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A Review of Multi-Temporal Scale Regulation Requirements of Power Systems and Diverse Flexible Resource Applications

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  • Fan Li

    (State Grid Economic and Technological Research Institute Co., Ltd., Beijing 102209, China)

  • Hongzhen Wang

    (School of Electrical Engineering, Xi’an Jiaotong University, Xi’an 710049, China)

  • Dong Liu

    (State Grid Economic and Technological Research Institute Co., Ltd., Beijing 102209, China)

  • Ke Sun

    (State Grid Economic and Technological Research Institute Co., Ltd., Beijing 102209, China)

Abstract

With the increasing integration of renewable energy sources such as wind and solar power, the regulation requirements of power systems have become more dynamic and complex. This paper provides a comprehensive review of multi-temporal scale regulation requirements and explores the application of diverse flexible resources across different time scales. The regulation demands are categorized into short, medium, and long-term scales, each presenting unique challenges that need to be addressed for efficient power system operation. Existing studies primarily focus on the adjustment of a single time scale, often overlooking the interplay between multiple time scales. This paper critically analyzes the limitations of previous approaches and demonstrates the need for more holistic and flexible solutions. The research results show that integrating diverse, flexible resources, including energy storage systems (ESS) and demand response (DR), can effectively meet regulation needs across various time scales. Additionally, the paper identifies the potential of hydrogen-based solutions to address emerging challenges in power system regulation. The findings highlight the importance of combining multiple flexible resources to improve system resilience and sustainability, offering a pathway toward more efficient and adaptable power systems.

Suggested Citation

  • Fan Li & Hongzhen Wang & Dong Liu & Ke Sun, 2025. "A Review of Multi-Temporal Scale Regulation Requirements of Power Systems and Diverse Flexible Resource Applications," Energies, MDPI, vol. 18(3), pages 1-32, January.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:3:p:643-:d:1580481
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    as
    1. Heggarty, Thomas & Bourmaud, Jean-Yves & Girard, Robin & Kariniotakis, Georges, 2020. "Quantifying power system flexibility provision," Applied Energy, Elsevier, vol. 279(C).
    2. Wu, Yunna & Zhang, Ting & Gao, Rui & Wu, Chenghao, 2021. "Portfolio planning of renewable energy with energy storage technologies for different applications from electricity grid," Applied Energy, Elsevier, vol. 287(C).
    3. Zhao, Ziwen & Yuan, Yichen & He, Mengjiao & Jurasz, Jakub & Wang, Jianan & Egusquiza, Mònica & Egusquiza, Eduard & Xu, Beibei & Chen, Diyi, 2022. "Stability and efficiency performance of pumped hydro energy storage system for higher flexibility," Renewable Energy, Elsevier, vol. 199(C), pages 1482-1494.
    4. Pusceddu, Elian & Zakeri, Behnam & Castagneto Gissey, Giorgio, 2021. "Synergies between energy arbitrage and fast frequency response for battery energy storage systems," Applied Energy, Elsevier, vol. 283(C).
    5. Biber, Albert & Wieland, Christoph & Spliethoff, Hartmut, 2022. "Economic analysis of energy storages integrated into combined-cycle power plants," Energy Policy, Elsevier, vol. 170(C).
    6. Young-Kwang Park & Seong-Won Moon & Tong-Seop Kim, 2021. "Advanced Control to Improve the Ramp-Rate of a Gas Turbine: Optimization of Control Schedule," Energies, MDPI, vol. 14(23), pages 1-23, December.
    7. Zakeri, Behnam & Gissey, Giorgio Castagneto & Dodds, Paul E. & Subkhankulova, Dina, 2021. "Centralized vs. distributed energy storage – Benefits for residential users," Energy, Elsevier, vol. 236(C).
    8. Gilani, Mohammad Amin & Kazemi, Ahad & Ghasemi, Mostafa, 2020. "Distribution system resilience enhancement by microgrid formation considering distributed energy resources," Energy, Elsevier, vol. 191(C).
    9. Zhao, Ziwen & Ding, Xinjun & Behrens, Paul & Li, Jianling & He, Mengjiao & Gao, Yuanqiang & Liu, Gongcheng & Xu, Beibei & Chen, Diyi, 2023. "The importance of flexible hydropower in providing electricity stability during China’s coal phase-out," Applied Energy, Elsevier, vol. 336(C).
    10. Yamujala, Sumanth & Kushwaha, Priyanka & Jain, Anjali & Bhakar, Rohit & Wu, Jianzhong & Mathur, Jyotirmay, 2021. "A stochastic multi-interval scheduling framework to quantify operational flexibility in low carbon power systems," Applied Energy, Elsevier, vol. 304(C).
    11. Xi, Han & Wu, Xiao & Chen, Xianhao & Sha, Peng, 2021. "Artificial intelligent based energy scheduling of steel mill gas utilization system towards carbon neutrality," Applied Energy, Elsevier, vol. 295(C).
    12. Deng, Xu & Lv, Tao & Xu, Jie & Hou, Xiaoran & Liu, Feng, 2022. "Assessing the integration effect of inter-regional transmission on variable power generation under renewable energy consumption policy in China," Energy Policy, Elsevier, vol. 170(C).
    13. Dong, Haiyan & Fu, Yanbo & Jia, Qingquan & Zhang, Tie & Meng, Dequn, 2023. "Low carbon optimization of integrated energy microgrid based on life cycle analysis method and multi time scale energy storage," Renewable Energy, Elsevier, vol. 206(C), pages 60-71.
    14. Sun, Yang & Wang, Ligang & Xu, Cheng & Van herle, Jan & Maréchal, François & Yang, Yongping, 2020. "Enhancing the operational flexibility of thermal power plants by coupling high-temperature power-to-gas," Applied Energy, Elsevier, vol. 263(C).
    15. Ahmed, Faraedoon & Al Kez, Dlzar & McLoone, Seán & Best, Robert James & Cameron, Ché & Foley, Aoife, 2023. "Dynamic grid stability in low carbon power systems with minimum inertia," Renewable Energy, Elsevier, vol. 210(C), pages 486-506.
    16. Askeland, Magnus & Backe, Stian & Bjarghov, Sigurd & Korpås, Magnus, 2021. "Helping end-users help each other: Coordinating development and operation of distributed resources through local power markets and grid tariffs," Energy Economics, Elsevier, vol. 94(C).
    17. Pommeret, Aude & Schubert, Katheline, 2022. "Optimal energy transition with variable and intermittent renewable electricity generation," Journal of Economic Dynamics and Control, Elsevier, vol. 134(C).
    18. Enas Taha Sayed & Abdul Ghani Olabi & Abdul Hai Alami & Ali Radwan & Ayman Mdallal & Ahmed Rezk & Mohammad Ali Abdelkareem, 2023. "Renewable Energy and Energy Storage Systems," Energies, MDPI, vol. 16(3), pages 1-26, February.
    19. Curto, Domenico & Favuzza, Salvatore & Franzitta, Vincenzo & Guercio, Andrea & Amparo Navarro Navia, Milagros & Telaretti, Enrico & Zizzo, Gaetano, 2022. "Grid Stability Improvement Using Synthetic Inertia by Battery Energy Storage Systems in Small Islands," Energy, Elsevier, vol. 254(PC).
    20. Ana Lucía Cáceres & Paulina Jaramillo & H. Scott Matthews & Constantine Samaras & Bart Nijssen, 2022. "Potential hydropower contribution to mitigate climate risk and build resilience in Africa," Nature Climate Change, Nature, vol. 12(8), pages 719-727, August.
    21. Li, Hengyi & Qin, Boyu & Wang, Shihan & Ding, Tao & Liu, Jialing & Wang, Hongzhen, 2025. "Aggregate power flexibility of multi-energy systems supported by dynamic networks," Applied Energy, Elsevier, vol. 377(PB).
    22. Sulman Shahzad & Elżbieta Jasińska, 2024. "Renewable Revolution: A Review of Strategic Flexibility in Future Power Systems," Sustainability, MDPI, vol. 16(13), pages 1-24, June.
    23. Xi, Yufei & Fang, Jiakun & Chen, Zhe & Zeng, Qing & Lund, Henrik, 2021. "Optimal coordination of flexible resources in the gas-heat-electricity integrated energy system," Energy, Elsevier, vol. 223(C).
    24. Li, Longxi & Cao, Xilin & Wang, Peng, 2021. "Optimal coordination strategy for multiple distributed energy systems considering supply, demand, and price uncertainties," Energy, Elsevier, vol. 227(C).
    25. Dimanchev, Emil G. & Hodge, Joshua L. & Parsons, John E., 2021. "The role of hydropower reservoirs in deep decarbonization policy," Energy Policy, Elsevier, vol. 155(C).
    26. Zhang, Cong & Greenblatt, Jeffery B. & Wei, Max & Eichman, Josh & Saxena, Samveg & Muratori, Matteo & Guerra, Omar J., 2020. "Flexible grid-based electrolysis hydrogen production for fuel cell vehicles reduces costs and greenhouse gas emissions," Applied Energy, Elsevier, vol. 278(C).
    27. Cui, Chengcheng & Zhang, Junli & Shen, Jiong, 2023. "System-level modeling, analysis and coordinated control design for the pressurized water reactor nuclear power system," Energy, Elsevier, vol. 283(C).
    28. Okur, Özge & Voulis, Nina & Heijnen, Petra & Lukszo, Zofia, 2019. "Aggregator-mediated demand response: Minimizing imbalances caused by uncertainty of solar generation," Applied Energy, Elsevier, vol. 247(C), pages 426-437.
    29. Zhu, Jiawei & Lin, Yishuai & Lei, Weidong & Liu, Youquan & Tao, Mengling, 2019. "Optimal household appliances scheduling of multiple smart homes using an improved cooperative algorithm," Energy, Elsevier, vol. 171(C), pages 944-955.
    30. Shrimali, Gireesh, 2021. "Managing power system flexibility in India via coal plants," Energy Policy, Elsevier, vol. 150(C).
    31. Muhammad Majid Gulzar & Muhammad Iqbal & Sulman Shahzad & Hafiz Abdul Muqeet & Muhammad Shahzad & Muhammad Majid Hussain, 2022. "Load Frequency Control (LFC) Strategies in Renewable Energy-Based Hybrid Power Systems: A Review," Energies, MDPI, vol. 15(10), pages 1-23, May.
    32. Durvasulu, Venkat & Balliet, W. Hill & Lopez, Carlos Josue & Lin, Yingqian & Li, Binghui & Alam, S.M. Shafiul & Mahalik, Mathew R. & Kwon, Jonghwan & Mosier, Thomas M.R., 2024. "Rationale for adding batteries to hydropower plants and tradeoffs in hybrid system operation: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 202(C).
    33. Run Qin & Juntao Chen & Zhong Li & Wei Teng & Yibing Liu, 2023. "Simulation of Secondary Frequency Modulation Process of Wind Power with Auxiliary of Flywheel Energy Storage," Sustainability, MDPI, vol. 15(15), pages 1-16, August.
    34. Wang, Zhu & Liu, Ming & Yan, Junjie, 2021. "Flexibility and efficiency co-enhancement of thermal power plant by control strategy improvement considering time varying and detailed boiler heat storage characteristics," Energy, Elsevier, vol. 232(C).
    35. Homan, Samuel & Mac Dowell, Niall & Brown, Solomon, 2021. "Grid frequency volatility in future low inertia scenarios: Challenges and mitigation options," Applied Energy, Elsevier, vol. 290(C).
    36. Amaral Lopes, Rui & Grønborg Junker, Rune & Martins, João & Murta-Pina, João & Reynders, Glenn & Madsen, Henrik, 2020. "Characterisation and use of energy flexibility in water pumping and storage systems," Applied Energy, Elsevier, vol. 277(C).
    37. Liu, Zifa & Zhang, Zhe & Zhuo, Ranqun & Wang, Xuyang, 2019. "Optimal operation of independent regional power grid with multiple wind-solar-hydro-battery power," Applied Energy, Elsevier, vol. 235(C), pages 1541-1550.
    38. Yu, Biying & Sun, Feihu & Chen, Chen & Fu, Guanpeng & Hu, Lin, 2022. "Power demand response in the context of smart home application," Energy, Elsevier, vol. 240(C).
    39. Al kez, Dlzar & Foley, Aoife M. & McIlwaine, Neil & Morrow, D. John & Hayes, Barry P. & Zehir, M. Alparslan & Mehigan, Laura & Papari, Behnaz & Edrington, Chris S. & Baran, Mesut, 2020. "A critical evaluation of grid stability and codes, energy storage and smart loads in power systems with wind generation," Energy, Elsevier, vol. 205(C).
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