Machine learning-based modeling approaches for estimating pyrolysis products of varied biomass and operating conditions

Earth & Environmental Sciences

• analysis 4%
• artificial neural network 15%
• ash 13%
• biomass 60%
• carbon 9%
• cellulose 15%
• decision 10%
• effect 3%
• gas 8%
• liquid 10%
• machine learning 100%
• modeling 41%
• oil 9%
• product 48%
• pyrolysis 89%
• temperature 6%

Engineering & Materials Science

• Ashes 17%
• Biomass 90%
• Carbon 12%
• Cellulose 18%
• Decision trees 16%
• Gases 9%
• Liquids 11%
• Machine learning 73%
• Neural networks 10%
• Oils 10%
• Pyrolysis 94%
• Random forests 17%
• Temperature 6%

Chemical Compounds

• Carbon Atom 15%
• Liquid 18%
• Pyrolysis 69%
• Reaction Yield 27%