Sistem za upravljanje proizvodnje

VOGLER, KLEMEN (author), Rupnik, Rok (mentor)

V okviru diplomske naloge smo obdelali problem vizualizacije podatkov, ki zaradi količine podatkov ali kompleksnosti grafov in orodij velikokrat ne pride dosti do izraza. Konkretno smo se osredotočili na podatke v proizvodnji, saj obstaja veliko sistemov za upravljanje proizvodnje (MES), s katerimi lahko vizualno spremljamo njen razvoj. Predstavili smo tri orodja, s katerimi smo razvili svoj sistem za upravljanje proizvodnje. Podrobneje smo opisali podatkovno bazo in shranjevanje podatkov ter spletni vmesnik Node-RED, v katerem smo razvili jedro sistema za komunikacijo med posameznimi procesi in aplikacijami. Na koncu smo na spletni aplikaciji Grafana predstavili rezultat sistema in njegov namen. Prikazali smo linijske in tabelarne grafe, nekaj razširitev za popestritev posameznih grafov ter osnovne in napredne funkcije, ki jih spletna aplikacija ponuja uporabniku. Pri razvoju sistema smo predstavili smiselnost uporabe Grafane in opisali njen razvoj, ter zakaj je ena izmed boljših izbir za vizualizacijo podatkov v današnjem času.

• Language: Slovenian
• Keywords: MES, ArangoDB, Grafana, Node-RED, vizualizacija, podatki, proizvodnja, graf.
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FRI - Faculty of Computer and Information Science
• Year: 2021
• PID: 20.500.12556/RUL-124761
• COBISS.SI-ID: 51821315
• Publication date in RUL: 15.02.2021

Secondary language

• Language: English
• Title: Application for management of manufacturing

Abstract

In the scope of this BSc thesis, we described the problem of data visualization, which due to the amount of data or the complexity of graphs often does not show its full potential. We mainly focused on production company data, because there are a lot of Manufacturing Execution Systems (MES), which provide us the overlook on our production. We have presented three tools that can be connected and use them to create our own data visualization system. We have described in detail ArangoDB database and storing of the data. We also described a programming interface called Node-RED, where we built the core of the system for communication between Grafana and the database. In the end, we showed the finished visualization system and all the graphs made in Grafana. We presented line and table graphs, some extensions to diversify individual graphs, and the basic and advanced functions that Grafana offers to the user. In system development, we presented the meaningfulness of using Grafana and why it is one of the best choices for data visualization.

• Keywords: MES, ArangoDB, Grafana, Node-RED, visualization, data, manufacture, graph.