With new technological advancements managing things is getting smarter and easier. How about applying these technologies to waste management? Yes, after research it has been evident that machine learning can improve biological treatment of organic waste.

A new research published by Tongji University, mentions how machine learning can be used in the biological treatment of organic wastes. It highlights how various ML algorithms can be effective in optimizing processes. The research also provides in-depth information on key algorithms like tree-based models, genetic algorithms, artificial neural networks, and support vector machines.

Enhance Organic Waste Recycling with Machine Learning, says Tongji University research
Pic Credits: Science Direct

To manage organic waste, biological treatment methods like composting, anaerobic digestion, and insect farming are essential. These methods convert waste into valuable resources like organic fertilizers and biogas. However, there are some challenges faced due to the inherent instability and complexity of these systems.

Another research discovered how AI-Powered Fusion Could be the Key to Unlimited Clean Energy

Since traditional control methods are not effective, advanced methods like machine learning (ML) are being explored. ML is expected to improve optimization, monitoring, and prediction, further improving overall sustainability and performance.

Enhance Organic Waste Recycling with Machine Learning, says Tongji University research
Pic Credits: Science Direct

Moreover, the research demonstrates how accurately ML can optimize process parameters, enable real-time monitoring, and predict treatment outcomes. This way, machine learning can improve biological treatment of organic waste.

Source: Applications of machine learning tools for biological treatment of organic wastes

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Elliot is a passionate environmentalist and blogger who has dedicated his life to spreading awareness about conservation, green energy, and renewable energy. With a background in environmental science, he has a deep understanding of the issues facing our planet and is committed to educating others on how they can make a difference.

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