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Research Article
Novel Control of PV-Battery Powered Standalone Power Supply System with Neuro-Fuzzy Controller
Sushil Kumar Bhoi1 *1
Swastik Rath2
Smrutirekha Badatida3
1,2,3 Department of Electrical Engineering, Government College of Engineering Kalahandi, Odisha, India.
Published Online: March-April 2024
Pages: 31-37
Cite this article
↗ https://www.doi.org/10.59256/ijsreat.20240402003
References
1. Siva Ganesh Malla, et al., “Coordinated Power Management and Control of Renewable Energy Sources based Smart Grid”, International
Journal of Emerging Electric Power Systems, early access, https://doi.org/10.1515/ijeeps-2021-0113
2. A. Dash, et al., “DC-Offset Compensation for Three-Phase Grid-Tied SPV-DSTATCOM Under Partial Shading Condition With Improved PR
Controller,” IEEE Access, vol. 9, 2021, doi: 10.1109/ACCESS.2021.3115122.
3. H. U. R. Habib et al., “Optimal Planning and EMS Design of PV Based Standalone Rural Microgrids”, IEEE Access, vol. 9, 2021, doi:
10.1109/ACCESS.2021.3060031.
4. C. Pradhan, et. al., “Coordinated Power Management and Control of Standalone PV-Hybrid System With Modified IWO-Based MPPT”, IEEE
Systems Journal, vol. 15, no. 3, pp. 3585-96, Sept. 2021, doi: 10.1109/JSYST.2020.3020275.
5. D. Bhule, S. Jain and S. Ghosh, “Control Strategy for Photovoltaic-Battery Based Standalone System”, IEEE First International Conference
on Smart Technologies for Power, Energy and Control (STPEC), 2020, pp. 1-6, doi: 10.1109/STPEC49749.2020.9297685.
6. S. G. Malla, C. N. Bhende and S. Mishra, “Photovoltaic based water pumping system”, International Conference on Energy, Automation and
Signal, 2011, pp. 1-4, doi: 10.1109/ICEAS.2011.6147148.
7. S.G. Malla, C.N. Bhende, “Voltage control of stand-alone wind and solar energy system”, International Journal of Electrical Power & Energy
Systems, Volume 56, 2014, Pages 361-373, https://doi.org/10.1016/j.ijepes.2013.11.030.
8. S.G. Malla, C.N. Bhende, “Enhanced operation of stand-alone “Photovoltaic-Diesel Generator-Battery” system”, Electric Power Systems
Research, Volume 107, Pages 250-257, 2014, https://doi.org/10.1016/j.epsr.2013.10.009.
9. Jorge Cervantes, et al, “Takagi-Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems, IEEE Transactions on Fuzzy
Systems”, Vol. 11, No. 4, Dec 2012, doi 10.1109/TFUZZ.2016.2612697,
10. Mariana Landína, R.C. Roweb, P. Yorkb, “Advantages of Neurofuzzy Logic Against Conventional Experimental Design and Statistical
Analysis in Studying and Developing Direct Compression Formulations”, European Journal of Pharmaceutical Sciences, Vol. 38, pp. 325–
331, 2009, doi:10.1016/j.ejps.2009.08.004
11. U. R. Muduli, et al., “Cell Balancing of Li-ion Battery Pack with Adaptive Generalised Extended State Observers for Electric Vehicle
Applications”, IEEE Energy Conversion Congress and Exposition (ECCE), 2021, pp. 143-147, doi: 10.1109/ECCE47101.2021.9595601.
12. U. R. Muduli, et al., “Predictive Battery SoC Control for Dual Propulsion Differential Four Wheel Drive Electric Vehicle”, IEEE Energy
Conversion Congress and Exposition (ECCE), 2021, pp. 1490-95, doi: 10.1109/ECCE47101.2021.9595587.
13. R. D. Bhagiya and R. M. Patel, “PWM based Double loop PI Control of a Bidirectional DC-DC Converter in a Standalone PV/Battery DC
Power System”, IEEE 16th India Council International Conference (INDICON), 2019, pp. 1-4, doi: 10.1109/INDICON47234.2019.9028974.
14. Manisha, M. M. Masoom and N. Kumar, “Comparative Study of Nonlinear Controllers for Standalone PV System”, Second International
Conference on Electronics and Sustainable Communication Systems (ICESC), 2021, pp. 25-31, doi: 10.1109/ICESC51422.2021.9532701.
15. U. R. Muduli and K. Ragavan, "Dynamic modeling and control of shunt active power filter," 2014 Eighteenth National Power Systems
Conference (NPSC), 2014, pp. 1-6, doi: 10.1109/NPSC.2014.7103893.
16. A. Dash, et.al, “Performance Evaluation of Three-Phase Grid-tied SPV-DSTATCOM with DC-offset Compensation Under Dynamic Load
Condition”, IEEE Access, doi: 10.1109/ACCESS.2021.3132549.
17. V. Narayanan, S. Kewat and B. Singh, “Solar PV-BES Based Microgrid System With Multifunctional VSC”, IEEE Transactions on Industry
Applications, Vol. 56, no. 3, pp. 2957-2967, May-June 2020, doi: 10.1109/TIA.2020.2979151.
18. X. Song, Y. Zhao, J. Zhou and Z. Weng, “Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid”, IEEE Access, Vol. 7,
pp. 120872-120883, 2019, doi: 10.1109/ACCESS.2019.2937623.
19. S. Das, S. K. Bhoi, P. C. Nayak and R. C. Prusty, "Slime Mould Algorithm Based Fractional Order Cascaded Controller for Frequency
Control of 2-Area AC Microgrid," 2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT),
Bhubaneswar, India, 2021, pp. 1-6, doi: 10.1109/APSIT52773.2021.9641192
Journal of Emerging Electric Power Systems, early access, https://doi.org/10.1515/ijeeps-2021-0113
2. A. Dash, et al., “DC-Offset Compensation for Three-Phase Grid-Tied SPV-DSTATCOM Under Partial Shading Condition With Improved PR
Controller,” IEEE Access, vol. 9, 2021, doi: 10.1109/ACCESS.2021.3115122.
3. H. U. R. Habib et al., “Optimal Planning and EMS Design of PV Based Standalone Rural Microgrids”, IEEE Access, vol. 9, 2021, doi:
10.1109/ACCESS.2021.3060031.
4. C. Pradhan, et. al., “Coordinated Power Management and Control of Standalone PV-Hybrid System With Modified IWO-Based MPPT”, IEEE
Systems Journal, vol. 15, no. 3, pp. 3585-96, Sept. 2021, doi: 10.1109/JSYST.2020.3020275.
5. D. Bhule, S. Jain and S. Ghosh, “Control Strategy for Photovoltaic-Battery Based Standalone System”, IEEE First International Conference
on Smart Technologies for Power, Energy and Control (STPEC), 2020, pp. 1-6, doi: 10.1109/STPEC49749.2020.9297685.
6. S. G. Malla, C. N. Bhende and S. Mishra, “Photovoltaic based water pumping system”, International Conference on Energy, Automation and
Signal, 2011, pp. 1-4, doi: 10.1109/ICEAS.2011.6147148.
7. S.G. Malla, C.N. Bhende, “Voltage control of stand-alone wind and solar energy system”, International Journal of Electrical Power & Energy
Systems, Volume 56, 2014, Pages 361-373, https://doi.org/10.1016/j.ijepes.2013.11.030.
8. S.G. Malla, C.N. Bhende, “Enhanced operation of stand-alone “Photovoltaic-Diesel Generator-Battery” system”, Electric Power Systems
Research, Volume 107, Pages 250-257, 2014, https://doi.org/10.1016/j.epsr.2013.10.009.
9. Jorge Cervantes, et al, “Takagi-Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems, IEEE Transactions on Fuzzy
Systems”, Vol. 11, No. 4, Dec 2012, doi 10.1109/TFUZZ.2016.2612697,
10. Mariana Landína, R.C. Roweb, P. Yorkb, “Advantages of Neurofuzzy Logic Against Conventional Experimental Design and Statistical
Analysis in Studying and Developing Direct Compression Formulations”, European Journal of Pharmaceutical Sciences, Vol. 38, pp. 325–
331, 2009, doi:10.1016/j.ejps.2009.08.004
11. U. R. Muduli, et al., “Cell Balancing of Li-ion Battery Pack with Adaptive Generalised Extended State Observers for Electric Vehicle
Applications”, IEEE Energy Conversion Congress and Exposition (ECCE), 2021, pp. 143-147, doi: 10.1109/ECCE47101.2021.9595601.
12. U. R. Muduli, et al., “Predictive Battery SoC Control for Dual Propulsion Differential Four Wheel Drive Electric Vehicle”, IEEE Energy
Conversion Congress and Exposition (ECCE), 2021, pp. 1490-95, doi: 10.1109/ECCE47101.2021.9595587.
13. R. D. Bhagiya and R. M. Patel, “PWM based Double loop PI Control of a Bidirectional DC-DC Converter in a Standalone PV/Battery DC
Power System”, IEEE 16th India Council International Conference (INDICON), 2019, pp. 1-4, doi: 10.1109/INDICON47234.2019.9028974.
14. Manisha, M. M. Masoom and N. Kumar, “Comparative Study of Nonlinear Controllers for Standalone PV System”, Second International
Conference on Electronics and Sustainable Communication Systems (ICESC), 2021, pp. 25-31, doi: 10.1109/ICESC51422.2021.9532701.
15. U. R. Muduli and K. Ragavan, "Dynamic modeling and control of shunt active power filter," 2014 Eighteenth National Power Systems
Conference (NPSC), 2014, pp. 1-6, doi: 10.1109/NPSC.2014.7103893.
16. A. Dash, et.al, “Performance Evaluation of Three-Phase Grid-tied SPV-DSTATCOM with DC-offset Compensation Under Dynamic Load
Condition”, IEEE Access, doi: 10.1109/ACCESS.2021.3132549.
17. V. Narayanan, S. Kewat and B. Singh, “Solar PV-BES Based Microgrid System With Multifunctional VSC”, IEEE Transactions on Industry
Applications, Vol. 56, no. 3, pp. 2957-2967, May-June 2020, doi: 10.1109/TIA.2020.2979151.
18. X. Song, Y. Zhao, J. Zhou and Z. Weng, “Reliability Varying Characteristics of PV-ESS-Based Standalone Microgrid”, IEEE Access, Vol. 7,
pp. 120872-120883, 2019, doi: 10.1109/ACCESS.2019.2937623.
19. S. Das, S. K. Bhoi, P. C. Nayak and R. C. Prusty, "Slime Mould Algorithm Based Fractional Order Cascaded Controller for Frequency
Control of 2-Area AC Microgrid," 2021 International Conference in Advances in Power, Signal, and Information Technology (APSIT),
Bhubaneswar, India, 2021, pp. 1-6, doi: 10.1109/APSIT52773.2021.9641192
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