实时复制冷链条件,使用可控的皮尔蒂尔基气候系统
Javier M Garrido-López1, Alfonso P Ramallo-González1, Manuel Jiménez-Buendía1
1Department of Automation, Electrical Engineering and Electronic Technology, ETSII, Universidad Politécnica de Cartagena (UPCT), European University of Technology, 30202 Cartagena, Spain.
Sensors (Basel, Switzerland)
|November 13, 2025
概括
一个新的便携式气候室准确地复制了冷链温度历史,这对于食品质量测试至关重要. 该系统通过提供可靠的实验室条件,提高了保质期研究,减少了食物浪费.
科学领域:
- 食品科学与技术 食品科学与技术
- 工程 工程师 工程师 工程师
- 控制系统 控制系统
背景情况:
- 冷藏运输期间的温度波动会影响食品的质量和保质期.
- 在实验室环境中复制现实的冷链温度概况在技术上是困难的.
研究的目的:
- 开发一个紧的,便携式的气候室,能够高保真地复制真正的冷藏卡车温度历史.
- 为冷链实验和预测建模创建一个可靠的平台.
主要方法:
- 使用了佩尔蒂埃模块和一个以识别为导向的控制架构,配有级联PID调节器.
- 实施了先进的控制策略,包括衍生过,反倒闭,史密斯预测器和基于hysteresis的切换.
- 集成分布式传感器用于实时温度和湿度反.
主要成果:
- 在复制长期 (36天) 温度痕迹时,以最小的误差 (MAE0.19 °C,RMSE0.33 °C) 实现了高精度.
- 与传统的控制方法相比,证明了优越的过渡和稳定状态性能.
- 在不影响控制性能的情况下,表现出对湿度变化的耐受性.
结论:
- 开发的便携式气候室作为冷链研究的可复制物理双胞胎.
- 允许准确的数据生成用于训练预测性保质期和数字双胞胎模型.
- 通过改善质量评估和供应链管理,有助于减少食品浪费.
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