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新型太阳能驱动的相变材料与干燥剂系统结合的旋转干燥机性能及生命周期评估
Performance and LCA evaluation of a new designed solar powered rotary dryer with phase change material and desiccant system
| 作者 | Allan Matapou · Hadi Samimi-Akhijahan · Samira Zaree |
| 期刊 | Solar Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 300 卷 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 SiC器件 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 | Fuzzy logic method used to obtain proper relationship between various parameters affect the drying process. |
语言:
中文摘要
摘要 本研究介绍了结合相变材料(PCM)和带有干燥剂的空气循环机制的创新太阳能旋转干燥机的开发与分析。本文旨在通过考虑旋转式太阳能干燥机中传热传质区域内的气流分布均匀性,确定干燥过程中各参数的最优条件。研究评估了旋转式太阳能干燥系统在三个水平下的气流速度与转鼓转速性能,以及配备和未配备相变材料的热能储存系统(TES)的表现。试验中考虑了三种气流速率(2.5、3.5 和 4.5 m/s)和三种转鼓转速(0.1、0.3 和 0.5 rpm)。采用自适应神经模糊推理模型来建模系统输入与输出变量之间的关系,并获取最优运行条件。同时采用Sugeno型模糊推理模型,基于输入-输出数据集生成多种模糊规则,以加快分析过程。结果表明,所提出的模糊模型能够以较高精度预测该干燥机的性能(均方根误差RMSE < 0.0134,决定系数R² > 0.9)。此外,使用ReCipe-2016方法进行了生命周期评估(LCA),以调查并量化葡萄样品干燥过程中不同环境参数和材料对环境的影响。采用相变材料和空气循环机制以提升所设计旋转脱水系统的性能。LCA影响分析结果表明,相较于使用电能驱动旋转干燥机的系统,采用相变材料可使环境污染物排放至少减少9.7%,最多减少21.25%。综合研究结果可以认为,所提出的系统可作为农业应用领域中一种可持续且可扩展的解决方案。
English Abstract
Abstract This study introduces the development and analysis of an innovative solar rotary dryer assisted with phase change materials (PCM) and air recycling mechanism with desiccant materials. The aim purpose of this paper is to find the optimal conditions for the parameters during the drying process by considering the uniformity of the airflow distribution in the h e a t a n d m a s s t r a n s f e r zone in the rotary solar dryer. The performance of the rotary solar dryer system for airflow velocity and rotation speed at three levels and the thermal storage system (TES) with and without PCM. Three levels of airflow rate (2.5,3.5 and 4.5 m/s) and drum rotational speec (0.1, 0.3 and 0.5 rpm) were considered for the test. An a d a p t i i v e n e u r o - f u z z y model used to model the relationships between the input and output variables of the system and to obtain the optimal conditions. A S u g n o - t y p e f u z z y i n f e r e n c e model used to generate various fuzzy rules defined from the input- o u t p u t d a t a - s e t to make the analysis process faster. The results showed that the proposed fuzzy model can predict the performance of the proposed dryer with higher accuracy (RMSE < 0.0134, R 2 > 0.9). In addition, life cycle assessment was conducted using ReCipe-2016 to investigate and quantify the effect of different environmental parameters and materials during drying process of grape samples. PCM and recycling mechanism are used to enhance the performance of the designed rotary dewatering system. In addition, the LCA impact findings showed that the use of PCM leads to a reduction in environmental pollutant emissions of at least 9.7 % and at least 21.25 % relative to the system that uses electrical energy to feed the rotary dryer. By considering the findings, it can be stated that the proposed system can be used as a sustainable and scalable solution for agricultural applications.
S
SunView 深度解读
该太阳能干燥系统集成PCM储能技术与阳光电源ST系列储能变流器应用场景高度契合。研究验证的相变储能可降低9.7%环境排放,为我司PowerTitan储能系统在农业光伏场景提供技术参考。其自适应模糊控制算法可借鉴至SG逆变器MPPT优化策略,提升变工况适应性。建议将该分布式能源管理理念融入iSolarCloud平台,拓展农业光伏+储能一体化解决方案,推动乡村能源转型市场。