在咖啡种植园使用响应表面方法 (RSM) 的光伏太阳能水的性能数据集
Nopparat Suriyachai1, Torpong Kreetachat1, Saksit Imman1
1School of Energy and Environment, University of Phayao Tambon Maeka, Amphur Muang, Phayao 56000, Thailand.
Data in brief
|February 2, 2026
概括
这项研究优化了泰国咖啡农场的太阳能水系统. 研究确定了最大限度的光伏效率的理想条件,为可再生能源应用提供了有价值的数据.
科学领域:
- 可再生能源系统可再生能源系统
- 农业工程 农业工程
- 光伏技术 光伏技术
背景情况:
- 以太阳能为动力的抽水对于农业灌至关重要,特别是在泰国北部等地区.
- 优化光伏 (PV) 系统性能需要了解环境因素的相互作用.
- 现有的研究往往缺乏对咖啡种植园的特定区域的实验验证数据.
研究的目的:
- 介绍泰国咖啡种植园中的太阳能光伏水系统性能的实验数据.
- 用响应表面方法识别最佳操作条件,以最大限度地提高系统效率.
- 为验证预测模型和指导类似系统的设计提供数据集.
主要方法:
- 使用响应表面方法 (RSM) 进行了15次的受控实验.
- 操纵的关键变量包括太阳辐射,面板倾斜和面板表面温度.
- 使用统计分析 (ANOVA,回归建模) 和可视化 (3D图) 来分析性能.
主要成果:
- 确定了最佳条件:太阳辐射量600W/m2,面板倾斜25°,面板表面温度45°C.
- 预测的最大光伏水效率在76.3%至77.0%之间.
- 该研究产生了详细的数据集,包括原始测量,回归系数和视觉图.
结论:
- 该数据集提供了在特定环境条件下对光伏水效率的高分辨率,验证信息.
- 这些发现直接适用于优化泰国北部咖啡种植地区的太阳能抽水.
- 这项研究是可再生能源系统设计和农业用水管理的宝贵参考.
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