精品文档---下载后可任意编辑面对自动化分拣过程的 RFID 数据采集与监控系统的开题报告摘要随着物流行业的迅速进展，大规模分拣中心的建设已成为必定趋势。在分拣过程中，数据采集和监控系统的作用越来越重要。因此本文提出了一种面对自动化分拣过程的 RFID 数据采集与监控系统，旨在提高分拣效率和减少人工成本。本系统采纳 RFID 技术进行货物追踪和识别，利用传感器、PLC 等设备对物流过程进行监控，并将采集的数据通过网络随时传输至中央控制系统。同时，系统还利用数据挖掘和分析算法对采集的数据进行处理，实现对分拣过程的实时监测、异常预警和数据分析。为验证系统的有效性，设计了实验平台，并进行了实验验证。实验结果表明，本系统能够实现实时数据采集和监控，提高分拣效率，减少人工成本，达到了预期的效果。由此可以看出，本文提出的面对自动化分拣过程的 RFID 数据采集与监控系统是一种有效的自动化物流解决方案，具有宽阔的应用前景和讨论价值。关键词：RFID；数据采集；监控系统；分拣过程；自动化物流AbstractWith the rapid development of the logistics industry, the construction of large-scale sorting centers has become an inevitable trend. In the sorting process, the role of data acquisition and monitoring systems is becoming more and more important. Therefore, this paper proposes an RFID data acquisition and monitoring system for the automation sorting process, which aims to improve sorting efficiency and reduce labor costs.This system uses RFID technology for cargo tracking and identification, uses sensors, PLCs and other equipment to monitor logistics processes, and transmits the collected data to the central control system through the network at any time. At the same time, the system also uses data mining and analysis algorithms to process the collected data and achieve real-time 精品文档---下载后可任意编辑monitoring, anomaly warning, and data analysis of the sorting process.To verify the effectiveness of the system, a test platform was designed and experimental verification was performed. The experimental results show that the system can achieve real-time data acquisition and monitoring, improve sorting efficiency, and reduce labor costs, achieving the expected results.Therefore, it can be seen that the RFID data acquisition and monitoring system proposed in this paper for the automation sorting process is an effective automated logistics solution with broad application prospects and research value.Keywords: RFID; data acquisition; monitoring system; sorting process; automated logistics.
