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Research Article

Optimal dynamic frequency regulation of renewable energy based hybrid power system utilizing a novel TDF-TIDF controller

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Pages 10733-10754 | Received 13 Jun 2022, Accepted 08 Dec 2022, Published online: 19 Dec 2022

References

  • Arya, Y., P. Dahiya, E. Çelik, G. Sharma, H. Gözde, and I. Nasiruddin. 2021 Apr. AGC performance amelioration in multi-area interconnected thermal and thermal-hydro-gas power systems using a novel controller. Engineering Science and Technology, an International Journal 24(2):384–96. doi: 10.1016/j.jestch.2020.08.015.
  • Arya, Y., N. Kumar, P. Dahiya, G. Sharma, E. Çelik, S. Dhundhara, and M. Sharma. 2021 Feb. Cascade-IλDμN controller design for AGC of thermal and hydro-thermal power systems integrated with renewable energy sources. IET Renewable Power Generation 15(3):504–20. doi: 10.1049/rpg2.12061.
  • Bernal-Agustín, J. L., R. Dufo-López, and D. M. Rivas-Ascaso. 2006 Nov. Design of isolated hybrid systems minimizing costs and pollutant emissions. Renewable Energy 31(14):2227–44. doi: 10.1016/j.renene.2005.11.002.
  • Bevrani, H., F. Habibi, P. Babahajyani, M. Watanabe, and Y. Mitani. 2012 Dec. Intelligent frequency control in an AC microgrid: Online PSO-based fuzzy tuning approach. IEEE Transactions on Smart Grid 3(4):1935–44. doi: 10.1109/TSG.2012.2196806.
  • Bhuyan, M., D. C. Das, and A. K. Barik. 2022 Jul/Aug. Proficient power control strategy for combined solar gas turbine-wind turbine generator-biodiesel generator based two area interconnected microgrid employed with DC link using Harris’s hawk optimization optimised tilt-integral-derivative controller. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields 35(4):e2991. doi: 10.1002/jnm.2991.
  • Bhuyan, M., D. C. Das, A. K. Barik, and S. C. Sahoo. 2022 Jun. Performance assessment of novel solar thermal-based dual hybrid microgrid system using CBOA optimized cascaded PI-TID Controller. IETE Journal of Research 1–18. doi:10.1080/03772063.2022.2083026.
  • Borhanazad, H., S. Mekhilef, V. Gounder Ganapathy, M. Modiri-Delshad, and A. Mirtaheri. 2014 Nov. Optimization of micro-grid system using MOPSO. Renewable Energy 71:295–306. doi: 10.1016/j.renene.2014.05.006.
  • Çelik, E. 2021 Jan. Design of new fractional order PI–fractional order PD cascade controller through dragonfly search algorithm for advanced load frequency control of power systems. Soft Computing 25(2):1193–217. doi: 10.1007/s00500-020-05215-w.
  • Çelik, E., N. Öztürk, Y. Arya, and C. Ocak. 2021 Nov. (1 + PD)-PID cascade controller design for performance betterment of load frequency control in diverse electric power systems. Neural Computing & Applications 33(22):15433–56. doi: 10.1007/s00521-021-06168-3.
  • Choudhary, R., J. N. Rai, and Y. Arya. 2022 Oct. Cascade FOPI-FOPTID controller with energy storage devices for AGC performance advancement of electric power systems. Sustainable Energy Technologies and Assessments ( Part C) 53:102671. doi:10.1016/j.seta.2022.102671.
  • Dahiya, P., V. Sharma, and R. Naresh. 2019 Jul. Optimal sliding mode control for frequency regulation in deregulated power systems with DFIG-based wind turbine and TCSC–SMES. Neural Computing & Applications 31(7):3039–56. doi: 10.1007/s00521-017-3250-y.
  • Dash, P., L. C. Saikia, and N. Sinha. 2015 Jun. Automatic generation control of multi area thermal system using Bat algorithm optimized PD–PID cascade controller. International Journal of Electrical Power & Energy Systems 68:364–72. doi: 10.1016/j.ijepes.2014.12.063.
  • Das, D. C., A. K. Roy, and N. Sinha. 2012 Dec. GA based frequency controller for solar thermal–diesel–wind hybrid energy generation/energy storage system. International Journal of Electrical Power & Energy Systems 43(1):262–79. doi: 10.1016/j.ijepes.2012.05.025.
  • Das, D. C., N. Sinha, and A. K. Roy. 2014 Aug. Automatic generation control of an organic rankine cycle solar-thermal/wind-diesel hybrid energy system. Energy Technology 2(8):721–31. doi: 10.1002/ente.201402024.
  • Debbarma, S., and A. Dutta. 2017 Nov. Utilizing electric vehicles for LFC in restructured power systems using fractional order controller. IEEE Transactions on Smart Grid 8(6):2554–64. doi: 10.1109/TSG.2016.2527821.
  • Dekaraja, B., S. K. Bhagat, L. Saikia, M. K. Behera, S. K. Ramoji. 2022. “Combined frequency and voltage regulation of a renewable and energy storage integrated multi area systems using cascade controller,” In: 2022 IEEE Delhi Section Conference (DELCON), 11–13 Feb. doi: 10.1109/DELCON54057.2022.9753576
  • Deng, Z., H. Cao, X. Li, J. Jiang, J. Yang, and Y. Qin. 2010 Dec. Generalized predictive control for fractional order dynamic model of solid oxide fuel cell output power. Journal of Power Sources 195(24):8097–103. doi: 10.1016/j.jpowsour.2010.07.053.
  • Guha, D., P. K. Roy, and S. Banerjee. 2021 Feb. Disturbance observer aided optimised fractional‐order three‐degree‐of‐freedom tilt‐integral‐derivative controller for load frequency control of power systems. IET Generation, Transmission & Distribution 15(4):716–36. doi: 10.1049/gtd2.12054.
  • Guo, J. 2021 Jan. Application of a novel adaptive sliding mode control method to the load frequency control. European Journal of Control 57:172–78. doi: 10.1016/j.ejcon.2020.03.007.
  • Khooban, M. -H., T. Dragicevic, F. Blaabjerg, and M. Delimar. 2018 Apr. Shipboard microgrids: A novel approach to load frequency control. IEEE Transactions on Sustainable Energy 9(2):843–52. doi: 10.1109/TSTE.2017.2763605.
  • Khooban, M. -H., M. Gheisarnejad, N. Vafamand, M. Jafari, S. Mobayen, T. Dragicevic, and J. Boudjadar. 2019 Dec. Robust frequency regulation in mobile microgrids: HIL implementation. IEEE Systems Journal 13(4):4281–91. doi: 10.1109/JSYST.2019.2911210.
  • Kouba, N. E. Y., M. Menaa, M. Hasni, and M. Boudour. 2018 Dec. A novel optimal combined fuzzy PID controller employing dragonfly algorithm for solving automatic generation control problem. Electric Power Components & Systems 46(19–20):2054–70. doi: 10.1080/15325008.2018.1533604.
  • Latif, A., D. C. Das, A. K. Barik, and S. Ranjan. 2020 Apr. Illustration of demand response supported co-ordinated system performance evaluation of YSGA optimized dual stage PIFOD-(1 + PI) controller employed with wind-tidal-biodiesel based independent two-area interconnected microgrid system. IET Renewable Power Generation 14(6):1074–86. doi: 10.1049/iet-rpg.2019.0940.
  • Mirjalili, S. 2016 May. Dragonfly algorithm: A new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems. Neural Computing & Applications 27(4):1053–73. doi: 10.1007/s00521-015-1920-1.
  • Nosratabadi, S. M., M. Bornapour, and M. A. Gharaei. 2019 Aug. Grasshopper optimization algorithm for optimal load frequency control considering predictive functional modified PID controller in restructured multi-resource multi-area power system with redox flow battery units. Control Engineering Practice 89:204–27. doi: 10.1016/j.conengprac.2019.06.002.
  • OECD. 2022. “Environmental Outlook to 2050.” https://www.oecd.org/env/indicators-modelling-outlooks/oecdenvironmentaloutlookto2050theconsequencesofinaction-keyfactsandfigures.htm.
  • Rajesh, K. S., S. S. Dash, and R. Rajagopal. 2019 Feb. Hybrid improved firefly-pattern search optimized fuzzy aided PID controller for automatic generation control of power systems with multi-type generations. Swarm and Evolutionary Computation 44:200–11. doi: 10.1016/j.swevo.2018.03.005.
  • Rao, S. N. V. B., Yellapragada VP, Padma K, Pradeep DJ, Reddy CP, Amir M, Refaat SS. 2022 Aug. Day-ahead load demand forecasting in urban community cluster microgrids using machine learning methods. Energies 15 (17):6124. doi:10.3390/en15176124.
  • Rosaline, A. D., and U. Somarajan. 2019 Jan. Structured H-infinity controller for an uncertain deregulated power system. IEEE Transactions on Industry Applications 55(1):892–906. doi: 10.1109/TIA.2018.2866560.
  • Saha, A., and L. C. Saikia. 2017 Sep. Utilisation of ultra‐capacitor in load frequency control under restructured STPP‐thermal power systems using WOA optimised PIDN‐FOPD controller. IET Generation, Transmission & Distribution 11(13):3318–31. doi: 10.1049/iet-gtd.2017.0083.
  • Saikia, L. C., S. Mishra, N. Sinha, and J. Nanda. 2011 May. Automatic generation control of a multi area hydrothermal system using reinforced learning neural network controller. International Journal of Electrical Power & Energy Systems 33(4):1101–08. doi: 10.1016/j.ijepes.2011.01.029.
  • Selvaraju, R. K., and G. Somaskandan. 2016 Feb. Impact of energy storage units on load frequency control of deregulated power systems. Energy 97:214–28. doi: 10.1016/j.energy.2015.12.121.
  • Shang-Guan, X., Y. He, C. Zhang, L. Jiang, J. W. Spencer, and M. Wu. 2022 Feb. Sampled-data based discrete and fast load frequency control for power systems with wind power. Applied Energy 259:114202. doi: 10.1016/j.apenergy.2019.114202.
  • Shankar, R., K. Chatterjee, and R. Bhushan. 2016 Jul. Impact of energy storage system on load frequency control for diverse sources of interconnected power system in deregulated power environment. International Journal of Electrical Power & Energy Systems 79:11–26. doi: 10.1016/j.ijepes.2015.12.029.
  • Sharma, M., S. Dhundhara, Y. Arya, and S. Prakash. 2021 Apr. Frequency stabilization in deregulated energy system using coordinated operation of fuzzy controller and redox flow battery. International Journal of Energy Research 45(5):7457–75. doi: 10.1002/er.6328.
  • Sharma, M., S. Dhundhara, Y. Arya, and S. Prakash. 2022 Dec. Frequency excursion mitigation strategy using a novel coa optimised fuzzy controller in wind integrated power systems. IET Renewable Power Generation 14(19):4071–85. doi: 10.1049/iet-rpg.2020.0882.
  • Sharma, G., N. Krishnan, Y. Arya, and A. Panwar. 2021 May. Impact of ultracapacitor and redox flow battery with JAYA optimization for frequency stabilization in linked photovoltaic‐thermal system. International Transactions on Electrical Energy Systems 31(5):e12883. doi: 10.1002/2050-7038.12883.
  • Sharma, D., and S. Mishra. 2019 Aug. Non‐linear disturbance observer‐based improved frequency and tie‐line power control of modern interconnected power systems. IET Generation, Transmission & Distribution 13(16):3564–73. doi: 10.1049/iet-gtd.2018.5855.
  • Sharma, G., A. Panwar, Y. Arya, and M. Kumawat. 2022 Sept. Integrating layered recurrent ANN with robust control strategy for diverse operating conditions of AGC of the power system. IET Generation, Transmission & Distribution 14(18):3886–95. doi: 10.1049/iet-gtd.2019.0935.
  • Zaherruddin, K. Singh, and M. Amir. 2021. Intelligent fuzzy TIDF-II controller for load frequency control in hybrid energy system. IETE Technical Review 1–17. doi:10.1080/02564602.2021.1994476.
  • Singh, K., M. Amir, F. Ahmad, and M. A. Khan. 2021 Mar. An integral tilt derivative control strategy for frequency control in multimicrogrid system. IEEE Systems Journal 15(1):1477–88. doi: 10.1109/JSYST.2020.2991634.
  • Singh, K., M. Amir, F. Ahmad, and S. S. Refaat. 2021. Enhancement of frequency control for stand-alone multi-microgrids. IEEE Access 9:79128–42. doi:10.1109/ACCESS.2021.3083960.
  • Singh, K., and Y. Arya. 2022 Jul. Tidal turbine support in microgrid frequency regulation through novel cascade Fuzzy-FOPID droop in de-loaded region. ISA transactions. doi: 10.1016/j.isatra.2022.07.010.
  • Tang, Q., N. Liu, and J. Zhang. 2014. Optimal operation method for microgrid with wind/pv/diesel generator/battery and desalination. Journal of Applied Mathematics 2014:1–12. doi:10.1155/2014/857541.
  • Tasnin, W., L. C. Saikia, and M. Raju. 2018 Oct 2018. Deregulated AGC of multi-area system incorporating dish-Stirling solar thermal and geothermal power plants using fractional order cascade controller. International Journal of Electrical Power & Energy Systems 101:60–74. doi: 10.1016/j.ijepes.2018.03.015.
  • Vafamand, N., M. H. Khooban, T. Dragicevic, J. Boudjadar, and M. H. Asemani. 2019 Sep. Time-delayed stabilizing secondary load frequency control of shipboard microgrids. IEEE Systems Journal 13(3):3233–41. doi: 10.1109/JSYST.2019.2892528.
  • Wang, L., D. -J. Lee, W. -J. Lee, and Z. Chen. 2008 Dec. Analysis of a novel autonomous marine hybrid power generation/energy storage system with a high-voltage direct current link. Journal of Power Sources 185(2):1284–92. doi: 10.1016/j.jpowsour.2008.08.037.
  • Yang, J., Z. Zeng, Y. Tang, J. Yan, H. He, and Y. Wu. 2015 Mar. Load frequency control in isolated micro-grids with electrical vehicles based on multivariable generalized predictive theory. Energies 8(3):2145–64. doi: 10.3390/en8032145.
  • Yesil, E. 2014 Feb. Interval type-2 fuzzy PID load frequency controller using Big Bang–Big Crunch optimization. Applied Soft Computing 15:100–12. doi: 10.1016/j.asoc.2013.10.031.
  • Zaheeruddin, and K. Singh. 2022. Intelligent fractional-order-based centralized frequency controller for microgrid. IETE Journal of Research 68 (4):2848–62. doi:10.1080/03772063.2020.1730249.
  • Zaheeruddin, and K. Singh. 2022 Jul. Intelligent frequency control in microgrid: Fractional order fuzzy PID controller. Journal of Intelligent & Fuzzy Systems 39(1):195–212. doi: 10.3233/JIFS-190963.
  • Zaheeruddin, and K. Singh. 2022 Jul. Load frequency regulation by de-loaded tidal turbine power plant units using fractional fuzzy based PID droop controller. Applied Soft Computing 92:106338. doi: 10.1016/j.asoc.2020.106338.

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