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面向低温环境的双电池便携式储能系统实用建模与运行优化
Practical modeling and operation optimization of dual-battery portable energy storage systems for low temperatures
| 作者 | Haohui Ding · Xi Lu · Qinran Hu · Zaijun Wu · Kai Hou |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 390 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | A novel portable energy storage system for low temperatures is designed and manufactured. |
语言:
中文摘要
摘要 在寒冷地区,低温和强降雪常常导致停电。这些地区对便携式储能系统(PESS)有很高的需求,以缓解断电带来的不利影响。然而,电池在低温下的效率会下降,且其容量会显著衰减。现有的离网电池热管理方法通常基于单一类型电池的使用,在极低温度(–30 ∘C)下可能因电池本身的局限性而失效。因此,本研究设计了一种适用于低温环境的双电池PESS(PESSLT),并制造了原型样机。所提出的PESSLT结合了电池热管理方法与混合储能方法,以在极低温条件下实现高充放电效率和低容量衰减。为实现对PESSLT的精确能量管理,本文建立了一种新颖的凸电池模型,该模型考虑了温度和功率对电池充放电效率的影响。此外,还构建了一个综合性的双电池PESSLT运行模型,该模型考虑了多领域约束条件。基于真实数据的仿真结果表明,在−30 ∘C条件下,采用加热器的常用LFP电池平均充放电效率仅为39%。此外,该方法存在四个主要缺陷:启动不稳定、容量快速退化、安全风险以及无法即时可用。所提出的双电池PESSLT尽管重量增加了24%,初始投资增加了72%,但实现了67%的平均充放电效率,解决了上述全部四项问题,并显著延长了使用寿命。
English Abstract
Abstract In cold regions, low temperatures and heavy snowfall often result in power outages . Portable energy storage systems (PESS) are in high demand in these areas to mitigate the adverse effects of power cuts. However, the efficiency of batteries deteriorates, and their capacity fades substantially at low temperatures. Existing off-grid battery thermal management methods are based on the use of a single type of battery, which may fail at extremely low temperatures (–30 ∘ C) due to battery limitations. Hence, in this study, a dual-battery PESS for low temperatures (PESSLT) is designed to address this issue, and a prototype is manufactured. The proposed PESSLT combines battery thermal management methods with hybrid energy storage methods to achieve a high charge–discharge efficiency and low capacity fading at extremely low temperatures. To achieve accurate energy management of PESSLT, a novel convex battery model considering temperature and power effects on battery charge–discharge efficiency is developed. Additionally, a comprehensive operational model of a dual-battery PESSLT that considers multiple domain constraints is formulated. Simulations based on real data show that at −30 ∘ C, commonly used LFP batteries with heaters can only achieve an average charge–discharge efficiency of 39 %. In addition, this approach suffers from four major drawbacks: unstable startup, rapid capacity degradation, safety risks, and lack of immediate usability. The proposed dual-battery PESSLT, despite a 24 % increase in weight and a 72 % increase in initial investment, achieves an average charge–discharge efficiency of 67 %, addressing all four issues and significantly extending the service life.
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SunView 深度解读
该双电池低温储能技术对阳光电源PowerTitan及ST系列储能系统在高寒地区应用具有重要参考价值。研究提出的温度-功率耦合电池模型可优化我司PCS的BMS协同控制策略,提升-30°C极端工况下充放电效率从39%至67%。双电池混合配置思路可应用于户外储能柜及移动储能产品,结合iSolarCloud平台实现温度自适应能量管理。建议在PowerTitan 2.0液冷系统中集成LFP+高低温混合电池方案,拓展东北、西北及海外高寒市场,同时为充电桩冬季运维提供技术储备。