Predictive model for municipal waste generation using artificial neural networks—Case study City of Zagreb, Croatia

B Ribic, L Pezo, D Sincic, B Loncar… - International Journal of …, 2019 - Wiley Online Library
Summary The European Union's environmental legislation related to environmental
protection, already implemented in the national legislation of the Republic of Croatia, aims to …

Prediction of the production of separated municipal solid waste by artificial neural networks in Croatia and the European Union

E Puntarić, L Pezo, Ž Zgorelec, J Gunjača… - Sustainability, 2022 - mdpi.com
Given that global amounts of waste are growing rapidly, it is extremely important to
determine what amount of waste will be generated in the near future. Accurate waste …

An artificial neural network approach for the estimation of the primary production of energy from municipal solid waste and its application to the Balkan countries

VM Adamović, DZ Antanasijević, AR Ćosović… - Waste management, 2018 - Elsevier
Although the use of municipal solid waste to generate energy can decrease dependency on
fossil fuels and consequently reduces greenhouse gases emissions and areas that waste …

Prediction of municipal waste generation in Poland using neural network modeling

M Kulisz, J Kujawska - Sustainability, 2020 - mdpi.com
Planning is a crucial component of short-and long-term municipal waste management.
Establishing the relationships between the factors that determine the amount of waste …

The forecasting of municipal waste generation using artificial neural networks and sustainability indicators

D Antanasijević, V Pocajt, I Popović, N Redžić… - Sustainability …, 2013 - Springer
The feasibility of modeling municipal waste generation (MWG) for countries at different
levels of development using artificial neural networks (ANN) and selected generic indicators …

Predictive analysis of municipal solid waste generation using an optimized neural network model

N Elshaboury, E Mohammed Abdelkader, A Al-Sakkaf… - Processes, 2021 - mdpi.com
Developing successful municipal waste management planning strategies is crucial for
implementing sustainable development. The research proposed the application of an …

Using ANN model to determine future waste characteristics in order to achieve specific waste management targets-case study of Serbia

B Batinić, S Vukmirović, G Vujić, N Stanisavljević… - 2011 - nopr.niscpr.res.in
This study presents a waste management model using artificial neural networks to predict
future waste quantity and composition in Serbia. Since Serbia represent transition country …

An optimized artificial neural network model for the prediction of rate of hazardous chemical and healthcare waste generation at the national level

VM Adamović, DZ Antanasijević, MĐ Ristić… - Journal of Material …, 2018 - Springer
This paper presents a development of general regression neural network (a form of artificial
neural network) models for the prediction of annual quantities of hazardous chemical and …

Development of an appropriate model for forecasting municipal solid waste generation in Bangkok

N Sun, S Chungpaibulpatana - Energy Procedia, 2017 - Elsevier
Municipal solid waste (MSW) is a result of human activities. Accurate forecasting of MSW
generation is crucial for sustainable management systems and planning. MSW is …

A model for assessing waste generation factors and forecasting waste generation using artificial neural networks: a case study of chile

E Ordonez Ponce - 2004 - researcharchive.lincoln.ac.nz
While the Chilean constitution guarantees the right of a clean environment and that
environmental acts and policies to manage waste have been passed, waste generation has …