Development of a Smart Monitoring System for Bottle Breakage Detection in Production Lines

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dc.contributor.advisorTorres Batista, Nelliud D.
dc.contributor.authorRivera Torres, Hirbert R.
dc.date.accessioned2026-08-18T14:19:36Z
dc.date.issued2026
dc.descriptionDesign Project Article for the Graduate Programs at the Polytechnic University of Puerto Rico. Includes a graduate project poster summarizing the research through concise text and visuals derived from the same study.
dc.description.abstractThis project presents the development of a smart monitoring system for bottle breakage in production lines. The system aims to improve operational efficiency by analyzing production data and detecting abnormal breakage patterns. The proposed solution integrates data analytics and statistical methods to monitor breakage rates, generate alerts, and support maintenance decisions. Additionally, the system incorporates location-based thresholds to provide flexible and scalable monitoring across different production areas. By transforming raw production data into actionable insights, the system enables real-time monitoring and enhances decision-making processes in manufacturing environments. This work is aligned with Industry 4.0 principles, promoting the use of intelligent and data-driven systems to optimize industrial operations.
dc.identifier.citationRivera Torres, H. R. (2026). Development of a Smart Monitoring System for Bottle Breakage Detection in Production Lines [Graduate project poster]. Graduate School, Polytechnic University of Puerto Rico. Puerto Rico Cloud Repository (PRCR). https://hdl.handle.net/20.500.12475/3416
dc.identifier.urihttps://hdl.handle.net/20.500.12475/3416
dc.language.isoen
dc.publisherPolytechnic University of Puerto Rico
dc.relation.haspartGraduate project poster derived from the article (PUPR_CEAH_SJU_SP26_MCPE_Hirbert Rivera_Poster.pdf).
dc.relation.ispartofArchivo Histórico de la Universidad Politécnica: Fondo Documental y Fotográfico
dc.relation.ispartofseriesSerie: San Juan Campus Records
dc.relation.ispartofseriesVice Presidency of Innovation in Academic Affairs
dc.relation.ispartofseriesGraduate School
dc.relation.ispartofseriesComputer Engineering Program
dc.relation.ispartofseriesSpring-2026
dc.rights.holderPolytechnic University of Puerto Rico, Graduate School
dc.rights.licenseAll rights reserved
dc.sourceUniversidad Politécnica de Puerto Rico. Biblioteca. Colecciones Especiales y Archivo Histórico
dc.subjectAnomaly Detection
dc.subjectBottle Breakage Detection
dc.subjectIndustry 4.0
dc.subjectPredictive Maintenance
dc.subjectSmart Monitoring System
dc.subject.otherPolytechnic University of Puerto Rico--Graduate students--Posters
dc.subject.otherPolytechnic University of Puerto Rico--Graduate students--Research
dc.subject.otherPolytechnic University of Puerto Rico--Subject headings--Unassigned
dc.titleDevelopment of a Smart Monitoring System for Bottle Breakage Detection in Production Lines
dc.typeArticle
dc.typePoster

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