Optimal policy-making for municipal waste management based on predictive model optimization

S Ahmad, N Iqbal, F Jamil, D Kim - IEEE Access, 2020 - ieeexplore.ieee.org
Waste management is an issue of grave concern in the modern urban scenario with the
exponentially rising population. Over the past few decades, the Korean government has …

[HTML][HTML] An ensemble learning based classification approach for the prediction of household solid waste generation

A Namoun, BR Hussein, A Tufail, A Alrehaili, TA Syed… - Sensors, 2022 - mdpi.com
With the increase in urbanization and smart cities initiatives, the management of waste
generation has become a fundamental task. Recent studies have started applying machine …

Development of machine learning-based models to forecast solid waste generation in residential areas: A case study from Vietnam

XC Nguyen, TTH Nguyen, DD La, G Kumar… - Resources …, 2021 - Elsevier
The main aim of this work was to compare six machine learning (ML)-based models to
predict the municipal solid waste (MSW) generation from selected residential areas of …

[HTML][HTML] Municipal solid waste forecasting in China based on machine learning models

L Yang, Y Zhao, X Niu, Z Song, Q Gao… - Frontiers in Energy …, 2021 - frontiersin.org
With the rapid development of industrialization and urbanization, urban sustainability has
been challenged by ever-worsening environmental problems and calls for a smart strategy …

Machine learning based prediction for China's municipal solid waste under the shared socioeconomic pathways

C Zhang, H Dong, Y Geng, H Liang, X Liu - Journal of Environmental …, 2022 - Elsevier
Reliable forecast of municipal solid waste (MSW) generation is crucial for sustainable and
efficient waste management. Big data analysis is a novel method to forecast MSW more …

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 …

Hybrid model for the prediction of municipal solid waste generation in Hangzhou, China

Z Zhang, Y Zhang, D Wu - Waste Management & Research, 2019 - journals.sagepub.com
Accurate prediction of municipal solid waste (MSW) generation is necessary for choosing
appropriate waste treatment methods and for planning the distribution of disposal facilities …

Development of machine learning multi-city model for municipal solid waste generation prediction

W Lu, W Huo, H Gulina, C Pan - Frontiers of Environmental Science & …, 2022 - Springer
Integrated management of municipal solid waste (MSW) is a major environmental challenge
encountered by many countries. To support waste treatment/management and national …

Dynamic optimization for the planning of a waste management system involving multiple cities

JE Santibañez-Aguilar, A Flores-Tlacuahuac… - Journal of Cleaner …, 2017 - Elsevier
Consumption habits and population growth have drastically increased the waste production
around the world. However, several developing countries do not have an adequate waste …

[HTML][HTML] Long short-term memory neural network and improved particle swarm optimization–based modeling and scenario analysis for municipal solid waste …

D Wang, Y Yuan, Y Ben, H Luo, H Guo - Environmental Science and …, 2022 - Springer
Accurate estimations of municipal solid waste (MSW) generation are vital to effective MSW
management systems. While various single-point estimation approaches have been …