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-based wastewater treatment for developing economic and environmental sustainability: Current status and future prospects

P Srimongkol, P Sangtanoo, P Songserm… - … in Bioengineering and …, 2022 - frontiersin.org
Over the last several decades, concerns about climate change and pollution due to human
activity has gained widespread attention. Microalgae have been proposed as a suitable …

Harnessing the potential of microalgae-bacteria interaction for eco-friendly wastewater treatment: a review on new strategies involving machine learning and artificial …

S Sahu, A Kaur, G Singh, SK Arya - Journal of Environmental Management, 2023 - Elsevier
In the pursuit of effective wastewater treatment and biomass generation, the symbiotic
relationship between microalgae and bacteria emerges as a promising avenue. This …

Microalgae-based biorefineries for sustainable resource recovery from wastewater

RK Goswami, S Mehariya, P Verma… - Journal of Water …, 2021 - Elsevier
Extensive and improper utilization of water from industrial, municipal, and agricultural
activities generate 380 trillion L/y of wastewater worldwide. Wastewaters from different …

Integrated approach for wastewater treatment and biofuel production in microalgae biorefineries

S Mehariya, RK Goswami, P Verma, R Lavecchia… - Energies, 2021 - mdpi.com
The increasing world population generates huge amounts of wastewater as well as large
energy demand. Additionally, fossil fuel's combustion for energy production causes the …

Valorization of wastewater resources into biofuel and value-added products using microalgal system

K Arora, P Kaur, P Kumar, A Singh… - Frontiers in Energy …, 2021 - frontiersin.org
Wastewater is not a liability, instead considered as a resource for microbial fermentation and
value-added products. Most of the wastewater contains various nutrients like nitrates and …

Real-time integration of microalgae-based bioremediation in conventional wastewater treatment plants: Current status and prospects

GKSH Nishshanka, B Thevarajah… - Journal of Water …, 2023 - Elsevier
With rising water scarcity leading to a risk of affecting 1.69 to 2.37 billion people in urban
residents, the treatment and reuse of wastewater have been identified as one of the main …

Perspectives on the feasibility of using microalgae for industrial wastewater treatment

Y Wang, SH Ho, CL Cheng, WQ Guo, D Nagarajan… - Bioresource …, 2016 - Elsevier
Although microalgae can serve as an appropriate alternative feedstock for biofuel
production, the high microalgal cultivation cost has been a major obstacle for …

Machine learning-based optimisation of microalgae biomass production by using wastewater

V Singh, M Verma, MS Chivate, V Mishra - Journal of Environmental …, 2023 - Elsevier
Microalgae biomass a valuable resource for energy source and fertilisers. Among all
available media sources, wastewater serves as cost-efficient media for microalgae biomass …

Microalgae from wastewaters to wastelands: Leveraging microalgal research conducive to achieve the UN Sustainable Development Goals

K Singh, FA Ansari, KN Ingle, SK Gupta… - … and Sustainable Energy …, 2023 - Elsevier
The scientific evidence on applications of microalgae in bioremediation of wastewaters,
increasing agricultural productivity, and biomass production strengthens their potential in …