Impact of inertial control on battery energy storage requirements in wind-integrated power systems
Keywords:
Batteries, Energy Storage Systems, Frequency Support, Inertial Control, Wind TurbineAbstract
The increasing penetration of wind energy in modern power systems has intensified the need for advanced frequency regulation strategies capable of preserving grid stability under low-inertia conditions. In this context, inertial control of wind turbines, complemented by energy storage systems (ESS), represents a promising approach to enhance frequency response during contingency events. This paper investigates, through detailed time-domain simulations, the impact of advanced inertial control strategies on the energy storage requirements associated with frequency regulation tasks. Two control schemes are analyzed: (i) an extended optimized power point tracking (OPPTE) method and (ii) an adaptive OPPTE strategy enhanced with a fuzzy logic controller (OPPTE-FLC). Both approaches are coordinated with a battery energy storage system (BESS) equipped with state-of-charge feedback control (SOC-FB) to ensure operational sustainability. Simulation results demonstrate that the coordinated OPPTE-FLC and BESS framework significantly enhances dynamic performance during frequency disturbances. In particular, the proposed strategy increases the peak active power injection during contingencies by approximately 15\% and yields a notable improvement in frequency nadir compared to the conventional OPPTE-based approach.
Downloads
References
Prajzendanc, P. & Kreischer, C. “A review of new technologies in the design and application of wind turbine generators,” Energies, vol. 18, no. 15, pp. 4082, 2025, doi: 10.3390/en18154082.
Long, F. “A Review on the Development of Wind-Storage Combined Systems in Power System Frequency Regulation,” Science And Technology Of Engineering, Chemistry And Environmental Protection, vol. 1, no. 4, 2025, doi: 10.61173/g4p8n520.
WWEA. “WWEA Half-year Report 2025: Globla Wind Power Growth Accelerates in the First Half of 2025,” 10 November 2025, [Online].
Available: https://wwindea.org/HYR2025?.
Glover, J., Sarma, M., Overbye, T. & Padhy, N. “Power system analysis and design,” Cengage Learning Stamford, CT, USA, 2012, ISBN:
X.
Alam, M., Chowdhury, T., Dhar, A., Al-Ismail, F., Choudhury, M., Shafiullah, M., Hossain, M., Hossain, M., Ullah, A. & Rahman, S. “Solar
and wind energy integrated system frequency control: A critical review on recent developments,” Energies, vol. 16, no. 2, pp. 812, 2023, doi:
3390/en16020812.
Loza, B., Minchala, L., Ochoa-Correa, D. & Martinez, S. “Grid-friendly integration of wind energy: A review of power forecasting and frequency control techniques,” Sustainability, vol. 16, no. 21, pp. 9535, 2024, doi: 10.3390/su16219535.
United Nations Development Programme. “Affordable and clean energy,” United Nations Development Programme, [Online]. Available:
https://www.undp.org/sustainable-development-goals/affordable-andclean-energy.
Hu, Y., Wang, C. & Zou, X. “Frequency regulation for high wind penetration power system based on ocean predator algorithm considering storage battery state,” Energies, vol. 18, no. 3, pp. 671, 2025, doi: 10.3390/en18030671.
Jiang, Y., Wang, C., Xiao, L., Yu, D. & Zhang, X. “Wind/storage coordinated control strategy based on system frequency regulation
demands,” Energy Reports, VOL. 11, pp. 1551-1559, 2024, doi: 10.1016/j.egyr.2024.01.002.
Ochoa, D. & Martinez, S. “Fast-frequency response provided by DFIG wind turbines and its impact on the grid,” IEEE Transactions On
Power Systems. vol. 32, no. 5, 4002-4011, 2016, doi: 10.1109/TPWRS.2016.2636374.
Gu, W., Chen, Z., Li, Q., Yin, M., Li, Q. & Zou, Y. “Torque limit-based inertial control method based on delayed support for primary
frequency control of wind turbines,” Journal Of Modern Power Systems And Clean Energy, vol. 12, no. 2, pp. 561-570, 2023, doi: 10.35833/MPCE.2022.000773.
Loza, B., Minchala, L., Ochoa-Correa, D. & Ar´evalo-Cordero, P. “An Adaptive Inertial Control Strategy for Wind Turbines via Fuzzy Logic
and OPPTE Integration,” Technologies, vol. 13, no. 12, pp. 547, 2025, doi: 10.3390/technologies13120547.
Boyle, J., Littler, T. & Foley A. “Coordination of synthetic inertia from wind turbines and battery energy storage systems to mitigate the impact of the synthetic inertia speed-recovery period,” Renewable Energy, vol. 223, pp. 120037, 2024, doi: 10.1016/j.renene.2024.120037.
Shu, H., Dong, H., Wang, G., Chen, J., Shi, B. & Tang, Y. “Wind storage coordinated control strategy for inertia enhancement of high ratio
renewable energy power systems,” Journal Of Energy Storage, vol. 97, pp. 112998, 2024, doi: 10.1016/j.est.2024.112998.
Duan, J., Zhang, Y., Li, Z., Tao, J. & Wang, J. “Fast frequency response strategy for wind-storage systems based on improved torque limit control under energy perspective,” Journal Of Energy Storage, vol. 111, pp. 115406, 2025, doi: 10.1016/j.est.2025.115406.
Ullah, K., Basit, A., Ullah, Z., Albogamy, F. & Hafeez, G. “Automatic generation control in modern power systems with wind power
and electric vehicles,” Energies, vol. 15, no. 5, pp. 1771, 2022, doi: 10.3390/en15051771.
Long, Q., Celna, A., Das, K. & Sørensen, P. “Fast frequency support from hybrid wind power plants using supercapacitors,” Energies, vol. 14, no. 12, pp. 3495, 2021, doi: 10.3390/en14123495.
Waskito, F., Wijaya, F. & Firmansyah, E. “Review of Virtual Inertia Based on Synchronous Generator Characteristic Emulation in Renewable Energy-Dominated Power Systems,” Electricity, vol. 6, no. 4, pp. 69, 2025, doi: 10.3390/electricity6040069.
Mendieta, M., Minchala, L. & Probst, O. “Minimization of energy storage requirements in wind farms by controlling the state of charge of a battery bank,” 2022 IEEE Sixth Ecuador Technical Chapters Meeting (ETCM), pp. 01-06, 2022, doi: 10.1109/ETCM56276.2022.9935759.