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master's thesis
Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:105509
Marvin, Mikael
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Marvin, M. (2024). Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:105509

Marvin, Mikael. "Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:105509

Marvin, Mikael. "Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:105509

Marvin, M. (2024). 'Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 22 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:105509

Marvin M. Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2024 November 22] Available at: https://urn.nsk.hr/urn:nbn:hr:168:105509

M. Marvin, "Modelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:105509

Metadata
TitleModelsko prediktivno upravljanje procesom hlađenja zatvorenog prostora
Title (english)Model Predictive Control of Closed Space Cooling Process
AuthorMikael Marvin
MentorStjepan Bogdan (mentor)
Committee memberStjepan Bogdan (član povjerenstva)
Committee memberTamara Petrović (član povjerenstva)
Committee memberGoran Vasiljević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-09-18, Croatia
Abstract
Ovaj diplomski rad istražuje primjenu modelskog prediktivnog upravljanja (MPC) u sustavima hlađenja zatvorenih prostora, s posebnim naglaskom na sobe podatkovnih centara. Rad obuhvaća proces matematičkog modeliranja temperature i pritiska te razvoj algoritma MPC za optimizaciju rada sustava u realnom vremenu. Provedene simulacije pokazuju da MPC upravljanje nudi značajna poboljšanja u odnosu na tradicionalne metode poput PID regulacije, posebno u pogledu učinkovitosti i preciznosti održavanja temperature. Unatoč prednostima, primjena MPC-a zahtijeva optimizaciju parametara i računalnih resursa. Zaključeno je da je MPC metoda prikladna za složene sustave hlađenja, no potrebna su daljnja istraživanja kako bi se poboljšala njezina primjena u stvarnim uvjetima.
Abstract (english)
This thesis explores the application of Model Predictive Control (MPC) in cooling systems for enclosed spaces, with a particular focus on data center rooms. The work covers the mathematical modeling of temperature and pressure and the development of an MPC algorithm for real-time system optimization. The simulations demonstrate that MPC offers significant improvements over traditional methods such as PID control, especially in terms of efficiency and precision in maintaining. Despite its advantages, MPC application requires parameter optimization and computational resources. The conclusion is that MPC is a suitable method for complex cooling systems, but further research is needed to improve its implementation in real-world conditions.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:105509
Study programmeTitle: Information and Communication Technology
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije (magistar/magistra inženjer/inženjerka informacijske i komunikacijske tehnologije)
Type of resourceText
File originBorn digital
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Created on2024-10-12 21:29:45