A review on machine learning approaches for microalgae cultivation systems

T Syed, F Krujatz, Y Ihadjadene, G Mühlstädt… - Computers in biology …, 2024 - Elsevier
Microalgae plays a crucial role in biomass production within aquatic environments and are
increasingly recognized for their potential in generating biofuels, biomaterials, bioactive …

Co-pyrolysis of microalgae and other biomass wastes for the production of high-quality bio-oil: Progress and prospective

G Su, HC Ong, YY Gan, WH Chen, CT Chong… - Bioresource …, 2022 - Elsevier
Microalgae are the most prospective raw materials for the production of biofuels, pyrolysis is
an effective method to convert biomass into bioenergy. However, biofuels derived from the …

Bioenergy potential of Saccharum bengalense through pyrolysis, reaction kinetics, TG-FTIR-GCMS analysis of pyrolysis products, and validation of the pyrolysis data …

A Asghar, CG Liu, I Ali, AZ Khan, H Zhu, N Wang… - Chemical Engineering …, 2023 - Elsevier
Saccharum bengalense grows on non-arable lands throughout the world. Its oven-dried
biomass showed 18.05±0.37 (MJ kg− 1) of High Heating Value (HHV), 76.47±0.58% of …

Effect of peanut and sunflower shell ash on properties of sustainable high-strength concrete

M Amin, AM Zeyad, IS Agwa, AM Heniegal - Journal of Building …, 2024 - Elsevier
The aim of this study is to utilize agricultural waste ash as a partial replacement for cement to
create sustainable high-strength concrete (SHSC). A maximum of 40% of the cement mass …

Synergistic effects of catalytic co-pyrolysis of corn cob and HDPE waste mixtures using weight average global process model

JX Liew, ACM Loy, BLF Chin, A AlNouss, M Shahbaz… - Renewable Energy, 2021 - Elsevier
ABSTRACT (200 words) Synergistic effects and kinetic parameters for binary mixtures of
corn cob and high-density polyethylene (HDPE) in co-pyrolysis with the presence of …

Characteristics and synergistic effects of co-pyrolysis of microalgae with polypropylene

L Jiang, Z Zhou, H **ang, Y Yang, H Tian, J Wang - Fuel, 2022 - Elsevier
To further improve the quality of microalgae-derived bio-oil, the characteristics, kinetic
parameters and product distribution of the co-pyrolysis of polypropylene (PP) and Chlorella …

Investigation of the co-pyrolysis of coal slime and coffee industry residue based on machine learning methods and TG-FTIR: Synergistic effect, kinetics and …

Z Ni, H Bi, C Jiang, C Wang, J Tian, W Zhou, H Sun… - Fuel, 2021 - Elsevier
In this study, thermogravimetry and Fourier transform infrared spectroscopy (TG-FTIR) were
used to analyze the co-pyrolysis characteristics of coal slime (CS) and coffee industry …

[HTML][HTML] Co-pyrolysis of Chlorella vulgaris with plastic wastes: Thermal degradation, kinetics and Progressive Depth Swarm-Evolution (PDSE) neural network-based …

IJY Tan, ACM Loy, BLF Chin, KW Cheah… - Green Technologies and …, 2024 - Elsevier
The search of sustainable route for biofuel production from renewable biomass have
garnered wide interest to seek for various routes without compromising the environment. Co …

Pyrolysis of macadamia nut peel using multicomponent Gaussian kinetic modeling and ANN analysis

Y Wang, S Yang, G Bao, H Wang - Biomass and Bioenergy, 2024 - Elsevier
The physicochemical properties of macadamia nut peel (MNP) were explored based on
pyrolysis characteristics, kinetics, thermodynamic parameters, reaction mechanism, and …

Machine learning for algal biofuels: a critical review and perspective for the future

A Coşgun, ME Günay, R Yıldırım - Green Chemistry, 2023 - pubs.rsc.org
In this work, machine learning (ML) applications in microalgal biofuel production are
reviewed. First, the basic steps of algal biofuel production are summarized followed by a …