Bhuian, Mohammed Belal HossainRasheduzzaman, MirzaRahman, Md. MosaddequrShowrov, Farhan NoorHaque, Mohammad AsifulMahmud, KhaleedJonayed, Khondaker Labib Al2025-06-252025-06-2520252025-05ID 20321037ID 20121037ID 20221038ID 20321002http://hdl.handle.net/10361/26370Cataloged from PDF version of final year design project.Includes bibliographical references (page 80).This final year design project is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2025.The objective of this research is to implement a system that tracks and analyzes real-time events to improve the performance and reliability of circular knitting machines in shirt, legging and sportswear production. These technological advances have not replaced the need for manual inspections. This leads to problems that go unnoticed, sudden breakdowns and lost production. By using temperature, RPM, current, voltage, humidity, airflow and lubrication sensors, the proposed system utilizes predictions to identify potential problems early on. Besides, being able to observe systems remotely will make it easier to oversee everything and make quicker data-based decisions. To be one step further to predictive maintenance from conventional approach in order to enhance the machine reliability, to keep the constant fabric quality, as well as to promote more ecological manufacturing of the garment products. This is an innovation that should improve efficiency and competitiveness in the textile industry, particularly in the large market of ready-made garments such as that in Bangladesh.99 pagesenBRAC University project reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission.Circular knitting machinePerformance monitoringPredictive maintenanceReal-time data trackingSensor-based monitoringRemote monitoringTextile manufacturingMachine reliabilityMachine knitting.Evaluation research (Social action programs)--Bangladesh.Real-time data processing.Textile industry--Bangladesh.Project Report