Integracija strojnega vida v avtomatizirano proizvodno okolje

Pirc, Aljaž (author), Tomažič, Simon (mentor)

Diplomsko delo obravnava razvoj in integracijo sistema strojnega vida v avtomatizirano proizvodno okolje. Uporabljena je bila kamera Cognex In-Sight 7802 za zaznavo oznak in znakov, ki jih sistem prepozna z OCR algoritmi. Kamere so bile povezane s PLK prek Ethernet/IP protokola. Razvit je bil celovit sistem, vključno z logiko za zaznavo, razcep in validacijo podatkov, ki izboljša kakovost, sledljivost in zanesljivost proizvodnje.

• Language: Slovenian
• Keywords: Cognex In-Sight, OCR, analiza DOT, PLK, Studio 5000, Ethernet/IP, avtomatizacija, sistem strojnega vida, analiza Blob, vhodno-izhodni medpomnilnik, In-Sight Explorer.
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FE - Faculty of Electrical Engineering
• Year: 2025
• PID: 20.500.12556/RUL-170065
• COBISS.SI-ID: 242142211
• Publication date in RUL: 02.07.2025

Secondary language

• Language: English
• Title: Integration of Machine Vision into an Automated Production Environment

Abstract

The thesis presents the development and integration of a machine vision system into an automated production environment. A Cognex In-Sight 7802 camera was used to detect marks and characters, recognized via OCR tools. The cameras communicated with a PLC via the Ethernet/IP protocol. A complete system was developed, including logic for detection, parsing, and validation of data, enhancing quality, traceability, and reliability in production.

• Keywords: machine vision, Cognex In-Sight, OCR, DOT analysis, PLC, Studio 5000, Ethernet/IP, automation, vision system, blob analysis, input/output buffer, In-Sight Explorer