Predict
Your
Gases
Unleash the power of biomass gasification with high-accuracy predictions.
Our innovative estimation tool predicts hydrogen (Hâ‚‚) and carbon dioxide (COâ‚‚) yield with exceptional accuracy. Simply enter your biomass characteristics and operating condition, and our ML model takes care of the rest.
Photos by Tomasz Filipek, Tijana Drndarski, Jas Min, and Ivan Bandura from Unsplash
Our Work
Machine Learning Models
We have developed advanced machine learning models capable of accurately predicting the production of hydrogen (Hâ‚‚) and carbon dioxide (COâ‚‚) from the gasification of biomass.
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Biomass Blending
Using the insights gained from our multi-objective optimization studies, we have determined the optimal mixing ratios for various biomass feedstocks available in Thailand.
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Multi-objective Optimization
Building upon our developed machine learning models, we have implemented a multi-objective optimization (MOO) approach to simultaneously minimize COâ‚‚ emissions and maximize Hâ‚‚ production from biomass gasification.
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GitHub
Our GitHub repository serves as a centralized platform for sharing our data, code implementations, and research publications. You can access our public repositories here.