Distribuirano optimalno upravljanje klimatizacijom u naprednim zgradama

master's thesis

• Title (english): Distributed optimal climate control of smart buildings
• Author: Filip Vrbanc
• Mentor: Vinko Lešić (mentor)
• Committee member: Vinko Lešić (predsjednik povjerenstva)
• Committee member: Mato Baotić (član povjerenstva)
• Committee member: Šandor Ileš (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2020-07-15, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Electrical Engineering

Abstract

U ovom radu obrađuje se modeliranje toplinskog modela zgrade pomoću RC električnog kruga. Analizira se teorija modelsko prediktivnog upravljanja koje se temelji na proračunavanju ulazne varijable sustava pomoću predikcijskog horizonta. Modelsko prediktivno upravljanje implementirano je na konkretnom primjeru u kojem se upravlja temperaturom u prostorijama jednog kata zgrade. Također, u radu se proučava distribuirano optimalno upravljanje te se objašnjava način implementacije algoritma asimetrične projekcije, kao jednog oblika takvog upravljanja. Na kraju rada iznijeti su rezultati koji pokazuju da modelsko prediktivno upravljanje omogućava kompromis ugode i energetske učinkovitosti.

Abstract (english)

This thesis deals with the modeling of the building thermal model using an RC electrical circuit. Theory of the model predictive control, which is based on the calculation of the system input variable using the prediction horizon, is analyzed. Model predictive control is implemented within an actual example in which the room temperatures within the one floor of the building are being controlled. The paper also studies the distributed optimal control and explains the way of implementing the asymmetric projection algorithm, as a form of such control. At the end of this thesis, the presented results show that model predictive control enables a compromise between comfort and energy efficiency.

• Keywords: toplinski model zgrade; RC model; modelsko prediktivno upravljanje; distribuirano optimalno upravljanje; energetska učinkovitost
• Keywords (english): building thermal model; RC model; model predictive control; distributed optimal control; energy efficiency
• Language: croatian
• URN:NBN: urn:nbn:hr:168:170508
• 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 14:12:30