低成本便携式高速数据记录

Colton Kerr, J. Rogers
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引用次数: 0

摘要

本研究描述了一种低成本的高速、便携和可配置的数据采集和记录设计。从飞行中的飞机上发射无人机会在飞机结构中产生短时间的、类似冲击的峰值应力。飞机上的测试环境需要便携式数据采集硬件系统。商业上可用的数据采集系统通常至少有一个缺点,即昂贵、不便携、速度不高或不可配置。这些缺点使得商用系统难以在飞行中的飞机等现场实验中使用。本研究描述了一种低成本(材料< 200美元)、便携(< 1kg)、具有单端高速模拟输入通道(20k采样/秒)、分辨率为12位的数据记录系统。所使用的微控制器是带有PIC32MZ2048EFG100微控制器的Digilent WiFire板。该微控制器使用Simulink编程,可在采样率,数据类型,通道数和分辨率上进行配置。使用开源的OpenLager设备将数据本地记录在SD卡上,该设备是由无人机赛车公司dRonin开发的,用于高速数据。数据记录是二进制格式的,由于OpenLager的限制,12位的值被记录为两个8位(上、下)字节。MATLAB脚本在后处理步骤中重新组装字节。通过同时记录一个事件,将原型的性能与商业数据记录系统进行了比较。采用锤击力冲击实验作为模拟飞机结构在类撞击事件中的应力。根据实验结果,对新系统和现有商业系统的使用提出了结论和建议。该实验旨在记录来自应变计-惠斯顿电桥-放大器系统的信号,但该原型是可配置的,可用于任何需要便携式记录采样率在20 kHz范围内的电压信号的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low-Cost Portable High-Speed Data Logging
This research describes a low-cost design for high-speed, portable, and configurable data acquisition and logging. Drone launch from in-flight aircraft produces short-duration, impactlike peak stresses in aircraft structure. Testing environments such as on aircraft require portable data acquisition hardware systems. Commercially available data acquisition systems typically have at least one drawback of being expensive, not portable, not high speed, or not configurable. These drawbacks make it difficult to use commercial systems in field experiments such as on aircraft in flight. This research describes a data logging system that is low-cost (materials < $200), portable (< 1kg), has one single-ended high-speed analog input channel (20k samples/second), and a resolution of 12 bits. The microcontroller used is a Digilent WiFire board with a microchip PIC32MZ2048EFG100 microcontroller. This microcontroller is programmed using Simulink and is configurable in its sample rate, data type, number of channels, and resolution. Data are logged locally on an SD card using an open-source OpenLager device that was developed by drone racing company dRonin for high-speed data. Data logging is in binary format, and the 12-bit value is logged as two 8-bit (upper and lower) bytes due to limitations of the OpenLager. A MATLAB script reassembles the bytes in a postprocessing step. Performance of the prototype is compared to commercial data logging systems by simultaneous logging of one event. A hammer strike force-impulse experiment is used as a proxy for the stresses in aircraft structure during impact-like events. Conclusions and recommendations on the use of the new system and existing commercial systems are made based on the results of the experiments. The experiment was designed to log signals from a strain gage-Wheatstone bridge-amplifier system, but the prototype is configurable and may be used in any applications that require portable logging of voltage signals with sample rates in the 20 kHz range.
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