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Multi-parameter optimization and predictive modeling of pyrolysis of walnut shells in fixed bed reactor using response surface methodology and machine learning algorithms

Deepak Bhushan, Khushi Tomar, Prasenjit Mondal

2025Journal of Analytical and Applied Pyrolysis8 citationsDOI

Topics & Concepts

PyrolysisResponse surface methodologyAlgorithmSurface (topology)Computer scienceMaterials scienceChemical engineeringMachine learningMathematicsEngineeringGeometryThermochemical Biomass Conversion ProcessesIron and Steelmaking ProcessesRadiative Heat Transfer Studies
Multi-parameter optimization and predictive modeling of pyrolysis of walnut shells in fixed bed reactor using response surface methodology and machine learning algorithms | Litcius