建模和指标,以优化供应绿色气发电系统的可再生能源发电厂的尺寸
Mobin Naderi1, David A Stone2, Erica E F Ballantyne3
1School of Electrical and Electronic Engineering, University of Sheffield, Sheffield, UK. m.naderi@sheffield.ac.uk.
Scientific reports
|January 26, 2026
概括
本研究介绍了设计可再生气系统的灵活模型,优化组件尺寸,使用新的指标来优化绿色气生产的决策.
科学领域:
- 能源系统工程 能源系统工程
- 整合可再生能源的整合
- 技术是技术的一种技术.
背景情况:
- 设计可再生能源气生产和储存设施需要电力和气组件的综合模型.
- 现有的模型可能缺乏模块化和可用于各种可再生能源和储能系统的通用性.
研究的目的:
- 为可再生系统的长期分析和设计提供一个模块化,无案例研究的建模方法.
- 为系统组件的多目标优化提出一套全面的性能指标.
主要方法:
- 开发了一个统一的模块化建模框架,集成太阳能/风能,电池存储,备用电力和气系统模块.
- 引入了一套技术,经济和环境绩效指标,用于多目标优化.
- 用MATLAB/Simulink实现了模型和优化,用于英国一台1MW电解仪的案例研究.
主要成果:
- 通过模拟英国可再生气系统案例研究来验证模型的可靠性.
- 演示了模型分析功率配置文件,生产和的平衡成本的能力.
- 模块化方法允许对各种案例研究和系统配置进行概括和扩展.
结论:
- 拟议的模块化建模和多目标优化框架有效支持可再生系统的设计和评估.
- 通过考虑加权性能标准,使可再生能源发电厂设计人员能够做出明智的决策.
- 这些方法可以扩展到更复杂的场景,包括热电联合系统.
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