Elektronička platforma za digitalizaciju zone i napredno upravljanje klima uređajima

master's thesis

• Title (english): Electronic platform for zone digitization and smart air conditioners control
• Author: Nika Hipša
• Mentor: Mario Vašak (mentor)
• Committee member: Mario Vašak (član povjerenstva)
• Committee member: Vinko Lešić (član povjerenstva)
• Committee member: Mato Baotić (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2022-07-08, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

Sustavi automatizacije temeljna su sastavnica svih pametnih zgrada. Automatizacija zgrade uključuje upravljanje grijanjem, hlađenjem, ventilacijom i osvjetljenjem s ciljem povećanja osjećaja ugode i smanjenja potrošnje energije. Ideja ovog diplomskog rada bila je simulirati djelić upravljanja zgradama – upravljanje hlađenjem u jednoj prostoriji s klimatizacijskim uređajem. Koristeći Raspberry Pi, napravljena je elektronička platforma za prikupljanje vrijednosti temperature u PostgreSQL bazu podataka. Pomoću Kalmanovog filtra estimirani su toplinski poremećaji i temperatura spore dinamike. MPC proračunava potrebnu toplinsku snagu klima uređaja da bi se održao komfor i ekonomičnost. Klima uređaj je radioprijemnik koji prima radiovalove od radioodašiljača – Raspberry Pi-a.

Abstract (english)

Automatic control systems are an important element of all smart buildings. Building automation includes the management of heating, cooling, ventilation and lighting for maintaining comfort and reducing energy consumption. The idea of this thesis was to simulate a part of building management - cooling control in one room with air conditioning. Using the Raspberry Pi, an electronic platform was created to collect temperature measurements into the PostgreSQL database. The states of the zone thermodynamic model are estimated using the Kalman filter. MPC is used to optimize the consumed thermal power of air conditioners to maintain comfort economically. Raspberry Pi uses radio waves to control the air conditioner.

• Keywords: klimatizacijski uređaj; pametno upravljanje; Raspberry Pi; prediktivno upravljanje; Kalmanov filtar
• Keywords (english): air conditioning; smart control; Raspberry Pi; predictive control; Kalman filter
• Language: croatian
• URN:NBN: urn:nbn:hr:168:419459
• Study programme: Title: Electrical Engineering and Information Technology; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka elektrotehnike i informacijske tehnologije (magistar/magistra inženjer/inženjerka elektrotehnike i informacijske tehnologije)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2023-01-13 12:25:25