Artificial intelligence applications in solid waste management: A systematic research review

M Abdallah, MA Talib, S Feroz, Q Nasir, H Abdalla… - Waste Management, 2020 - Elsevier
The waste management processes typically involve numerous technical, climatic,
environmental, demographic, socio-economic, and legislative parameters. Such complex …

Application of machine learning algorithms in municipal solid waste management: A mini review

W Xia, Y Jiang, X Chen, R Zhao - Waste Management & …, 2022 - journals.sagepub.com
Population growth and the acceleration of urbanization have led to a sharp increase in
municipal solid waste production, and researchers have sought to use advanced technology …

Modeling and prediction of regional municipal solid waste generation and diversion in Canada using machine learning approaches

M Kannangara, R Dua, L Ahmadi, F Bensebaa - Waste management, 2018 - Elsevier
The main objective of this study was to develop models for accurate prediction of municipal
solid waste (MSW) generation and diversion based on demographic and socio-economic …

Influence of recycling programmes on waste separation behaviour

K Stoeva, S Alriksson - Waste Management, 2017 - Elsevier
To achieve high rates of waste reuse and recycling, waste separation in households is
essential. This study aimed to reveal how recycling programmes in Sweden and Bulgaria …

Forecasting municipal solid waste generation using artificial intelligence modelling approaches

M Abbasi, A El Hanandeh - Waste management, 2016 - Elsevier
Municipal solid waste (MSW) management is a major concern to local governments to
protect human health, the environment and to preserve natural resources. The design and …

Technologies and decision support systems to aid solid-waste management: a systematic review

AV de Souza Melaré, SM González, K Faceli… - Waste management, 2017 - Elsevier
Population growth associated with population migration to urban areas and industrial
development have led to a consumption relation that results in environmental, social, and …

A review on prediction of municipal solid waste generation models

KA Kolekar, T Hazra, SN Chakrabarty - Procedia Environmental Sciences, 2016 - Elsevier
Abstract Development of a Municipal Solid Waste Management (MSWM) plan is a complex
process. As a foundation and prerequisite for efficient MSWM plan, quantification and …

Using machine learning and small area estimation to predict building-level municipal solid waste generation in cities

CE Kontokosta, B Hong, NE Johnson… - … , Environment and Urban …, 2018 - Elsevier
Municipal solid waste management represents an increasingly significant environmental,
fiscal, and social challenge for cities. Understanding patterns of municipal waste generation …

Forecasting municipal solid waste quantity using artificial neural network and supported vector machine techniques: A case study of Johannesburg, South Africa

OO Ayeleru, LI Fajimi, BO Oboirien… - Journal of Cleaner …, 2021 - Elsevier
Detailed prediction of the amounts of municipal solid waste (MSW) is very crucial for
planning and management of MSW in a sustainable manner. Forecasting of MSW quantity is …

Landfill area estimation based on solid waste collection prediction using ANN model and final waste disposal options

MM Hoque, MTU Rahman - Journal of Cleaner Production, 2020 - Elsevier
Public health of inhabitants has been affected by the increase of unsound waste
management in the cities of developing countries. Solid waste management has received …