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Optimization of wind-solar hybrid system based on energy stability of multiple time scales and uncertainty of renewable resources

Author

Listed:
  • Bai, Mingqi
  • Liu, Shuqi
  • Qi, Meng
  • Liu, Shangzhi
  • Shu, Chi-Min
  • Feng, Wei
  • Liu, Yi

Abstract

The integration of renewable energy with the chemical industry has become a significant research area. A universal design method for wind-solar hybrid systems targeting stable loads was proposed, based on optimizing objectives such as system energy fluctuations, costs, and safety. It thoroughly investigates the impact of energy fluctuations across different time scales on energy storage systems. The study conducted in Qingdao indicates that when the optimal photovoltaic capacity ratio is 0.71, electricity costs decrease by 40 %, with hydrogen storage tank costs dropping by 52 %. Relying solely on a single time scale for energy fluctuations may not comprehensively represent the energy storage capacity and efficiency of the storage system, potentially leading to misjudgements in system configuration. Additionally, interannual variations in renewable resources have minimal impact on the wind-solar capacity ratio but significantly affect hydrogen storage tank capacity. Sensitivity analysis results reveal that the rated speed of wind turbines significantly influences system optimization, while fluctuations in equipment costs within 20 % have a minor effect on the wind-solar capacity ratio. Finally, several policy recommendations for the design of wind-solar hybrid power systems were offered, emphasizing the importance of wind-solar complementarity, the development of energy storage technologies, and the local utilization of renewable energy.

Suggested Citation

  • Bai, Mingqi & Liu, Shuqi & Qi, Meng & Liu, Shangzhi & Shu, Chi-Min & Feng, Wei & Liu, Yi, 2024. "Optimization of wind-solar hybrid system based on energy stability of multiple time scales and uncertainty of renewable resources," Energy, Elsevier, vol. 313(C).
  • Handle: RePEc:eee:energy:v:313:y:2024:i:c:s0360544224035680
    DOI: 10.1016/j.energy.2024.133790
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    References listed on IDEAS

    as
    1. Yang, Yuqing & Bremner, Stephen & Menictas, Chris & Kay, Merlinde, 2022. "Modelling and optimal energy management for battery energy storage systems in renewable energy systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    2. Li, Mingquan & Virguez, Edgar & Shan, Rui & Tian, Jialin & Gao, Shuo & Patiño-Echeverri, Dalia, 2022. "High-resolution data shows China’s wind and solar energy resources are enough to support a 2050 decarbonized electricity system," Applied Energy, Elsevier, vol. 306(PA).
    3. Heide, Dominik & von Bremen, Lueder & Greiner, Martin & Hoffmann, Clemens & Speckmann, Markus & Bofinger, Stefan, 2010. "Seasonal optimal mix of wind and solar power in a future, highly renewable Europe," Renewable Energy, Elsevier, vol. 35(11), pages 2483-2489.
    4. Ren, Guorui & Wan, Jie & Liu, Jinfu & Yu, Daren, 2019. "Spatial and temporal assessments of complementarity for renewable energy resources in China," Energy, Elsevier, vol. 177(C), pages 262-275.
    5. Liu, Laibao & Wang, Zheng & Wang, Yang & Wang, Jun & Chang, Rui & He, Gang & Tang, Wenjun & Gao, Ziqi & Li, Jiangtao & Liu, Changyi & Zhao, Lin & Qin, Dahe & Li, Shuangcheng, 2020. "Optimizing wind/solar combinations at finer scales to mitigate renewable energy variability in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    6. Hou, Wenjuan & Zhang, Xueliang & Wu, Maowei & Yuxin Feng, & Yang, Linsheng, 2022. "Integrating stability and complementarity to assess the accommodable generation potential of multiscale solar and wind resources: A case study in a resource-based area in China," Energy, Elsevier, vol. 261(PB).
    7. Andresen, Gorm B. & Rodriguez, Rolando A. & Becker, Sarah & Greiner, Martin, 2014. "The potential for arbitrage of wind and solar surplus power in Denmark," Energy, Elsevier, vol. 76(C), pages 49-58.
    8. Ferreira, Miguel Marques & Santos, Júlia Alves & Silva, Lincon Rozendo da & Abrahao, Raphael & Gomes, Flavio da Silva Vitorino & Braz, Helon David Macêdo, 2023. "A new index to evaluate renewable energy potential: A case study on solar, wind and hybrid generation in Northeast Brazil," Renewable Energy, Elsevier, vol. 217(C).
    9. Svitnič, Tibor & Sundmacher, Kai, 2022. "Renewable methanol production: Optimization-based design, scheduling and waste-heat utilization with the FluxMax approach," Applied Energy, Elsevier, vol. 326(C).
    10. Battaglia, V. & Vanoli, L., 2024. "Optimizing renewable energy integration in new districts: Power-to-X strategies for improved efficiency and sustainability," Energy, Elsevier, vol. 305(C).
    11. Canales, Fausto A. & Sapiega, Patryk & Kasiulis, Egidijus & Jonasson, Erik & Temiz, Irina & Jurasz, Jakub, 2024. "Temporal dynamics and extreme events in solar, wind, and wave energy complementarity: Insights from the Polish Exclusive Economic Zone," Energy, Elsevier, vol. 305(C).
    12. Gao, Yang & Meng, Yangyang & Dong, Guanpeng & Ma, Shaoxiu & Miao, Changhong & Xiao, Jianhua & Mao, Shuting & Shao, Lili, 2024. "The wind-solar hybrid energy could serve as a stable power source at multiple time scale in China mainland," Energy, Elsevier, vol. 305(C).
    13. Yadav, Subhash & Kumar, Pradeep & Kumar, Ashwani, 2024. "Techno-economic assessment of hybrid renewable energy system with multi energy storage system using HOMER," Energy, Elsevier, vol. 297(C).
    14. Işık, Cem & Kuziboev, Bekhzod & Ongan, Serdar & Saidmamatov, Olimjon & Mirkhoshimova, Mokhirakhon & Rajabov, Alibek, 2024. "The volatility of global energy uncertainty: Renewable alternatives," Energy, Elsevier, vol. 297(C).
    15. Costoya, X. & deCastro, M. & Carvalho, D. & Gómez-Gesteira, M., 2023. "Assessing the complementarity of future hybrid wind and solar photovoltaic energy resources for North America," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    16. Pedruzzi, Rizzieri & Silva, Allan Rodrigues & Soares dos Santos, Thalyta & Araujo, Allan Cavalcante & Cotta Weyll, Arthur Lúcide & Lago Kitagawa, Yasmin Kaore & Nunes da Silva Ramos, Diogo & Milani de, 2023. "Review of mapping analysis and complementarity between solar and wind energy sources," Energy, Elsevier, vol. 283(C).
    17. Heide, Dominik & Greiner, Martin & von Bremen, Lüder & Hoffmann, Clemens, 2011. "Reduced storage and balancing needs in a fully renewable European power system with excess wind and solar power generation," Renewable Energy, Elsevier, vol. 36(9), pages 2515-2523.
    18. Zambrano-Monserrate, Manuel A. & Soto, Gonzalo Hernández & Ahakwa, Isaac & Manigandan, Palanisamy, 2024. "Dynamic effects on modern renewable energy generation: The role of patents in clean energy technology," Energy, Elsevier, vol. 311(C).
    19. Ebaidalla, Ebaidalla M., 2024. "The impact of taxation, technological innovation and trade openness on renewable energy investment: Evidence from the top renewable energy producing countries," Energy, Elsevier, vol. 306(C).
    20. Liu, Lintong & Zhai, Rongrong & Hu, Yangdi, 2023. "Multi-objective optimization with advanced exergy analysis of a wind-solar‑hydrogen multi-energy supply system," Applied Energy, Elsevier, vol. 348(C).
    21. Boretti, Alberto & Castelletto, Stefania, 2024. "Hydrogen energy storage requirements for solar and wind energy production to account for long-term variability," Renewable Energy, Elsevier, vol. 221(C).
    22. Yang, Zhaofu & Liu, Hong & Yuan, Yongna & Li, Muhua, 2024. "Can renewable energy development facilitate China's sustainable energy transition? Perspective from Energy Trilemma," Energy, Elsevier, vol. 304(C).
    23. Hemmati, Reza & Bornapour, Seyyed Mohammad & Saboori, Hedayat, 2024. "Standalone hybrid power-hydrogen system incorporating daily-seasonal green hydrogen storage and hydrogen refueling station," Energy, Elsevier, vol. 295(C).
    24. Nikolakakis, Thomas & Fthenakis, Vasilis, 2011. "The optimum mix of electricity from wind- and solar-sources in conventional power systems: Evaluating the case for New York State," Energy Policy, Elsevier, vol. 39(11), pages 6972-6980.
    25. Garcia G., Matias & Oliva H., Sebastian, 2023. "Technical, economic, and CO2 emissions assessment of green hydrogen production from solar/wind energy: The case of Chile," Energy, Elsevier, vol. 278(PB).
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