000			03282nam a22003257a 4500
003			OSt
005			20250717091733.0
008			250717b |||||||| |||| 00| 0 eng d
040			_aTUPM _bEnglish _cTUPM _dTUPM _erda
050			_aBTH TK 870 _bB67 2025
100			_aBoston, Shaina Mae T. _eauthor
245			_aMan-in-sync: _bsmart inventory management integrating web application and loss prevention system for room equipments utilizing rf technology and machine learning with image processing via esp32 microcontrollers/ _cShaina Mae T. Boston, Bryan O’neil V. Cano, Ronald Alan Ii P. Custodio, John Andrei N. Lascano, and John Angelo D. Schroeder.--
260			_aManila: _bTechnological University of the Philippines, _c2025.
300			_a211pages: _c29cm.
336			_2rdacontent
337			_2rdamedia
338			_2rdacarrier
500			_aBachelor's thesis
502			_aCollege Of Engineering.-- _b Bachelor of science in electronics engineering: _cTechnological University of the Philippines, _d2025.
504			_aIncludes bibliographic references and index.
520			_aWith the aim of fulfilling the rising need for accurate, efficient, and secure tracking of institutional assets, especially low-value assets which are usually overlooked in traditional inventory methods, presenting MAN-IN-SYNC, an intelligent system for inventory management. The system integrates Ultra-High Frequency (UHF) Radio- Frequency Identification (RFID), Internet of Things (IoT) technologies, and machine learning-based computer vision. MAN-IN-SYNC relies on UHF RFID readers and an onboard microcontroller for tracking assets accurately and also utilizes the YOLOv8 object detection algorithm to aid in smart video tracking and spotting unusual activity. The system includes a web dashboard that allows users to interactively monitor the real- time movement of items, sends automatic alerts for lost or unaccounted items, and provides an intuitive interface for administrators, to yield enhanced real-time monitoring and informed decision-making. Proactive management of room equipment over multiple locations is facilitated through the web portal's support for time-stamped updates, full log views, as well as notification summaries. The system was deployed and pilot tested in several ECE rooms at the Technological University of the Philippines in Manila, resulting in a significant reduction in asset loss incidents by 86.4% and improved inventory accuracy by 98% in comparison with the traditional method gaining 90%. The system streamlined operations by minimizing manual tasks and unnecessary procedures. It adheres to industry standards, aligning with ISO 55001 for asset management optimization and ISO/IEC 27001 for information security. MAN-IN-SYNC's successful development and deployment showcase its potential as an extensible and sustainable solution for modern-day institutional and academic stock issues.
650			_aAsset tracking
650			_aInventory management
650			_aUHF RFID
700			_aCano, Bryan O’neil V. _eauthor
700			_aCustodio, Ronald Alan Ii P. _eauthor
700			_aLascano, John Andrei N. _eauthor
700			_aSchroeder, John Angelo D. _eauthor
942			_2lcc _cBTH COE _n0
999			_c30429 _d30429