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Coordinating regulation reliability and quality of pumped storage units for renewables by a novel scheduling-control synergic model

Author

Listed:
  • Wang, Ran
  • Yang, Weijia
  • Huang, Yifan
  • Li, Xudong
  • Liu, Yuanhong
  • Chen, Jingdan
  • Cheng, Qian
  • Mei, Yadong
  • Cheng, Yongguang
  • Liu, Pan

Abstract

As the largest electricity storage facility, pumped storage is crucial for power systems but faces significant trade-offs between regulation quality for variable renewable energy (VRE) and the reliability of pumped storage units (PSUs). The flexible regulation requirement necessitates frequent startup-shutdown cycling, part-load operations, and accelerated wear of PSUs, thereby jeopardizing their reliability. Limited research on refined PSU-level scheduling strategies compromises the reliability of PSUs and the operation of VRE systems, especially given the diverse unit characteristics within a plant. This work innovatively couples the hydraulic characteristics of PSUs with reliability-based scheduling order, proposing a refined dual-layer scheduling strategy composed of unit commitment and load dispatch within a Wind-Solar-Pumped Storage Hybrid System (WSPSHS). Meanwhile, this work breaks from the traditional independent research paradigm between scheduling and control, establishing a refined synergic approach that integrates 15-min-level scheduling with second-level power control. Furthermore, this approach supports the development of a reliability assessment model that includes metrics on effectiveness and regulation losses of PSUs. In a North China case study, four cases with different combinations of hydraulic characteristics and reliability-based scheduling orders are comparatively evaluated. The results demonstrate that: (1) the refined strategy considering hydraulic characteristics and reliability significantly improves the reliability of PSUs by 9.91%. (2) the approach can effectively regulate PSUs and manage the WSPSHS, maintaining the operating efficiency of PSUs above 90% and achieving a VRE consumption rate of 95.47%. (3) The techno-economic performance of plants can be significantly improved, reducing operational intensity and risks, particularly for low-reliability PSUs, without negatively impacting the regulation quality of the hybrid system. This work can be extended to other energy systems with PSUs for effectively balancing VRE regulation demands with PSU reliability, and offering insights for reliable and efficient operation of power stations and grids.

Suggested Citation

  • Wang, Ran & Yang, Weijia & Huang, Yifan & Li, Xudong & Liu, Yuanhong & Chen, Jingdan & Cheng, Qian & Mei, Yadong & Cheng, Yongguang & Liu, Pan, 2024. "Coordinating regulation reliability and quality of pumped storage units for renewables by a novel scheduling-control synergic model," Applied Energy, Elsevier, vol. 376(PA).
    • Handle: RePEc:eee:appene:v:376:y:2024:i:pa:s0306261924015459
    DOI: 10.1016/j.apenergy.2024.124162
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    as
    1. Yu, Xiaodong & Yang, Xiuwei & Yu, Chao & Zhang, Jian & Tian, Yuan, 2021. "Direct approach to optimize PID controller parameters of hydropower plants," Renewable Energy, Elsevier, vol. 173(C), pages 342-350.
    2. Huang, Yifan & Yang, Weijia & Zhao, Zhigao & Han, Wenfu & Li, Yulan & Yang, Jiandong, 2023. "Dynamic modeling and favorable speed command of variable-speed pumped-storage unit during power regulation," Renewable Energy, Elsevier, vol. 206(C), pages 769-783.
    3. Liu, Baonan & Zhou, Jianzhong & Xu, Yanhe & Lai, Xinjie & Shi, Yousong & Li, Mengyao, 2022. "An optimization decision-making framework for the optimal operation strategy of pumped storage hydropower system under extreme conditions," Renewable Energy, Elsevier, vol. 182(C), pages 254-273.
    4. Li, Chaoshun & Wang, Wenxiao & Chen, Deshu, 2019. "Multi-objective complementary scheduling of hydro-thermal-RE power system via a multi-objective hybrid grey wolf optimizer," Energy, Elsevier, vol. 171(C), pages 241-255.
    5. Cheng, Qian & Ming, Bo & Liu, Pan & Huang, Kangdi & Gong, Yu & Li, Xiao & Zheng, Yalian, 2021. "Solving hydro unit commitment problems with multiple hydraulic heads based on a two-layer nested optimization method," Renewable Energy, Elsevier, vol. 172(C), pages 317-326.
    6. Nazari, M.E. & Ardehali, M.M. & Jafari, S., 2010. "Pumped-storage unit commitment with considerations for energy demand, economics, and environmental constraints," Energy, Elsevier, vol. 35(10), pages 4092-4101.
    7. Julian D. Hunt & Edward Byers & Yoshihide Wada & Simon Parkinson & David E. H. J. Gernaat & Simon Langan & Detlef P. Vuuren & Keywan Riahi, 2020. "Global resource potential of seasonal pumped hydropower storage for energy and water storage," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    8. Hu, Zanao & Cheng, Yongguang & Liu, Demin & Chen, Hongyu & Ji, Bin & Ding, Jinghuan, 2023. "Broadening the operating range of pump-turbine to deep-part load by runner optimization," Renewable Energy, Elsevier, vol. 207(C), pages 73-88.
    9. Chang, Jianxia & Li, Yunyun & Yuan, Meng & Wang, Yimin, 2017. "Efficiency evaluation of hydropower station operation: A case study of Longyangxia station in the Yellow River, China," Energy, Elsevier, vol. 135(C), pages 23-31.
    10. Wang, Wenxiao & Li, Chaoshun & Liao, Xiang & Qin, Hui, 2017. "Study on unit commitment problem considering pumped storage and renewable energy via a novel binary artificial sheep algorithm," Applied Energy, Elsevier, vol. 187(C), pages 612-626.
    11. Ming, Bo & Liu, Pan & Guo, Shenglian & Cheng, Lei & Zhou, Yanlai & Gao, Shida & Li, He, 2018. "Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China," Applied Energy, Elsevier, vol. 228(C), pages 1341-1352.
    12. Dhillon, Javed & Kumar, Arun & Singal, S.K., 2014. "Optimization methods applied for Wind–PSP operation and scheduling under deregulated market: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 682-700.
    13. Han, Shuo & He, Mengjiao & Zhao, Ziwen & Chen, Diyi & Xu, Beibei & Jurasz, Jakub & Liu, Fusheng & Zheng, Hongxi, 2023. "Overcoming the uncertainty and volatility of wind power: Day-ahead scheduling of hydro-wind hybrid power generation system by coordinating power regulation and frequency response flexibility," Applied Energy, Elsevier, vol. 333(C).
    14. Feng, Chen & Zheng, Yuan & Li, Chaoshun & Mai, Zijun & Wu, Wei & Chen, Huixiang, 2021. "Cost advantage of adjustable-speed pumped storage unit for daily operation in distributed hybrid system," Renewable Energy, Elsevier, vol. 176(C), pages 1-10.
    15. Li, Xudong & Yang, Weijia & Liao, Yiwen & Zhang, Shushu & Zheng, Yang & Zhao, Zhigao & Tang, Maojia & Cheng, Yongguang & Liu, Pan, 2024. "Short-term risk-management for hydro-wind-solar hybrid energy system considering hydropower part-load operating characteristics," Applied Energy, Elsevier, vol. 360(C).
    16. Su, Chengguo & Cheng, Chuntian & Wang, Peilin & Shen, Jianjian & Wu, Xinyu, 2019. "Optimization model for long-distance integrated transmission of wind farms and pumped-storage hydropower plants," Applied Energy, Elsevier, vol. 242(C), pages 285-293.
    17. Schmidt, J. & Kemmetmüller, W. & Kugi, A., 2017. "Modeling and static optimization of a variable speed pumped storage power plant," Renewable Energy, Elsevier, vol. 111(C), pages 38-51.
    18. Nasir, Jehanzeb & Javed, Adeel & Ali, Majid & Ullah, Kafait & Kazmi, Syed Ali Abbas, 2022. "Capacity optimization of pumped storage hydropower and its impact on an integrated conventional hydropower plant operation," Applied Energy, Elsevier, vol. 323(C).
    19. Huang, Yifan & Yang, Weijia & Liao, Yiwen & Zhao, Zhigao & Ma, Weichao & Yang, Jiebin & Yang, Jiandong, 2022. "Improved transfer function method for flexible simulation of hydraulic-mechanical-electrical transient processes of hydro-power plants," Renewable Energy, Elsevier, vol. 196(C), pages 390-404.
    20. Weijia Yang & Per Norrlund & Linn Saarinen & Adam Witt & Brennan Smith & Jiandong Yang & Urban Lundin, 2018. "Burden on hydropower units for short-term balancing of renewable power systems," Nature Communications, Nature, vol. 9(1), pages 1-12, December.
    21. Javed, Muhammad Shahzad & Jurasz, Jakub & McPherson, Madeleine & Dai, Yanjun & Ma, Tao, 2022. "Quantitative evaluation of renewable-energy-based remote microgrids: curtailment, load shifting, and reliability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    22. Wang, Xianxun & Virguez, Edgar & Xiao, Weihua & Mei, Yadong & Patiño-Echeverri, Dalia & Wang, Hao, 2019. "Clustering and dispatching hydro, wind, and photovoltaic power resources with multiobjective optimization of power generation fluctuations: A case study in southwestern China," Energy, Elsevier, vol. 189(C).
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