Kawthar Alelg on Muck Rack

Kawthar Alelg

As seen in: ACS Publications
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Articles

Data-Driven Approach for Predicting Gasoline Yield in an FCC Unit Charged with Light and Heavy Feedstocks: A PCA-Guided Grouping for Enhanced Modeling Experience

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By Abdulkadir Tanimu, Saheed A. Ganiyu, Kawthar Alelg, Azzam Alfarraj
| dx.doi.org
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Data-Driven Approach for Predicting Gasoline Yield in an FCC Unit Charged with Light and Heavy Feedstocks: A PCA-Guided Grouping for Enhanced Modeling Experience

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By Kawthar Alelg, Azzam Alfarraj, Abdulkadir Tanimu, Saheed A. Ganiyu
| ACS Publications
Abstract Click to copy section linkSection link copied! This work introduces a feed-aware modeling framework that integrates ensemble anomaly detection, PCA-based segmentation integrated with feed chemistry, and Bayesian-optimized regression to improve the model performance of a Fluid Catalytic Cracking (FCC) unit using pilot-plant experimental data.
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