AIMC Topic: Refuse Disposal

Clear Filters Showing 1 to 10 of 49 articles

Plastics detection and sorting using hyperspectral sensing and machine learning algorithms.

Waste management (New York, N.Y.) May 1, 2025
Plastic waste second life management requires effective detection (and sorting if necessary) techniques to tackle the environmental challenge it poses. This research explores the application of hyperspectral imaging in the spectral range 900-1700 nm ...
Algorithms Principal Component Analysis Remote Sensing Technology Machine Learning Recycling Waste Management Refuse Disposal Discriminant Analysis Hyperspectral Imaging Plastics
View on PubMed DOI

Prediction of landfill gases concentration based on Grey Wolf Optimization - Support Vector Regression during landfill excavation process.

Waste management (New York, N.Y.) Mar 4, 2025
In some areas, there is a phenomenon that the landfill is full or even over-capacity with the extension of the service period. With the aging and damage of the protective facilities, this phenomenon may have a more serious impact on the surrounding e...
Waste Disposal Facilities Support Vector Machine Air Pollutants Gases Refuse Disposal Odorants Algorithms Environmental Monitoring
View on PubMed DOI

Machine learning-assisted assessment of municipal solid waste thermal treatment efficacy via rapid image recognition and visual analysis.

Waste management (New York, N.Y.) Jan 13, 2025
Decentralized thermal treatment is a common method for municipal solid waste (MSW) disposal in rural areas. However, evaluating the effect of incineration has always been challenging owing to the difficult and time-consuming measurements involved. He...
Image Processing, Computer-Assisted Solid Waste Refuse Disposal Machine Learning Algorithms Incineration Neural Networks, Computer
View on PubMed DOI

Enhancing door-to-door waste collection forecasting through ML.

Waste management (New York, N.Y.) Jan 7, 2025
We explore the application of machine learning (ML) techniques to forecast door-to-door waste collection, addressing the challenges in municipal solid waste (MSW) management. ML models offer a promising solution to optimize waste collection operation...
Forecasting Cities Italy Machine Learning Refuse Disposal Solid Waste Waste Management
View on PubMed DOI

AI-based plastic waste sorting method utilizing object detection models for enhanced classification.

Waste management (New York, N.Y.) Dec 16, 2024
The export ban on plastic waste by China has brought domestic plastic recycling to the forefront of environmental concerns, with sorting being a crucial step in the recycling process. This study assessed the performance of advanced AI models, Mask R-...
Plastics Recycling Refuse Disposal Waste Management Artificial Intelligence China Models, Theoretical Neural Networks, Computer
View on PubMed DOI

Exploring interactive effects of environmental and microbial factors on food waste anaerobic digestion performance: Interpretable machine learning models.

Bioresource technology Nov 6, 2024
Biogas yield in anaerobic digestion (AD) involves continuous and complex biological reactions. The traditional linear models failed to quantitatively assess the interactive effects of these factors on AD performance. To further explore the internal r...
Bacteria Anaerobiosis Bioreactors Biofuels Fatty Acids, Volatile Food Loss and Waste Machine Learning Food Refuse Disposal
View on PubMed DOI

Machine learning for enhancing prediction of biogas production and building a VFA/ALK soft sensor in full-scale dry anaerobic digestion of kitchen food waste.

Journal of environmental management Nov 5, 2024
Based on operational data collected over 1.5 years from four full-scale dry anaerobic digesters used for kitchen food waste treatment, this study adopted eight typical machine learning algorithms to distinguish the best biogas prediction model and to...
Food Loss and Waste Anaerobiosis Bioreactors Biological Oxygen Demand Analysis Refuse Disposal Biofuels Machine Learning Algorithms
View on PubMed DOI

Co-firing characteristic prediction of solid waste and coal for supercritical CO power cycle based on CFD simulation and machine learning algorithm.

Waste management (New York, N.Y.) Sep 16, 2024
The co-firing technology of combustible solid waste (CSW) and coal in the supercritical CO (S-CO) circulating fluidized bed (CFB) can effectively deal with domestic waste, promote social and environmental benefits, improve the coal conversion rate, a...
Power Plants Refuse Disposal Carbon Dioxide Models, Theoretical Solid Waste Air Pollutants Machine Learning Coal Algorithms
View on PubMed DOI

Precise management and control around the landfill integrating artificial intelligence and groundwater pollution risks.

Chemosphere Aug 24, 2024
The Landfill plays an important role in urban development and waste disposal. However, landfill leachate may also bring more serious pollution and health risks to the surrounding groundwater environment. Compared with other areas, the area around the...
Water Pollutants, Chemical Water Pollution Refuse Disposal Waste Disposal Facilities Artificial Intelligence Groundwater Risk Assessment Water Quality Algorithms Environmental Monitoring
View on PubMed DOI

Exploring artificial intelligence role in improving service building engagement in sorting.

Waste management (New York, N.Y.) Aug 22, 2024
Waste management researchers have identified that the correct disposal of solid waste is better addressed upstream, where people properly sort their solid waste. Sorting solid waste is a practice that requires a behaviour friendly to sorting and will...
Solid Waste Waste Management Refuse Disposal Humans Artificial Intelligence
View on PubMed DOI
Popular Topics
Recent Journals