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Potentials of Mixed-Integer Linear Programming (MILP)-Based Optimization for Low-Carbon Hydrogen Production and Development Pathways in China

Author

Listed:
  • Jiani Mao

    (College of Energy Environment and Safety Engineering, China Jiliang University, Hangzhou 310018, China)

  • Guangxue Zhang

    (College of Energy Environment and Safety Engineering, China Jiliang University, Hangzhou 310018, China)

  • Zhongqian Ling

    (College of Energy Environment and Safety Engineering, China Jiliang University, Hangzhou 310018, China)

  • Dingkun Yuan

    (College of Energy Environment and Safety Engineering, China Jiliang University, Hangzhou 310018, China)

  • Maosheng Liu

    (College of Energy Environment and Safety Engineering, China Jiliang University, Hangzhou 310018, China)

  • Jiangrong Xu

    (College of Energy Environment and Safety Engineering, China Jiliang University, Hangzhou 310018, China)

Abstract

Hydrogen (H 2 ) is considered one of the main pillars for transforming the conventional “dark” energy system to a net-zero carbon or “green” energy system. This work reviewed the potential resources for producing low-carbon hydrogen in China, as well as the possible hydrogen production methods based on the available resources. The analysis and comparison of the levelized cost of hydrogen (LCOH) for different hydrogen production pathways, and the optimal technology mixes to produce H 2 in China from 2020 to 2050 were obtained using the mixed-integer linear programming (MILP) optimization model. The results were concluded as three major ones: (a) By 2050, the LCOH of solar- and onshore-wind-powered hydrogen will reach around 70–80 $/MWh, which is lower than the current H2 price and the future low-carbon H 2 price. (b) Fuel costs (>40%) and capital investments (~20%) of different hydrogen technologies are the major cost components, and also are the major direction to further reduce the hydrogen price. (c) For the optimal hydrogen technology mix under the higher renewable ratio (70%) in 2050, the installed capacities of the renewable-powered electrolysers are all more than 200 GW, and the overall LCOH is 68.46 $/MWh. This value is higher than the LCOH (62.95 $/MWh) of the scenario with higher coal gasification with carbon capture and the storage (CG-CCS) ratio (>50%). Overall, this work is the first time that hydrogen production methods in China has been discussed comprehensively, as well as the acquisition of the optimal H2 production technology mix by the MILP optimization model, which can provide guidance on future hydrogen development pathways and technology development potential in China.

Suggested Citation

  • Jiani Mao & Guangxue Zhang & Zhongqian Ling & Dingkun Yuan & Maosheng Liu & Jiangrong Xu, 2024. "Potentials of Mixed-Integer Linear Programming (MILP)-Based Optimization for Low-Carbon Hydrogen Production and Development Pathways in China," Energies, MDPI, vol. 17(7), pages 1-18, April.
    • Handle: RePEc:gam:jeners:v:17:y:2024:i:7:p:1694-:d:1369024
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    References listed on IDEAS

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    1. Xi Yang & Chris P. Nielsen & Shaojie Song & Michael B. McElroy, 2022. "Breaking the hard-to-abate bottleneck in China’s path to carbon neutrality with clean hydrogen," Nature Energy, Nature, vol. 7(10), pages 955-965, October.
    2. Yue, Meiling & Lambert, Hugo & Pahon, Elodie & Roche, Robin & Jemei, Samir & Hissel, Daniel, 2021. "Hydrogen energy systems: A critical review of technologies, applications, trends and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    3. Junfeng, Li & Wan, Yih-huei & Ohi, James M., 1997. "Renewable energy development in China: Resource assessment, technology status, and greenhouse gas mitigation potential," Applied Energy, Elsevier, vol. 56(3-4), pages 381-394, March.
    4. Al-Qahtani, Amjad & Parkinson, Brett & Hellgardt, Klaus & Shah, Nilay & Guillen-Gosalbez, Gonzalo, 2021. "Uncovering the true cost of hydrogen production routes using life cycle monetisation," Applied Energy, Elsevier, vol. 281(C).
    5. Houjian Li & Xinya Huang & Deheng Zhou & Andi Cao & Mengying Su & Yufeng Wang & Lili Guo, 2022. "Forecasting Carbon Price in China: A Multimodel Comparison," IJERPH, MDPI, vol. 19(10), pages 1-16, May.
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