Artificial intelligence and machine learning tools for high-performance microalgal wastewater treatment and algal biorefinery: A critical review

RK Oruganti, AP Biji, T Lanuyanger, PL Show… - Science of The Total …, 2023 - Elsevier
The increased water scarcity, depletion of freshwater resources, and rising environmental
awareness are stressing for the development of sustainable wastewater treatment …

Microalgae conversion to alternative energy, operating environment and economic footprint: An influential approach towards energy conversion, and management

RK Goswami, K Agrawal, HM Upadhyaya… - Energy Conversion and …, 2022 - Elsevier
Microalgae (MA) biorefinery is a vital platform for the conversion of biomass into biofuels,
biomaterials, and bioactive substances and it can remediate the pollutant from the …

Revisiting competitiveness of hydrogen and algae biodiesel

J Maroušek, O Strunecký, V Bartoš, M Vochozka - Fuel, 2022 - Elsevier
There is a shared belief across latest literature that hydrogen and algae biodiesel are
promising substitutes for fossil fuels. However, hydrogen infrastructure for everyday mobility …

[HTML][HTML] Intelligent learning algorithms integrated with feature engineering for sustainable groundwater salinization modelling: Eastern Province of Saudi Arabia

MA Yassin, AG Usman, SI Abba, DU Ozsahin… - Results in …, 2023 - Elsevier
Groundwater (GW) salinization refers to the natural or human-induced process of GW
acquiring a higher level of salt content. While geological factors or proximity to the ocean …

Bridging artificial intelligence and fucoxanthin for the recovery and quantification from microalgae

JWR Chong, DYY Tang, HY Leong, KS Khoo… - …, 2023 - Taylor & Francis
Fucoxanthin is a carotenoid that possesses various beneficial medicinal properties for
human well-being. However, the current extraction technologies and quantification …

Microalgal biorefineries: Advancement in machine learning tools for sustainable biofuel production and value-added products recovery

S Kavitha, YK Ravi, G Kumar, YK Nandabalan - Journal of Environmental …, 2024 - Elsevier
The microalgae can be converted into biofuels, biochemicals, and bioactive compounds in a
biorefinery. Recently, designing and executing more viable and sustainable biofuel …

Hybrid extreme gradient boosting and nonlinear ensemble models for suspended sediment load prediction in an agricultural catchment

G Gelete - Water Resources Management, 2023 - Springer
In this study, four individual models namely Hammerstein-Weiner (HW), Extreme Learning
Machine (ELM), Long Short-Term Memory (LSTM) and Least Square Support Vector …

Antimicrobial activity of Spirulina platensis extract on total mesophilic and psychrophilic bacteria of fresh tilapia fillet

WA Metekia, BH Ulusoy - Scientific Reports, 2023 - nature.com
Spirulina platensis has a wide range of activities, notably antibacterial property against food
pathogens. This study investigates the antibacterial activity of S. platensis extract on Total …

COVID-19 Prediction Using Black-Box Based Pearson Correlation Approach

D Uzun Ozsahin, E Precious Onakpojeruo… - Diagnostics, 2023 - mdpi.com
The novel coronavirus (COVID-19), also known as SARS-CoV-2, is a highly contagious
respiratory disease that first emerged in Wuhan, China in 2019 and has since become a …

Exploring ANFIS application based on actual data from wastewater treatment plant for predicting effluent removal quality of selected major pollutants

L Qiao, P Yang, Q Leng, L Xu, Y Bi, J Xu… - Journal of Water …, 2023 - Elsevier
Efficient simultaneous multi-pollutant removal in wastewater treatment plants (WWTPs) is of
critical importance in meeting increasingly stringent discharge standards. This study …