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Potentials of Bluetooth Low Energy Beacons for order tracing in single and small batch production

机译:蓝牙低能信标在单一和小型批量生产中进行序列追踪的潜力

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The quality of production planning and control in production companies largely depends on the accuracy of the database regarding the status quo of the production process, as well as the time required for each production step. Especially in single and small batch production, it is difficult to create a reliable database due to the large product spectrum and the variation in the production process. For this reason, this paper examines the potential of Bluetooth Low Energy (BLE) Beacons to create a low-cost real-time locating system (RTLS). In comparison to other existing RTLS solutions like RFID, BLE stands out through very low hardware costs and a high compatibility to almost every mobile device. Through a signal strength based approach in combination with probabilistic neural networks, the RTLS has been able to achieve a positioning accuracy with a mean absolute error of up to 0,74?m in an industry-like environment.
机译:生产企业生产规划和控制的质量主要取决于数据库的准确性,了解生产过程的现状,以及每个生产步骤所需的时间。特别是在单一和小的批量生产中,由于大量产品谱和生产过程的变化,难以创建可靠的数据库。因此,本文介绍了蓝牙低能(BLE)信标的潜力,以创建低成本的实时定位系统(RTL)。与RFID等其他现有RTLS解决方案相比,BLE通过非常低的硬件成本和几乎每个移动设备的高兼容性脱颖而出。通过基于信号强度的方法与概率神经网络的组合,RTL已经能够在行业环境中实现具有平均绝对误差的定位精度,其在类似的行业环境中高达0,74Ωm。

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