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首页> 外文期刊>Sensors >Towards the Development of a Low Cost Airborne Sensing System to Monitor Dust Particles after Blasting at Open-Pit Mine Sites
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Towards the Development of a Low Cost Airborne Sensing System to Monitor Dust Particles after Blasting at Open-Pit Mine Sites

机译:致力于开发低成本机载传感系统,以监控露天矿场爆破后的尘埃颗粒

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Blasting is an integral part of large-scale open cut mining that often occurs in close proximity to population centers and often results in the emission of particulate material and gases potentially hazardous to health. Current air quality monitoring methods rely on limited numbers of fixed sampling locations to validate a complex fluid environment and collect sufficient data to confirm model effectiveness. This paper describes the development of a methodology to address the need of a more precise approach that is capable of characterizing blasting plumes in near-real time. The integration of the system required the modification and integration of an opto-electrical dust sensor, SHARP GP2Y10, into a small fixed-wing and multi-rotor copter, resulting in the collection of data streamed during flight. The paper also describes the calibration of the optical sensor with an industry grade dust-monitoring device, Dusttrak 8520, demonstrating a high correlation between them, with correlation coefficients (R2) greater than 0.9. The laboratory and field tests demonstrate the feasibility of coupling the sensor with the UAVs. However, further work must be done in the areas of sensor selection and calibration as well as flight planning.
机译:爆破是大规模露天开采必不可少的一部分,露天开采经常发生在人口中心附近,并经常导致散发可能危害健康的颗粒物质和气体。当前的空气质量监测方法依靠有限数量的固定采样位置来验证复杂的流体环境并收集足够的数据以确认模型的有效性。本文介绍了一种方法的开发,以解决需要更精确的方法的需求,该方法应能够近实时地表征喷丸。系统的集成需要将光电灰尘传感器SHARP GP2Y10修改并集成到小型固定翼和多旋翼直升机中,从而收集飞行过程中的数据流。本文还介绍了使用工业级粉尘监测设备Dusttrak 8520校准光学传感器的过程,证明了它们之间的高度相关性,相关系数(R 2 )大于0.9。实验室和现场测试证明了将传感器与无人机相结合的可行性。但是,必须在传感器的选择和校准以及飞行计划方面做进一步的工作。

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