Artificial intelligence model for monitoring biomass growth in semi-batch Chlorella vulgaris cultivation

AP Peter, KW Chew, A Pandey, SY Lau, S Rajendran… - Fuel, 2023 - Elsevier
There is a great demand for a clean, economical, and long-term energy source, due to the
depletion of fossil fuels. Large-scale production of microalgae biomass for biofuel production …

Chlorella vulgaris FSP-E cultivation in waste molasses: Photo-to-property estimation by artificial intelligence

GY Yew, BK Puah, KW Chew, SY Teng… - Chemical Engineering …, 2020 - Elsevier
This progress of industry revolution, which involves reutilizing waste materials and
simplifying complex procedures of analysis through artificial intelligent (AI), are the current …

Environmental analysis of Chlorella vulgaris cultivation in large scale closed system under waste nutrient source

AP Peter, X Tan, JY Lim, KW Chew, AK Koyande… - Chemical Engineering …, 2022 - Elsevier
Scaling up algal cultures to large volumes for commercial production is a challenging task
that involves high capital and operating cost. Hence, the feasibility of a laboratory scale …

Cultivation of Chlorella vulgaris on dairy waste using vision imaging for biomass growth monitoring

AP Peter, KW Chew, AK Koyande, S Yuk-Heng… - Bioresource …, 2021 - Elsevier
Continuous automation of conventional industrial operations with smart technology have
drawn significant attention. Firstly, the study investigates on optimizing the proportion of …

Dark mode of microalga—a sustainable and economical solution for microalgal biofuel production and waste treatment

S Jareonsin, K Mahanil, K Duangjan… - Bioresource Technology …, 2023 - Elsevier
The heterotrophic mode, along with recyclable wastewater, plays a crucial role in
addressing water shortages and limitations in trophic cultivation to produce valuable …

Enhancing microalga Chlorella sorokiniana CY-1 biomass and lipid production in palm oil mill effluent (POME) using novel-designed photobioreactor

WY Cheah, PL Show, YJ Yap, HF Mohd Zaid… - …, 2020 - Taylor & Francis
Chlorella sorokiniana CY-1 was cultivated using palm oil mill effluent (POME) in a novel-
designed photobioreactor (NPBR) and glass-made vessel photobioreactor (PBR). The …

Optimization of heterotrophic cultivation of Chlorella sp. HS2 using screening, statistical assessment, and validation

HS Kim, WK Park, B Lee, G Seon, WI Suh, M Moon… - Scientific Reports, 2019 - nature.com
The heterotrophic cultivation of microalgae has a number of notable advantages, which
include allowing high culture density levels as well as enabling the production of biomass in …

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 …

Exploring the critical factors of algal biomass and lipid production for renewable fuel production by machine learning

A Coşgun, ME Günay, R Yıldırım - Renewable Energy, 2021 - Elsevier
In this work, the algal biomass productivity and its lipid content were explored using a
database containing 4670 instances extracted from the experimental results reported in 102 …

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 …