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master's thesis
Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode
Rijeka: University of Rijeka, Faculty of Civil Engineering, 2024. urn:nbn:hr:157:664939
Gal, Emanuel
University of Rijeka
Faculty of Civil Engineering
Department of Hydraulic Engineering and Geotechnical Engineering
Chair of Hydraulic Engineering

Institutional repository: Repository of the University of Rijeka, Faculty of Civil Engineering

Cite this document

Gal, E. (2024). Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode (Master's thesis). Rijeka: University of Rijeka, Faculty of Civil Engineering. Retrieved from https://urn.nsk.hr/urn:nbn:hr:157:664939

Gal, Emanuel. "Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode." Master's thesis, University of Rijeka, Faculty of Civil Engineering, 2024. https://urn.nsk.hr/urn:nbn:hr:157:664939

Gal, Emanuel. "Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode." Master's thesis, University of Rijeka, Faculty of Civil Engineering, 2024. https://urn.nsk.hr/urn:nbn:hr:157:664939

Gal, E. (2024). 'Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode', Master's thesis, University of Rijeka, Faculty of Civil Engineering, accessed 20 November 2024, https://urn.nsk.hr/urn:nbn:hr:157:664939

Gal E. Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode [Master's thesis]. Rijeka: University of Rijeka, Faculty of Civil Engineering; 2024 [cited 2024 November 20] Available at: https://urn.nsk.hr/urn:nbn:hr:157:664939

E. Gal, "Digitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode", Master's thesis, University of Rijeka, Faculty of Civil Engineering, Rijeka, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:157:664939

Metadata
TitleDigitalni blizanac fizikalnog modela tlačnog sustava namijenjen lokalizaciji gubitaka vode
Title (english)Digital Twin of the Physical Model of the Pressure System Intended for the Localization of Water Losses
AuthorEmanuel Gal
MentorVanja Travaš (mentor)
Committee memberElvis Žic (predsjednik povjerenstva)
Committee memberIgor Ružić (član povjerenstva)
Committee memberVanja Travaš (član povjerenstva)
GranterUniversity of Rijeka
Faculty of Civil Engineering
(Department of Hydraulic Engineering and Geotechnical Engineering)
(Chair of Hydraulic Engineering)
Rijeka
Defense date and country2024-09-26, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Civil Engineering
Hydrotechnology
Abstract
Cilj diplomskog rada bio je izraditi fizikalni model tlačnog sustava u kojem se mjerenjem tlaka i protoka lokaliziraju gubici vode primjenom digitalnog blizanca. U tu svrhu razvijen je numerički model sustava koristeči program EPANET, dok je fizikalni model izrađen od PPR cijevi. Za lokalizaciju gubitaka vode primijenjena je PSO metoda (engl. Particle Swarm optimization). Tako, komparacijom tlakova dobivenih kalibriranim numeričkim modelom za idealno stanje sustava i tlakova izmjerenih na fizikalnom modelu koji ima curenje vode je aproksimiran položaj i iznos curenja vode. Prikupljanje podataka iz fizikalnog modela je provedeno korištenjem ARDUINO pločica i senzora tlaka i protoka koji omogućuju kontinuirano praćenje stanja sustava. Za obradu prikupljenih podataka je korišten programski jezik Python. U demonstracijske svrhe su analizirani različiti scenariji gubitaka vode, uz pet različitih veličina otvora. Rezultati su pokazali da preciznost algoritma ovisi o veličini i lokaciji gubitka.
Abstract (english)
The aim of the thesis was to create a physical model of a pressure system in which water losses are localized by measuring pressure and flow using a digital twin. For this purpose, a numerical model of the system was developed using the EPANET program, while the physical model was made of PPR pipes. The PSO method (Particle Swarm optimization) was applied for the localization of water losses. In this way, by comparing the pressures obtained by the calibrated numerical model for the ideal state of the system and the pressures measured on the physical model that has a water leak, the position and amount of the water leak is approximated. Data collection from the physical model was carried out using ARDUINO boards and pressure and flow sensors that enable continuous monitoring of the system state. The Python programming language was used to process the collected data. For demonstration purposes, different water loss scenarios were analyzed with five different opening sizes. The results showed that the accuracy of the algorithm depends on the size and location of the loss.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:157:664939
Study programmeTitle: University graduate study of Civil Engineering; specializations in: Geotechnical Engineering, Hydraulic Engineering, Engineering Modelling of Structures, Structures, Transportation Engineering, Urban Engineering
Course: Hydraulic Engineering
Study programme type: university
Study level: graduate
Academic / professional title: sveučilišni magistar inženjer građevinarstva/sveučilišna magistra inženjerka građevinarstva (sveučilišni magistar inženjer građevinarstva/sveučilišna magistra inženjerka građevinarstva)
Type of resourceText
File originBorn digital
Access conditionsAccess restricted to students and staff of home institution
Terms of useLicence In copyright icon
Created on2024-11-19 13:11:46