Sustav Interneta stvari za upravljanje grijanjem i hlađenjem

undergraduate thesis

• Title (english): Internet of Things system for heating and cooling management
• Author: David Konjevod
• Mentor: Gordan Ježić (mentor)
• Committee member: Gordan Ježić (predsjednik povjerenstva)
• Committee member: Katarina Mandarić (član povjerenstva)
• Committee member: Ivan Kralj (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2021-07-06, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Kroz ovaj rad objašnjen je pojam Internet stvari i opisane su razna područja u kojima se koriste Internet stvari. Poseban naglasak je stavljen na Internet stvari u pametnom domu, te simbioza između Internet stvari i umjetne inteligencija koja sustave čini pametnim. Objašnjena je razlika između automatizacije i pametnih sustava koji spadaju u kognitivne Internet stvari. Također dan je osnovni pregled umjetni neuronskih mreža, ključnih procesa pri stvaranju istih. Uz rad razvijena je i jednostavna umjetna neuronska mreža u programskom jeziku Python uz korištenje vanjskih biblioteka, poput Keras biblioteke, koja kontrolira sustav grijanja i hlađenja. Na
samome kraju opisani su i prikazani dobiveni rezultati.

Abstract (english)

Through this work, the concept of the Internet of Things is explained and various areas in which the Internet of Things is used are described. Special emphasis is placed on the Internet of Things in a smart home, and the symbiosis between the Internet of Things and artificial intelligence that makes systems smart. The difference between automation and smart systems that belong to cognitive Internet things is explained. Also given is a basic overview of artificial neural networks, the key processes in their creation. In addition to the work, a simple artificial neural network was developed in the programming language Python with the use of external libraries, such as the Keras library, which controls the heating and cooling system. At at the very end, the obtained results are described and presented.

• Keywords: Internet stvari; pametni dom; umjetna inteligencija; umjetne neuronske mreže; pametni sustavi
• Keywords (english): Internet of things; smart home; artificial intelligence; artificial neural networks; smart systems
• Language: croatian
• URN:NBN: urn:nbn:hr:168:579418
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-14 20:49:13