模糊逻辑控制算法的实施用于Robusta旋转干燥机咖啡豆干燥机中的温度控制
Nihayatun Nafisah1, Ika Noer Syamsiana1, Ratna Ika Putri1
1Department of Electrical Engineering, State Polytechnic of Malang, Malang, 65141, Indonesia.
MethodsX
|February 7, 2024
概括
这项研究开发了一种模糊逻辑咖啡豆干燥器,以实现最佳的水分含量,提高印尼咖啡生产者的质量和效率. 创新的干燥机可确保恒定的温度和干燥速度,符合国际标准.
科学领域:
- 农业工程 农业工程
- 食品科学与技术 食品科学与技术
- 控制系统 控制系统
背景情况:
- 印度尼西亚在咖啡豆供应方面在全球排名第三,需要保持质量以保持市场竞争力.
- 保持绿色咖啡豆的最佳水分含量对于保持质量至关重要.
- 传统的干燥方法由于天气依赖性和长时间的干燥时间而面临局限性.
研究的目的:
- 设计和评估一个创新的咖啡豆干燥机,使用模糊逻辑控制.
- 克服传统干燥方法在时间和天气依赖性方面的局限性.
- 确保绿色咖啡豆达到标准水分含量12%.
主要方法:
- 实现Mamdani的模糊逻辑控制算法用于温度调节.
- 利用输入和三角误差与百分比的门开放输出进行精确的控制.
- 将咖啡豆质量变化纳入干燥时间估计.
主要成果:
- 达到12%的目标水分含量,符合印尼国家标准 (SNI).
- 达到每公斤咖啡豆0.00015%/s的持续干燥速度.
- 保持50°C的稳定干燥温度,具有高效率.
结论:
- 基于模糊逻辑的干燥机在90-195分钟内成功将罗布斯塔咖啡豆干燥到12%的水分含量.
- 该系统在50°C时证明了有效干燥,容量从1公斤到10公斤不等.
- 这项技术提供了一种可行的解决方案,用于在收获后加工过程中一致,高品质的咖啡豆干燥.
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