Implementacija sustava za stvarnovremensko prikupljanje i analizu podataka iz domene stočarstva

master's thesis

• Title (english): Implementation of a real-time data collection and analysis system for the domain of livestock farming
• Author: Ivan Kikić
• Mentor: Damir Pintar (mentor)
• Committee member: Damir Pintar (predsjednik povjerenstva)
• Committee member: Mihaela Vranić (član povjerenstva)
• Committee member: Luka Humski (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-07-16, Croatia

Abstract

Ovaj rad prikazuje pilotsku inačicu sučelja za stvarnovremensko prikupljanje i analizu podataka iz domene stočarstva. Objašnjena je pozadina tehnologija u stočarstvu te ideja i cilj ove aplikacije. Kreiran je simulator podataka koji služi kao glavni izvor prikupljanja podataka simulirajući senzorski uređaj. Osmišljena je i kreirana shema sustava koja upotrebljava prikladnu bazu podataka te aplikacijsko i korisničko sučelje. Implementiran je sustav za osnovnu upotrebu te su dodane funkcionalnosti poput kreiranja izvještaja, dinamičkog kreiranja grafova, pohrane velikih tablica podataka, sustava za obavještavanje i dr. Opisane su sve funkcionalnosti sustava popraćene odgovarajućim slikama. Na koncu je predložen smjer nadogradnje sustava koji bi sustav učinio još učinkovitijim u analizi podataka.

Abstract (english)

This paper presents a pilot version of an interface for real-time data collection and analysis for the domain of livestock farming. The background of the technology used in livestock farming is explained, as well as the idea and the aim of this application. A data simulator was created to serve as the main source of data collection by simulating a sensor device. A system scheme was designed and created using a suitable database and an application and user interface. A system for basic use has been implemented and functionalities such as report creation, dynamic graph creation, storage of large data tables, alerting system and more have been added. All system functionalities have been described, accompanied by corresponding images. Finally, various ideas for upgrading the system were proposed, which would make the system even more efficient in data analysis.

• Keywords: sučelje; senzor; stvarnovremensko prikupljanje podataka; analiza podataka; sustav za obavještavanje; stočarstvo
• Keywords (english): interface; sensor; real-time data collection; data analysis; alerting system; livestock farming
• Language: croatian
• URN:NBN: urn:nbn:hr:168:860895
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2024-10-12 21:03:02