[HTML][HTML] Forecasting the status of municipal waste in smart bins using deep learning

S Ahmed, S Mubarak, JT Du, S Wibowo - International Journal of …, 2022 - mdpi.com
The immense growth of the population generates a polluted environment that must be
managed to ensure environmental sustainability, versatility and efficiency in our everyday …

Detection of long-term effect in forecasting municipal solid waste using a long short-term memory neural network

D Niu, F Wu, S Dai, S He, B Wu - Journal of cleaner production, 2021 - Elsevier
Researchers have been successfully applied artificial neural networks (ANNs) in the time-
series analysis and forecasting of municipal solid waste (MSW). Despite the reported high …

[HTML][HTML] IoT-based intelligent waste management system

MM Ahmed, E Hassanien, AE Hassanien - Neural Computing and …, 2023 - Springer
Recently, the population density in cities has increased at a higher pace, so waste
generation is on the rise in most societies due to population growth. Given this concern, it …

NMRA-Facilitated Optimized Deep Learning Framework: A Case Study on IoT-Enabled Waste Management in Smart Cities

A Thirumalraj, R Chandrashekar… - … Intelligent Systems for …, 2024 - igi-global.com
Recycling and landfilling are two of the primary means by which garbage is destroyed in the
context of waste management. Many urban areas struggle with improper waste collection …

[HTML][HTML] A Bi-Objective Sustainable Vehicle Routing Optimization Model for Solid Waste Networks with Internet of Things

S Rekabi, Z Sazvar, F Goodarzian - Supply Chain Analytics, 2024 - Elsevier
Waste production is growing in most communities due to population expansion. Given the
stated issue, managing the Solid Waste (SW) created worldwide would be vital. Effective …

A Smart Waste Disposal System: To Encourage Proper Waste Disposal

D Alwis, P Munasinghe, S Rajapaksha… - … on Advancements in …, 2022 - ieeexplore.ieee.org
Waste disposal is one of the most important industries in the world. If not maintained
properly it would lead to the destruction of the environment. Improper waste disposal is …

IoT-Integrated Deep Learning Model and SmartBin System for Real-Time Solid Waste Management

K Saravanan, K Aggarwal, NRD Murthy… - … on Trends in …, 2023 - ieeexplore.ieee.org
The increasing number of people living in metropolitan areas increases the risk that garbage
will be disposed of in an unsustainable manner. Because of the high volume of people …

SEFWaM–deep learning based smart ensembled framework for waste management

S Goel, A Mishra, G Dua, V Bhatia - Environment, Development and …, 2023 - Springer
Waste generation has seen a significant surge in the last decade, presenting an urgent need
for efficient and sustainable waste management strategies. The mounting piles of landfill …

An Effective Method for Managing Waste in Smart Cities Based on Unified CNN and LSTM Approach

R Rajagopal, MA Suryawanshi, S Akbar… - … on Intelligent Data …, 2024 - ieeexplore.ieee.org
The government of India launched programs like Smart Cities and the Clean Development
Mission to build eco-friendly and technologically advanced cities. Solid waste management …

Energy-Efficient Dynamic Vehicle Routing for Waste Collection by Q-Learning-Based Hyperheuristic Particle Swarm Optimization

Y Zhao, X Shen, W Chen, H Pan - IEEE Access, 2024 - ieeexplore.ieee.org
During the process of waste collection, various unpredicted disturbances might occur.
Meanwhile, vehicle transport is an important source of carbon emissions. In this study, an …