高光照型植物生长箱温度场CFD模拟及均匀性优化研究

    A study on CFD simulation and temperature field uniformity optimization for a high-light-intensity plant growth chamber

    • 摘要:
      目的 植物生长箱作为农业研究与环境生态评估的关键设备,需实现光照、温度等环境因素的精准控制。然而,为了模拟实际自然光照条件,高光照型植物生长箱引入的大功率光源产生的热量严重影响了箱内温度的稳定性和分布均匀性。为此,本研究旨在基于计算流体力学(Computational fluid dynamics, CFD)技术,系统探究箱体结构及工作参数对温度场的影响机制,并寻求最优的参数组合以实现高光强下的温度均匀性控制。
      方法 首先构建了包含高功率LED光源的植物生长箱物理模型,并基于ANSYS Workbench平台建立了CFD数值模拟模型。研究采用了标准k−ε湍流模型与高斯热源模型来精确描述箱内的气流流动与光源散热特性。通过加工实物样机进行温控实验,将实测数据与仿真结果对比,验证了模型的可靠性。在此基础上,设计了128种参数组合方案,筛选出13种代表性方案进行定性分析,并进一步对进风角度、结构层数、进风温度、进风风速及内循环风速等关键参数进行精细化遍历仿真。引入了包含温度与风速均值及标准差的综合分布指标,结合权重敏感性分析,定量评估并确定了最佳工作参数组合。
      结果 模型验证结果表明,仿真与实验的温度分布特性高度一致,证明了CFD模型的准确性。参数优化结果显示:进风角度方面,水平进风相比上下倾斜进风能更有效地优化气流流道;结构与热负荷方面,多层结构因热负荷增加导致散热压力增大,相较于单层结构需要更高的进风速度;温度调控机制方面,进风温度主要决定箱内整体温度高低,对温度场的均匀性影响可忽略;最优参数组合方面,单层结构在进风风速为3 m/s且不开启内循环时效果最佳;双层结构则需激活内循环系统,其最优组合为进风风速3.5 m/s与内循环风速1 m/s。该组合下,即使在光源热负荷显著增加的条件下,箱内仍能维持良好的温度场均匀性。
      结论 本研究为高光照型植物生长箱的研制提供了理论基础和技术指导。

       

      Abstract:
      Objective As a key device in agricultural research and environmental ecological assessment, plant growth chambers need to precisely control environmental factors such as light and temperature. However, the high-power light sources introduced in high-light-intensity plant growth chambers significantly affect the stability and uniformity of the temperature inside the chamber due to the heat they generate. Therefore, this study aims to systematically explore the influence mechanism of chamber structure and working parameters on the temperature field based on computational fluid dynamics (CFD) technology, and to seek the optimal parameter combination to achieve uniform temperature control under high light intensity.
      Method Firstly, a physical model of the plant growth chamber with high-power LED light sources was constructed, and a CFD numerical simulation model was established based on the ANSYS Workbench platform. The standard k-ε turbulence model and Gaussian heat source model were adopted to accurately describe the airflow and heat dissipation characteristics of the light sources inside the chamber. Through temperature control experiments on a physical prototype, the reliability of the model was verified by comparing the measured data with the simulation results. On this basis, 128 parameter combination schemes were designed, and 13 representative schemes were selected for qualitative analysis. Further, fine-grained traversal simulation were conducted on key parameters such as the air inlet angle, number of structural layers, air inlet temperature, air inlet velocity, and internal circulation velocity. A comprehensive distribution index including the mean and standard deviation of temperature and wind speed was introduced, and combined with weight sensitivity analysis, the optimal working parameter combination was quantitatively evaluated and determined.
      Result The model validation results showed that the temperature distribution characteristics of the simulation and experiments were highly consistent, proving the accuracy of the CFD model. The parameter optimization results indicated that in terms of the air inlet angle, horizontal air inlet was more effective in optimizing the airflow path than upward or downward inclined air inlets. Regarding structure and heat load, multi-layer structures had increased heat dissipation pressure due to higher heat load and required higher air inlet velocity compared to single-layer structures. In terms of temperature control mechanism, the air inlet temperature mainly determined the overall temperature inside the chamber, and its impact on the uniformity of the temperature field was negligible. The optimal parameter combination was that a single-layer structure performed best with an air inlet velocity of 3 m/s and no internal circulation. For a double-layer structure, internal circulation needed to be activated, and the optimal combination was an air inlet velocity of 3.5 m/s and an internal circulation velocity of 1 m/s. Under this combination, even with a significant increase in the heat load of the light sources, the chamber could still maintain a good uniformity of the temperature field.
      Conclusion This study provides a theoretical basis and technical guidance for the development of high-light-intensity plant growth chambers.

       

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