aniagwu, U. (2016). Different Methods of Speed Control of Three-Phase Asynchronous Motor. doi: 10.12691/ajeee-4-2-3
Errouha, M., Motahhir, S., Combe, Q., Derouich, A., & Ghzizal, A. E. (2019, 27-30 Nov. 2019). Fuzzy-PI Controller for Photovoltaic Water Pumping Systems. Paper presented at the 2019 7th International Renewable and Sustainable Energy Conference (IRSEC).
Ghosh, A., Ganesh Malla, S., & Narayan Bhende, C. (2015). Small-signal modelling and control of photovoltaic based water pumping system. ISA Transactions, 57, 382-389. doi: https://doi.org/10.1016/j.isatra.2015.01.008
Hassan, L. H., Moghavvemi, M., Almurib, H. A. F., Muttaqi, K. M., & Du, H. (2012). Damping of low-frequency oscillations and improving power system stability via auto-tuned PI stabilizer using Takagi–Sugeno fuzzy logic. International Journal of Electrical Power & Energy Systems, 38(1), 72-83. doi: https://doi.org/10.1016/j.ijepes.2011.12.022
Krishnan, R. (2001). Electric Motor Drives: Modeling, Analysis, and Control.
M, S., & Kumar, D. (2021). Fuzzy Based MPPT Controller For Solar Photovoltaic Systems. International Journal of Advanced Research in Science, Communication and Technology, 359-370. doi: 10.48175/IJARSCT-1095
Nannam, H., & Banerjee, A. (2021). A novel control technique for a single-phase grid-tied inverter to extract peak power from PV-Based home energy systems.
Negnevitsky, M. (2005). Artificial Intelligence A Guide to Intelligent Systems (2nd ed.): Addison-Wesley.
Ramesh, G., Vasavi, K., & Sirisha, S. L. (2014). Photovoltaic Cell Fed 3-Phase Induction Motor Using MPPT Technique. International Journal of Power Electronics and Drive Systems (IJPEDS), 5. doi: 10.11591/ijpeds.v5i2.6209
S, C., & S, D. (2020). PV-Based Multilevel Inverter-Fed Three-Phase Induction Motor with Improved Time and Speed of Response (pp. 173-183).
Santos, J. L., Antunes, F., Chehab, A., & Cruz, C. (2006). A maximum power point tracker for PV systems using a high performance boost converter. Solar Energy, 80(7), 772-778. doi: https://doi.org/10.1016/j.solener.2005.06.014
Szabó, L. (2017, 6-9 June 2017). The history of using solar energy. Paper presented at the 2017 International Conference on Modern Power Systems (MPS).
Tayebi, S. M., Shinde, S., Pepper, M., Hu, H., & Batarseh, I. (2017, 1-5 Oct. 2017). Implementing synchronous DC link voltage control with phase skipping on a three-phase microinverter using minimum DC link capacitance. Paper presented at the 2017 IEEE Energy Conversion Congress and Exposition (ECCE).
Tian, Y., Loh, P. C., Deng, F., Chen, Z., & Hu, Y. (2016). DC-Link Voltage Coordinated-Proportional Control for Cascaded Converter With Zero Steady-State Error and Reduced System Type. IEEE Transactions on Power Electronics, 31(4), 3177-3188. doi: 10.1109/TPEL.2015.2444386
Usha, S., & Subramani, C. (2018). An Efficient Fuzzy Controller Design for Parallel Connected Induction Motor Drives. Journal of Physics: Conference Series, 1000, 012077. doi: 10.1088/1742-6596/1000/1/012077
Yu, T., & Chien, T. (2009, 2-5 Nov. 2009). Analysis and simulation of characteristics and maximum power point tracking for photovoltaic systems. Paper presented at the 2009 International Conference on Power Electronics and Drive Systems (PEDS).
Zeb, K., Islam, S. U., Uddin, W., Ullah, K., Asghar, R., Busarello, T. D. C., & Kim, H. J. (2019, 2-3 Dec. 2019). DC-link Voltage Regulation of Single-Phase Grid- Tied PV System using Fuzzy-PI Controller. Paper presented at the 2019 15th International Conference on Emerging Technologies (ICET).
Published
2021-11-09
How to Cite
SAFAALDEEN, R. R., & HASSAN, L. H. (2021). DESIGN OF A FUZZY CONTROLLER FOR SOLAR PV ARRAY FED WATER PUMPING SYSTEMS. Journal of Duhok University, 24(2), 76-89. https://doi.org/10.26682/sjuod.2021.24.2.9
Section
Pure and Engineering Sciences
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