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Low-Power IMU System for Attitude Estimation-Based Plastic Greenhouse Foundation Uplift Monitoring.
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.
A new wireless monitoring system uses low-cost sensors to detect potential failures in plastic greenhouse foundations, preventing wind damage. This structural health monitoring (SHM) system offers a cost-effective solution for protecting agricultural infrastructure.
Area of Science:
- Agricultural Engineering
- Structural Engineering
- Sensor Technology
Background:
- Plastic greenhouses are vital in East Asia but vulnerable to wind uplift failures.
- Structural and economic losses are significant due to these failures.
Purpose of the Study:
- Develop a low-power, low-cost wireless monitoring system for greenhouse foundations.
- Apply structural health monitoring (SHM) principles to prevent wind-induced failures.
Main Methods:
- Integrated MEMS-based IMUs, LoRa modules, and microSD for sensor nodes.
- Utilized a gateway for IP network alert transmission.
- Conducted uplift tests on steel-pipe foundations and compared sensor performance with commercial IMUs.
Main Results:
- Achieved comparable attitude estimation accuracy to commercial IMUs despite a 30-fold cost difference.
- Demonstrated low power consumption, enabling long-term battery or solar-powered operation.
- Validated the system's anomaly detection performance.
Conclusions:
- Low-cost IMUs are suitable for real-time structural monitoring of lightweight greenhouse foundations.
- The developed system is feasible for long-term, cost-effective structural health monitoring.
- The system provides a practical solution to mitigate wind-induced failures in plastic greenhouses.
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