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Your search keyword '"Muhammad Nouman Aslam"' showing total 2 results
Start Over Author "Muhammad Nouman Aslam" Journal bioresource technology
2 results on '"Muhammad Nouman Aslam"'

2. Comparative study of machine learning methods integrated with genetic algorithm and particle swarm optimization for bio-char yield prediction

Author

Zeeshan Ul Haq, Hafeez Ullah, Muhammad Nouman Aslam Khan, Salman Raza Naqvi, Abdul Ahad, and Nor Aishah Saidina Amin

Subjects
Machine Learning, History, Environmental Engineering, Polymers and Plastics, Renewable Energy, Sustainability and the Environment, Charcoal, Bioengineering, General Medicine, Business and International Management, Waste Management and Disposal, Industrial and Manufacturing Engineering, Algorithms, Pyrolysis
Abstract

In this study, Machine learning (ML) models integrated with genetic algorithm (GA) and particle swarm optimization (PSO) have been developed to predict, evaluate, and analyze biochar yield using biomass properties and process operating conditions. Comparative study of different ML algorithms integrated with GA and PSO were performed to improve the ML models architecture and parameters selection. The results proposed that Ensembled Learning Tree (ELT-PSO) model outperformed all other models and is favored for biochar yield prediction (R

Published
2022

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