Optimized FOPID Controller for Transient Stability Improvement in a Microgrid with Energy Storage
International Journal of Electrical and Electronics Engineering |
© 2023 by SSRG - IJEEE Journal |
Volume 10 Issue 2 |
Year of Publication : 2023 |
Authors : C. Srisailam, M. Manjula |
How to Cite?
C. Srisailam, M. Manjula, "Optimized FOPID Controller for Transient Stability Improvement in a Microgrid with Energy Storage," SSRG International Journal of Electrical and Electronics Engineering, vol. 10, no. 2, pp. 19-34, 2023. Crossref, https://doi.org/10.14445/23488379/IJEEE-V10I2P103
Abstract:
Recently, Direct current (DC) microgrids have gained immense popularity due to their dependable and efficient framework, as well as their high transmission efficiency and low electric power conversion. However, the non-linear nature of Renewable Energy Sources (RESs), the increased presence of power electronic devices and sudden load changes leads to the onset of stability issues in the DC microgrid. Thereby, a DC microgrid structure including Photovoltaics (PV) system, Doubly Fed Induction Generator (DFIG) based Wind Energy Conversion System (WECS) and Energy Storage System (ESS) with suitable control approaches is proposed with the aim of enhancing the voltage stability. Here, a higher order Boost converter is employed with Grey Wolf Optimization (GWO) assisted Fractional Order Proportional Integral Derivative (FOPID) controller for enhancing and stabilizing the PV output. The DFIG-based WECS is interfaced to the DC bus using a Pulse Width Modulation (PWM) Rectifier, which in turn is controlled using a Proportional Integral (PI) Controller. The ESS, which optimizes the power flow in the microgrid, comprises of battery and an Isolated Bidirectional Converter (BDC). The generated power from both WECS and PV is supplied to a utility grid via a three-phase Voltage Source Inverter(3 φ VSI), while the grid voltage synchronization is achieved using a PI controller. The proposed microgrid structure is simulated in MATLAB to ascertain its performance, and an excellent efficiency of 98.4% is observed.
Keywords:
PV system, DFIG based WECS, Higher order boost converter, GWO-assisted FOPID controller, ESS, Isolated BDC, PI controller.
References:
[1] K. S. Kavin, and P. Subha Karuvelam, "PV-based Grid Interactive PMBLDC Electric Vehicle with High Gain Interleaved DC-DC SEPIC Converter," IETE Journal of Research, pp. 1-15, 2021. Crossref, https://doi.org/10.1080/03772063.2021.1958070
[2] Itbar Khan et al., "Analyzing Renewable and Non-Renewable Energy Sources for Environmental Quality: Dynamic Investigation in Developing Countries," Mathematical Problems in Engineering, 2021. Crossref, https://doi.org/10.1155/2021/3399049
[3] Kavitha P, Dr. SubhaKaruvelam P, and K. S. Kavin, "Energy Management of AC Grid by the Solar PV System Using Landsman Converter," SSRN, 2020. Crossref, http://dx.doi.org/10.2139/ssrn.3668766
[4] Md. Arif Hossain et al., "Multi-Objective Hybrid Optimization for Optimal Sizing of a Hybrid Renewable Power System for Home Applications," Energies, vol. 16, no. 1, p. 96, 2022. Crossref, https://doi.org/10.3390/en16010096
[5] Gabriel R. Broday, Luiz A. C. Lopes, and Gilney Damm, "Exact Feedback Linearization of a Multi-Variable Controller for a Bi-Directional DC-DC Converter as Interface of an Energy Storage System," Energies, vol. 15, no. 21, p. 7923, 2022. Crossref, https://doi.org/10.3390/en15217923
[6] Yonghao Gui et al., "Large-Signal Stability Improvement of Dc-Dc Converters in Dc Microgrid," IEEE Transactions on Energy Conversion, vol. 36, no. 3, pp. 2534-2544, 2021. Crossref, https://doi.org/10.1109/TEC.2021.3057130
[7] V. Devaraj, and M. Kumaresan, "An Elite LOA-TFWO Approach for Load-Frequency Control of Islanded Micro-Grids Incorporating Renewable Sources," International Journal of Engineering Trends and Technology, vol. 70, no. 10, pp. 166-187, 2022. Crossref, https://doi.org/10.14445/22315381/IJETT-V70I10P217
[8] Chandra Sekhar Nalamati, and Rajesh Gupta, "Isolated Bidirectional Battery Converter Control for Standalone Solar PV Applications," 2018 IEEMA Engineer Infinite Conference (eTechNxT), pp. 1-5, 2018. Crossref, https://doi.org/10.1109/ETECHNXT.2018.8385353
[9] Gautam A. Raiker, Umanand Loganathan, and Subba Reddy B, "Current Control of Boost Converter for PV Interface with Momentum-Based Perturb and Observe MPPT," IEEE Transactions on Industry Applications, vol. 57, no. 4, pp. 4071-4079, 2021. Crossref, https://doi.org/10.1109/TIA.2021.3081519
[10] Muhammad Saqib Ali et al., "Performance Improvement of Three-Phase Boost Power Factor Correction Rectifier through Combined Parameters Optimization of Proportional-Integral and Repetitive Controller," IEEE Access, vol. 9, pp. 58893-58909, 2021. Crossref, https://doi.org/10.1109/ACCESS.2021.3073004
[11] Zhenbao Pan et al., "Combined Resonant Controller and Two-Degree-of-Freedom PID Controller for PMSLM Current Harmonics Suppression," IEEE Transactions on Industrial Electronics, vol. 65, no. 9, pp. 7558-7568, 2018. Crossref, https://doi.org/10.1109/TIE.2018.2793232
[12] Baran Hekimoğlu, "Optimal Tuning of Fractional Order PID Controller for DC Motor Speed Control via Chaotic Atom Search Optimization Algorithm," IEEE Access, vol. 7, pp. 38100-38114, 2019. Crossref, https://doi.org/10.1109/ACCESS.2019.2905961
[13] J. Shirisha et al., "Deep Learning-Based Image Processing Approach for Irradiance Estimation in MPPT Control of Photovoltaic Applications," SSRG International Journal of Electrical and Electronics Engineering, vol. 9, no. 9, pp. 32-37, 2022. Crossref, https://doi.org/10.14445/23488379/IJEEE-V9I9P104
[14] Kalal Muralidhar Goud, and Shyam Krishna Nagar, "Fractional Order PD Controller Design for Non-Monotonic Phase Systems," International Journal of Automation and Control, vol. 9, no. 2, pp. 130-142, 2015. Crossref, https://doi.org/10.1504/IJAAC.2015.070004
[15] K. Muralidhar Goud, and C. Srisailam, "Control Quality Enhancement of Inverted Pendulum Using Fractional Controller," Innovations in Electrical and Electronics Engineering, Springer, Singapore, pp. 705-713. 2020. Crossref, https://doi.org/10.1007/978-981-15-2256- 7_64
[16] K Muralidhar Goud et al., "Stability analysis of Automatic Voltage Regulator using Fractional Order Controller," Turkish Journal of Computer and Mathematics Education (TURCOMAT), vol. 12, no. 2, pp. 780-787, 2021. Crossref, https://doi.org/10.17762/turcomat.v12i2.1084
[17] Suman Saha et al., "Fractional Order Phase Shaper Design with Bode’s Integral for ISO-Damped Control System," ISA Transactions, vol. 49, no. 2, pp. 196-206, 2010. Crossref, https://doi.org/10.1016/j.isatra.2009.12.001
[18] Saptarshi Das et al., "On the Selection of Tuning Methodology of FOPID Controllers for the Control of Higher Order Processes," ISA Transactions, vol. 50, no. 3, pp. 376-388, 2011. Crossref, https://doi.org/10.1016/j.isatra.2011.02.003
[19] Mangala R. Dhotre, Prashant V. Thakre, and Vijay M. Deshmukh, "A Novel Method for Implementing MPPT Based Photovoltaic Closed Loop Flyback Inverter with STM32F407VG Controller using Waijung Tool," International Journal of Engineering Trends and Technology, vol. 70, no. 8, pp. 194-205, 2022. Crossref, https://doi.org/10.14445/22315381/IJETT-V70I8P220
[20] Jun-Yi Cao, Jin Liang, and Bing-Gang Cao, "Optimization of Fractional Order PID Controllers Based on Genetic Algorithms," 2005 International Conference on Machine Learning and Cybernetics, IEEE, vol. 9, pp. 5686-5689, 2005. Crossref, https://doi.org/10.1109/ICMLC.2005.1527950
[21] Erdinc Sahin, Mustafa Sinasi Ayas, and Ismail Hakki Altas, "A PSO Optimized Fractional-Order PID Controller for a PV System with DC-DC Boost Converter," 2014 16th International Power Electronics and Motion Control Conference and Exposition, IEEE, pp. 477- 481, 2014. Crossref, https://doi.org/10.1109/EPEPEMC.2014.6980539
[22] K. Vanchinathan, and K. R. Valluvan, "A Metaheuristic Optimization Approach for Tuning of Fractional-Order PID Controller for Speed Control of Sensorless BLDC Motor," Journal of Circuits, Systems and Computers, vol. 27, no. 8, p. 1850123, 2018. Crossref, https://doi.org/10.1142/S0218126618501232
[23] Venkata Yaramasu et al., "High-Power Wind Energy Conversion Systems: State-of-the-Art And Emerging Technologies," Proceedings of the IEEE, vol. 103, no. 5, pp. 740-788, 2015. Crossref, https://doi.org/10.1109/JPROC.2014.2378692
[24] S. Sami, "Impact of Nanofluids on Performance of Solar Photovoltaic-Thermal Panel and Heat Pipe Hybrid System," SSRG International Journal of Thermal Engineering, vol. 7, no. 1, pp. 5-20, 2021. Crossref, https://doi.org/10.14445/23950250/IJTE-V7I1P102
[25] Paulo Sergio Nascimento Filho et al., "Modeling and Experimental Evaluation of Energy Storage Emulator for Microgrids Application," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 9, no. 6, pp. 6662-6670, 2021. Crossref, https://doi.org/10.1109/JESTPE.2021.3055079
[26] Francarl Galea et al., "Design of a High Efficiency Wide Input Range Isolated Cuk DC-DC Converter for Grid Connected Regenerative Active Loads," CORE, 2011.
[27] S. Saravanan, P. Usha Rani, and Mohan P. Thakre, "Evaluation and Improvement of a Transformerless High-Efficiency DC–DC Converter for Renewable Energy Applications Employing a Fuzzy Logic Controller," MAPAN, pp. 1-20, 2022. Crossref, https://doi.org/10.1007/s12647-021-00530-5
[28] Farzam Nejabatkhah et al., "Modeling and Control of a New Three-Input DC–DC Boost Converter for Hybrid PV/FC/Battery Power System," IEEE Transactions on Power Electronics, vol. 27, no. 5, pp. 2309-2324, 2012. Crossref, https://doi.org/10.1109/TPEL.2011.2172465
[29] Jeetendra Agarwal et al., "Analysis of Grey Wolf Optimizer Based Fractional Order PID Controller in Speed Control of DC Motor," Microsystem Technologies, vol. 24, no. 12, pp. 4997-5006, 2018. Crossref, https://doi.org/10.1007/s00542-018-3920-4
[30] M. Usharani et al., "An Optimized Deep Learning Model Based PV Fault Classification for Reliable Power Generation," SSRG International Journal of Electrical and Electronics Engineering, vol. 9, no. 9, pp. 23-31, 2022. Crossref, https://doi.org/10.14445/23488379/IJEEE-V9I9P103
[31] Preeti Warrier, and Pritesh Shah, "Optimal Fractional PID Controller for Buck Converter Using Cohort Intelligent Algorithm," Applied System Innovation, vol. 4, no. 3, p. 50, 2021. Crossref, https://doi.org/10.3390/asi4030050
[32] V. Fernão Pires et al., "Dual Output and High Voltage Gain DC-DC Converter for PV and Fuel Cell Generators Connected to DC Bipolar Microgrids," IEEE Access, vol. 9, pp. 157124-157133, 2021. Crossref, https://doi.org/10.1109/ACCESS.2021.3122877
[33] Norain Sahari et al., "Development of Hybrid Photovoltaic and Thermoelectric Generator for Energy Harvesting," International Journal of Engineering Trends and Technology, vol. 70, no. 8, pp. 284-291, 2022. Crossref, https://doi.org/10.14445/22315381/IJETT-V70I8P230
[34] Sevilay Tufenkci et al., "Disturbance Rejection FOPID Controller Design in V-Domain," Journal of Advanced Research, vol. 25, pp. 171-180, 2020. Crossref, https://doi.org/10.1016/j.jare.2020.03.002
[35] Vijay Chand Ganti et al., "DFIG-Based Wind Power Conversion with Grid Power Leveling for Reduced Gusts," IEEE Transactions on Sustainable Energy, vol. 3, no. 1, pp. 12-20, 2012. Crossref, https://doi.org/10.1109/TSTE.2011.2170862