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Sodobni pristopi in tehnologije pri odčitavanju merilnih mest
ID Kustec, Luka (Author), ID Blažič, Sašo (Mentor) More about this mentor... This link opens in a new window

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Abstract
V diplomski nalogi je bila zasnovana računalniška arhitektura za učinkovito odčitavanje podatkov z merilnih mest za potrebe energetskih, nadzornih in IoT sistemov. Osrednji cilj naloge je bil omogočiti zanesljiv prenos podatkov med merilnimi mesti in centralnim podatkovnim centrom z uporabo dogodkovne arhitekture in mikrostoritev. Sistem je sestavljen iz več mikrostoritev, ki izvajajo zajem podatkov iz naprav prek protokolov Modbus in OPC, preverjanje kakovosti podatkov ter zapis v relacijsko podatkovno bazo MSSQL. Komunikacija med storitvami poteka asinhrono prek posrednika RabbitMQ z uporabo protokola MQTT, ki deluje kot centralni medpomnilnik sporočil in zagotavlja robustno izmenjavo podatkov med posameznimi komponentami. Vse storitve so kontejnerizirane (angl. containerized) z orodjem Docker, kar omogoča enostavno namestitev, upravljanje in prenos sistema. Eksperimentalno testiranje v laboratorijskem okolju je pokazalo, da sistem uspešno omogoča dvosmerni prenos podatkov. Rezultati so potrdili zanesljivost in možnost nadgradnje predlagane arhitekture ter pokazali, da je uporaba dogodkovne arhitekture in mikrostoritev primerna rešitev za odčitavanje merilnih mest v sodobnih energetskih in IoT sistemih.

Language:Slovenian
Keywords:merilna mesta, mikrostoritve, dogodkovna arhitektura, MQTT, RabbitMQ, Modbus, OPC, IoT
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FE - Faculty of Electrical Engineering
Year:2026
PID:20.500.12556/RUL-181015 This link opens in a new window
COBISS.SI-ID:274675715 This link opens in a new window
Publication date in RUL:23.03.2026
Views:308
Downloads:148
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Secondary language

Language:English
Title:Modern Approaches and Technologies for Reading Measurement Points
Abstract:
This thesis presents the design of a computer architecture for efficient data acquisition from measurement points in energy, monitoring, and IoT systems. The main objective was to ensure reliable data transfer between measurement points and a central data center by applying an event-driven architecture and a microservices-based approach. The system consists of several microservices responsible for collecting data from devices via Modbus and OPC protocols, performing data quality checks, and storing measurements in an MSSQL relational database. Communication between services is asynchronous and handled through RabbitMQ using the MQTT protocol, which serves as a central message buffer and ensures robust data exchange between components. All services are containerized using Docker, providing portability, simplified deployment, and easier management. Experimental evaluation in a laboratory environment demonstrated that the system enables reliable bidirectional data transfer. The results confirm the robustness and scalability of the proposed architecture and highlight the suitability of event-driven microservices for data acquisition from measurement points in modern energy and IoT systems.

Keywords:measurement points, microservices, event-driven architecture, MQTT, RabbitMQ, Modbus, OPC, IoT

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