用不到700美元打造低成本无人机振动测试数据采集系统
Affordable Data Collection System for UAVs Taxi Vibration Testing
- 用树莓派+多个惯性传感器构建分布式数据采集架构
- 采样率稳定在208Hz,PSD谱分析结果可重复
- 适合预算有限的高校或小型团队做结构振动测试
结构振动测试在航空航天工程中对评估动态特性、确保可靠性和验证结构完整性至关重要。此类测试依赖于精确可靠的数采系统(DAQ)来获取高质量加速度数据。然而,具备所需性能和功能的商用数采系统通常价格昂贵且复杂,限制了其在小规模研究与实验中的应用。本文设计并实验验证了一种自研的低成本加速度数采系统,通过多次滑行振动测试(TVT)和环境振动测量,在小型固定翼无人机上进行了测试。该系统采用多个OrangePi 3 LTS单板计算机,配合多颗LSM6DS3TR-C MEMS惯性测量单元,通过I2C接口同步工作,基于Python实现主从架构管理。数据以约208 Hz的稳定采样率采集,并使用Welch法进行功率谱密度(PSD)估计。结果表明,系统可在相同测试条件下提供一致的多传感器加速度数据和可重复的PSD曲线,验证了其可靠性。整套硬件成本低于600欧元(约690美元),为航空航天振动分析与结构测试提供了紧凑、可扩展且经济高效的替代方案。
原文摘要 · Abstract (English)
Structural vibration testing plays a key role in aerospace engineering for evaluating dynamic behaviour, ensuring reliability and verifying structural integrity. These tests rely on accurate and robust data acquisition systems (DAQ) to capture high-quality acceleration data. However, commercial DAQs that provide the required performance and features are often expensive and complex, limiting their accessibility for small-scale research and experimental applications. This work presents the design and experimental validation of an affordable and in-house-developed acceleration DAQ, tested on a small fixed-wing UAV through several Taxi Vibration Test (TVT) runs and ambient vibration measurements. The proposed system integrates several OrangePi 3 LTS single-board computers with multiple LSM6DS3TR-C MEMS inertial measurement units operating simultaneously via an Inter-Integrated Circuit (I2C) communication interface, managed under a Python-based master/slave architecture. Data is acquired at a stable sampling rate of approximately 208 Hz and post-processed using Welch's method to estimate their Power Spectral Density (PSD). Results confirm the system ability to provide consistent multi-sensor acceleration data and repeatable PSD profiles under the same test conditions; thus, demonstrating its reliability. With a total hardware cost below 600 EUR (approximately 690 USD), the developed DAQ offers a compact, scalable and cost-effective alternative for aerospace vibration analysis and structural testing.
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