Using SVM-RSM and ELM-RSM approaches for optimizing the production process of methyl and ethyl esters

Mathematics

• Extreme Learning Machine 100%
• Response Surface Methodology 79%
• Support Vector Machine 66%
• Adaptive Neuro-fuzzy Inference System 36%
• Catalyst 23%
• Artificial Neural Network 22%
• Prediction 14%
• Alcohol 12%
• Hybrid Model 12%
• Correlation coefficient 9%
• Experimental Data 8%
• Optimization 6%
• Testing 6%
• Standards 4%
• Estimate 4%
• Model 2%

Engineering & Materials Science

• Esters 58%
• Support vector machines 42%
• Machine learning 38%
• Fuzzy inference 13%
• Catalysts 11%
• Oils 8%
• Transesterification 8%
• Neural networks 8%
• Molar ratio 7%
• Cooking 7%
• Alcohols 7%
• Temperature 5%
• Testing 3%