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

Institutional repository: Repository of Faculty of Chemical Engineering and Technology University of Zagreb

Cite this document

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

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

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

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 23 November 2024, https://urn.nsk.hr/urn:nbn:hr:149:507662

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 2024 November 23] Available at: https://urn.nsk.hr/urn:nbn:hr:149:507662

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

Metadata
TitleRazvoj modela za procjenu generiranja komunalnog otpada primjenom neuronskih mreža
Title (english)Development of the model for estimation of municipal waste generation using neural networks
AuthorBojan Ribić
MentorNenad Bolf (mentor)
MentorDinko Sinčić (mentor)
Committee memberAna Lončarić Božić (predsjednik povjerenstva)
Committee memberAnte Jukić (član povjerenstva)
Committee memberDaniel Rolph Schneider (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Chemical Engineering and Technology
Zagreb
Defense date and country2020-02-06, 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)
Languagecroatian
URN:NBNurn:nbn:hr:149:507662
Promotion2020
Study programmeTitle: 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 resourceText
ExtentXII, 98 str. ; 30 cm
File originBorn digital
Access conditionsClosed access
Terms of useLicence In copyright icon
Created on2023-06-09 12:58:41