Published on 01 January 2026

Black liquor valorization Machine learning model

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MAHANTY, BISWANATH;Quraishi, Raushan

Description

This data set used microbial fermentation system adopting constant initial COD or constant sucrose COD with BL COD supplementation. Each batch have multiple sets with replicate. This data set is used to model COD consumption, biomass, polymer production. The model is further used to optimize the yield.

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Keywords

Artificial Neural NetworkMachine LearningMulti-Objective OptimizationRandom Decision ForestBayesian Optimization