The frequent loss of tools and parts, particularly metallic ones, presents significant economic and operational challenges in industrial settings, such as automotive manufacturing. This thesis explores the development of a robust system for locating lost metallic objects using RFID technology. Building on prior work, this study aims to validate the performance of a new RFID-based localization system and develop an efficient localization algorithm that addresses limitations identified in the existing literature. The research involves simulating proposed solutions in simple scenarios, followed by the implementation and testing of the algorithm in real-world conditions. Experimental results will determine if this system outperforms commercial alternatives in terms of signal strength and reliability. The developed localization algorithm is expected to exhibit high accuracy and rapid response times, significantly improving the efficiency of finding lost metallic objects. This integrated system holds potential for substantial improvements in industrial operations, reducing downtime and associated costs.
The frequent loss of tools and parts, particularly metallic ones, presents significant economic and operational challenges in industrial settings, such as automotive manufacturing. This thesis explores the development of a robust system for locating lost metallic objects using RFID technology. Building on prior work, this study aims to validate the performance of a new RFID-based localization system and develop an efficient localization algorithm that addresses limitations identified in the existing literature. The research involves simulating proposed solutions in simple scenarios, followed by the implementation and testing of the algorithm in real-world conditions. Experimental results will determine if this system outperforms commercial alternatives in terms of signal strength and reliability. The developed localization algorithm is expected to exhibit high accuracy and rapid response times, significantly improving the efficiency of finding lost metallic objects. This integrated system holds potential for substantial improvements in industrial operations, reducing downtime and associated costs.
Localization of Metallic Lost tools by Using UHF RFID Systems
HAMROUNI, NAOURES ATIDEL
2023/2024
Abstract
The frequent loss of tools and parts, particularly metallic ones, presents significant economic and operational challenges in industrial settings, such as automotive manufacturing. This thesis explores the development of a robust system for locating lost metallic objects using RFID technology. Building on prior work, this study aims to validate the performance of a new RFID-based localization system and develop an efficient localization algorithm that addresses limitations identified in the existing literature. The research involves simulating proposed solutions in simple scenarios, followed by the implementation and testing of the algorithm in real-world conditions. Experimental results will determine if this system outperforms commercial alternatives in terms of signal strength and reliability. The developed localization algorithm is expected to exhibit high accuracy and rapid response times, significantly improving the efficiency of finding lost metallic objects. This integrated system holds potential for substantial improvements in industrial operations, reducing downtime and associated costs.File | Dimensione | Formato | |
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https://hdl.handle.net/20.500.12608/73481