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★ 4.0
构建绿色韧性电力网络与供应链:在扰动背景下整合可再生能源与传统能源
Developing a green-resilient power network and supply chain: Integrating renewable and traditional energy sources in the face of disruptions
| 作者 | Mohammad Yavari · Iman Mohammadi Bohreghi |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 377 卷 |
| 技术分类 | 电动汽车驱动 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | Designing resilient integrated grids with uncertain renewable and traditional generation. |
语言:
中文摘要
摘要 在扰动事件频发的背景下,具备韧性且可持续的电力网络对于供应链的运行至关重要。将可再生能源电网与现有基础设施相整合能够带来显著效益。此外,由于电力网络与供应链之间存在相互影响,二者的一体化设计具有积极意义。本研究聚焦于设计一种集成了可再生能源的综合电力网络,同时强化传统电力基础设施。研究探讨了该集成模式对经济与环境目标的影响、在应对扰动方面的有效性,以及建立可再生电力网络的最佳时机对网络设计决策的作用。为此,本文构建了一个双目标鲁棒优化模型,用于设计绿色韧性供应链,模型考虑了电力系统中断、可再生能源供应的不确定性以及风险缓解策略。鉴于该问题固有的计算复杂性,提出了一种启发式求解方法。所提出的模型与求解方法应用于伊朗一家乳制品公司及其所在区域的电力网络。结果表明,在不同水平的可再生能源扰动下,集成了可再生能源并实施强化措施的综合网络表现最为有效,而缺乏韧性的网络则导致最高成本。仅通过整合可再生能源即可降低成本13%,而将其与其他策略结合则可实现22%的成本节约。尽管单独实施基础设施强化对减排效果不显著,但结合强化措施与可再生能源的韧性网络分别使碳排放和未满足需求降低了28.5%和33.4%。在扰动发生期间,优先发展可再生能源至关重要,及早整合有助于提升网络的整体韧性。
English Abstract
Abstract In the presence of increasing rates of disruptions, resilient and sustainable power networks are crucial for the performance of supply chains . Integrating renewable power grid with existing infrastructure can yield substantial benefits. Furthermore, the integrated design of the power network and supply chain is beneficial due to their mutual impact. This research focuses on designing an integrated power grid that incorporates renewable energy sources while fortifying traditional power infrastructure. The study investigates the impact on economic and environmental objectives, effectiveness in managing disruptions, and optimal timing for establishing renewable power networks on network design decisions. To this end, a bi-objective robust model is developed to design a green-resilient supply chain, considering power system disruptions, uncertainty in renewable energy supply and risk mitigation strategies . Given the inherent computational complexity of the problem, a heuristics method is presented. The proposed model and solution method are conducted in an Iranian dairy company and power network. Results revealed that across different perturbation levels of renewable energies, the integrated networks with renewable energies and fortification were found to be the most effective while non-resilient networks incurred the highest cost. The integration of renewable energy alone reduced costs by 13 %, and combining it with other strategies resulted in a 22 % cost benefit . While, fortification alone did not significantly reduce emissions, but the resilient network with fortification and renewable energies reduced emissions and unmet demand by 28.5 % and 33.4 %, respectively. Prioritizing renewable energy development is crucial during disruptions, and early integration improves network resilience.
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SunView 深度解读
该研究对阳光电源构建绿色韧性电网具有重要指导意义。研究验证了可再生能源集成可降低13%成本,结合储能策略可达22%效益,与我司ST系列储能变流器和PowerTitan系统的应用场景高度契合。双目标鲁棒优化模型可应用于iSolarCloud平台的智能调度算法,提升电网扰动下的供应链韧性。研究强调早期集成可再生能源的重要性,为我司SG系列光伏逆变器与储能系统的协同配置提供理论支撑,特别在乳制品等工业供应链的源网荷储一体化解决方案中具有实践价值。