Predictive analysis of municipal solid waste generation using an optimized neural network model
Developing successful municipal waste management planning strategies is crucial for
implementing sustainable development. The research proposed the application of an …
implementing sustainable development. The research proposed the application of an …
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 …
Establishing the relationships between the factors that determine the amount of waste …
Predicting municipal solid waste using a coupled artificial neural network with archimedes optimisation algorithm and socioeconomic components
Solid Waste (SW) is one of the critical challenges of urban life. These SWs are considered
environmental pollutants that are a threat to ecology and human health. Predicting SW …
environmental pollutants that are a threat to ecology and human health. Predicting SW …
Prediction of the production of separated municipal solid waste by artificial neural networks in Croatia and the European Union
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 …
determine what amount of waste will be generated in the near future. Accurate waste …
Predictive model for municipal waste generation using artificial neural networks—Case study City of Zagreb, Croatia
Summary The European Union's environmental legislation related to environmental
protection, already implemented in the national legislation of the Republic of Croatia, aims to …
protection, already implemented in the national legislation of the Republic of Croatia, aims to …
Verifying the performance of artificial neural network and multiple linear regression in predicting the mean seasonal municipal solid waste generation rate: A case …
S Azadi, A Karimi-Jashni - Waste management, 2016 - Elsevier
Predicting the mass of solid waste generation plays an important role in integrated solid
waste management plans. In this study, the performance of two predictive models, Artificial …
waste management plans. In this study, the performance of two predictive models, Artificial …
New insights into regional differences of the predictions of municipal solid waste generation rates using artificial neural networks
F Wu, D Niu, S Dai, B Wu - Waste Management, 2020 - Elsevier
As one of the most popular non-linear models, artificial neural network (ANN) has been
successfully applied in the prediction of municipal solid waste (MSW). Despite its high …
successfully applied in the prediction of municipal solid waste (MSW). Despite its high …
Evaluation of PCA and Gamma test techniques on ANN operation for weekly solid waste prediction
Artificial neural networks (ANNs) are suitable for modeling solid waste generation. In the
present study, four training functions, including resilient backpropagation (RP), scale …
present study, four training functions, including resilient backpropagation (RP), scale …
Using ANN model to determine future waste characteristics in order to achieve specific waste management targets-case study of Serbia
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 …
future waste quantity and composition in Serbia. Since Serbia represent transition country …
The forecasting of municipal waste generation using artificial neural networks and sustainability indicators
The feasibility of modeling municipal waste generation (MWG) for countries at different
levels of development using artificial neural networks (ANN) and selected generic indicators …
levels of development using artificial neural networks (ANN) and selected generic indicators …