低功率IMU系统用于基于态度估计的塑料温室基础升高监测
Gunhui Park1, Junghwa Park1, Eunji Jung1
1Department of Bio-Industrial Machinery Engineering, College of Natural Resources and Life Science, Pusan National University, Miryang 50463, Republic of Korea.
Sensors (Basel, Switzerland)
|November 27, 2025
概括
一个新的无线监控系统使用低成本的传感器来检测塑料温室基础中的潜在故障,防止风力损害. 这种结构健康监测 (SHM) 系统为保护农业基础设施提供了具有成本效益的解决方案.
科学领域:
- 农业工程 农业工程
- 结构工程 结构工程
- 传感器技术 传感器技术
背景情况:
- 塑料温室在东亚至关重要,但易受风力提升器故障的影响.
- 由于这些失败,结构和经济损失是显著的.
研究的目的:
- 开发一个低功耗,低成本的温室基础无线监控系统.
- 应用结构健康监测 (SHM) 原则,以防止风引起的故障.
主要方法:
- 集成的基于MEMS的IMU,LoRa模块和传感器节点的microSD.
- 使用一个网关来传输IP网络警报.
- 在钢管基础上进行了升降测试,并将传感器性能与商业IMU进行了比较.
主要成果:
- 尽管成本差异是30倍,但实现了与商业IMU相比的态度估计准确度.
- 经过证明的低功耗,可长期使用电池或太阳能供电.
- 验证了系统的异常检测性能.
结论:
- 低成本的IMU适用于轻量级温室基础的实时结构监测.
- 开发的系统可用于长期的,具有成本效益的结构性健康监测.
- 该系统提供了一种实际的解决方案,以减轻塑料温室中风引起的故障.
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