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基于模糊逻辑的燃料电池与光伏供电电动车辆充电站在直流微电网运行中的能量管理方法
A Fuzzy Logic-Based Energy Management Approach for Fuel Cell and Photovoltaic Powered Electric Vehicle Charging Station in DC Microgrid Operations
| 作者 | Recep Çakmak · Gökay Bayrak · Mehmet Koç |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 充电桩 微电网 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 氢和电动汽车 充电站 模糊逻辑 能源管理系统 可持续高效解决方案 |
语言:
中文摘要
氢能汽车与电动汽车(EV)是有望重塑未来交通格局的两项关键技术。本文提出一种基于模糊逻辑的能量管理策略,用于集成燃料电池(FC)与光伏发电(PV)的电动汽车直流充电站,并针对并网与孤岛两种模式下的直流微电网运行进行系统设计与仿真。研究结果表明,所提出的模糊逻辑控制策略显著提升了光伏与燃料电池系统的能量利用效率与运行稳定性,为电动交通与氢能供能系统的可持续集成提供了高效解决方案。
English Abstract
Hydrogen and electric vehicles (EVs) stand out as two promising technologies with the potential to revolutionize the future of transportation. The adoption of hydrogen and EVs indicates a noteworthy shift in the transportation paradigm, offering the prospect of reshaping this sector. This paper introduces an energy management approach based on fuzzy logic for a charging station that combines fuel cell (FC) and photovoltaic (PV) to power electric vehicles (EVs). The study emphasizes developing and simulating a fuzzy logic-based energy management system tailored for DC microgrid operations, including on-grid and islanded microgrid schemes. The system is designed and simulated in a digital simulation environment. The findings indicate that the fuzzy logic approach significantly enhances the performance of PV and FC-based EV charging stations. This research contributes to developing sustainable and efficient solutions for integrating electric vehicles and hydrogen-powered supply systems.
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SunView 深度解读
该模糊逻辑能量管理技术对阳光电源光储充一体化解决方案具有重要应用价值。在产品层面,可直接应用于SG系列光伏逆变器与ST储能变流器的协同控制,优化充电桩产品的多能源调度策略。研究中的DC微电网架构与阳光电源1500V直流系统高度契合,模糊控制算法可增强PowerTitan储能系统在并网/离网模式切换时的稳定性。特别是FC-PV混合供电的能量管理逻辑,为阳光电源拓展氢能-光伏耦合充电站业务提供了控制策略参考,可集成至iSolarCloud平台实现智能化能量调度,提升多能互补系统的整体效率与可靠性。