Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža

Ribić, Bojan

prikaz prve stranice dokumenta Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža

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doctoral thesis

Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža

Zagreb: University of Zagreb, Faculty of Chemical Engineering and Technology, 2020. urn:nbn:hr:149:507662

Ribić, Bojan

University of Zagreb
Faculty of Chemical Engineering and Technology

Cite this document

APA 6th Edition

Ribić, B. (2020). Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža (Doctoral thesis). Zagreb: University of Zagreb, Faculty of Chemical Engineering and Technology. Retrieved from https://urn.nsk.hr/urn:nbn:hr:149:507662

MLA 8th Edition

Ribić, Bojan. "Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža." Doctoral thesis, University of Zagreb, Faculty of Chemical Engineering and Technology, 2020. https://urn.nsk.hr/urn:nbn:hr:149:507662

Chicago 17th Edition

Harvard

Ribić, B. (2020). 'Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža', Doctoral thesis, University of Zagreb, Faculty of Chemical Engineering and Technology, accessed 18 March 2025, https://urn.nsk.hr/urn:nbn:hr:149:507662

Vancouver

Ribić B. Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža [Doctoral thesis]. Zagreb: University of Zagreb, Faculty of Chemical Engineering and Technology; 2020 [cited 2025 March 18] Available at: https://urn.nsk.hr/urn:nbn:hr:149:507662

IEEE

B. Ribić, "Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža", Doctoral thesis, University of Zagreb, Faculty of Chemical Engineering and Technology, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:149:507662

Cite this item: https://urn.nsk.hr/urn:nbn:hr:149:507662

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Title	Razvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža
Title (english)	Development of the model for estimation of municipal waste generation using neural networks
Author	Bojan Ribić
Mentor	Nenad Bolf (mentor)
Mentor	Dinko Sinčić (mentor)
Committee member	Ana Lončarić Božić (predsjednik povjerenstva)
Committee member	Ante Jukić (član povjerenstva)
Committee member	Daniel Rolph Schneider (član povjerenstva)
Granter	University of Zagreb Faculty of Chemical Engineering and Technology Zagreb
Defense date and country	2020-02-06, Croatia
Scientific / art field, discipline and subdiscipline	TECHNICAL SCIENCES Chemical Engineering Environmental Protection in Chemical Engineering
Universal decimal classification (UDC)	66 - Chemical technology. Chemical and related industries 628 - Public health engineering. Water. Sanitation. Illuminating engineering
Abstract	Cilj zakonske regulative EU vezane uz zaštitu okoliša koja se već primjenjuje u zakonodavstvu RH uvođenje je sustava cjelovitog i održivog gospodarenja otpadom. U sklopu tog sustava od iznimnog značaja je što bolja procjena količina generiranog komunalnog otpada o kojoj ovisi definiranje optimalnog sustava i planiranje u sektoru gospodarenja otpadom. U ovom istraživanju analizirani su dostupni podaci i razvijani modeli za procjenu generiranja komunalnog otpada primjenom neuronskih mreža uz odabrane socioekonomske pokazatelje i pokazatelje koji karakteriziraju gospodarenje otpadom u gradu Zagrebu. Ostvareni rezultati, temeljeni na ograničenom vremenskom rasponu, dobro opisuju kretanje pokazatelja sustava gospodarenja otpadom i pokazuju mogućnost predviđanja količine komunalnog otpada. Znanstveni je doprinos ovog rada u formuliranju novog modela neuronskih mreža temeljenog na odabranim socioekonomskim pokazateljima koji je uspješno primijenjen za procjenu generiranja komunalnog otpada.
Abstract (english)	The European Union's legislation related to environmental protection, already implemented in the national legislation of the Republic of Croatia, aims to introduce a system of integrated and sustainable waste management. This system represents one of the main challenges for many municipalities, mostly due to various binding targets in waste collection and treatment. Some of them are: reduction of waste generation and disposal, increase of the separately collected waste amounts and recycling rates. Within such a system, it is of utmost importance to have a better estimate of the future amounts of generated municipal waste. This directly influences planning in the waste management sector. The aim of this research was to develop and optimise model for the estimation of generated municipal waste by usage of neural networks, taking into account socioeconomic indicators as well as the variables and data characterizing the waste management for the city of Zagreb. The results obtained, based on limited time span data, describe the waste management trends and indicate the possibility to predict the amounts of generated municipal waste. Scientific contribution of this work lays in the development of the neural network model based on socioeconomic indicators and its successful application for the estimation of the municipal waste generation.
Keywords
Keywords (english)
Language	croatian
URN:NBN	urn:nbn:hr:149:507662
Promotion	2020
Study programme	Title: Chemical Engineering - Doctoral Course Study programme type: university Study level: postgraduate Academic / professional title: doktor/doktorica znanosti, područje tehničkih znanosti, polje kemijsko inženjerstvo (doktor/doktorica znanosti, područje tehničkih znanosti, polje kemijsko inženjerstvo)
Type of resource	Text
Extent	XII, 98 str. ; 30 cm
File origin	Born digital
Access conditions	Closed access
Terms of use
Repository	Repository of Faculty of Chemical Engineering and Technology University of Zagreb
Created on	2023-06-09 12:58:41