应用混合整数规划算法分析可再生能源制氢项目的投资规划
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国电电力河北新能源开发有限公司,河北 张家口 075099

作者简介:

田蕴卿(1984—),硕士,工程师,研究方向:风电电气系统。

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TP301

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Application of mixed integer programming algorithm to analyze investment planning of renewable energy hydrogen production project
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Guodian Power Hebei New Energy Development Co.,Ltd.,Zhangjiakou,Hebei 075099 ,China

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    摘要:

    作为一种具有巨大潜力的能源形式,绿氢的高生产成本是限制其发展的主要因素。文章提出了一种适用于新能源制氢项目投资阶段的建模与生产规划解决方案,以辅助可行性评估和投资配置决策。文章重点探讨了3个关键方面:建模、生产规划和优化。在建模方面,通过响应式、模块化和并行化设计,模型可以更灵活高效,并为已知情形预设了多种内置模块,覆盖大部分计算逻辑。在生产规划方面,针对稳定供氢和波动供氢的不同需求,设计了专门的算法,通过合理安排不同时间段的产量,最大化利用波动特性的新能源电力。在优化方面,基于模型的优化框架和高效的混合整数规划算法,有效搜寻最优投资配置,优化投资方案,提升项目整体效率,降低绿氢生产成本。

    Abstract:

    Green hydrogen, as a form of energy with enormous potential, its high production cost is the main factor limiting its development. The article proposes a modeling and production planning solution suitable for the investment phase of new energy hydrogen production projects to assist feasibility assessment and investment allocation decisions. The article focuses on three key aspects: modeling, production planning, and optimization. In terms of modeling, responsive, modular, and parallel design are used to make the model more flexible and efficient, and multiple built in modules are pre set for known scenarios, covering most of the computational logic. In terms of production planning, specialized algorithms have been designed to meet the different demands of stable hydrogen supply and fluctuating hydrogen supply. By reasonably arranging the production during different time periods, the new energy electricity with fluctuating characteristics can be maximally utilized. In terms of optimization, model based optimization frameworks and efficient mixed integer programming algorithms effectively search for the optimal investment configuration, optimize investment plans, improve overall project efficiency, and reduce green hydrogen production costs.

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引用本文

田蕴卿,甄志红,栾镇.应用混合整数规划算法分析可再生能源制氢项目的投资规划[J].计算机应用文摘,2024,40(22):57-59

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  • 在线发布日期: 2024-11-22
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