Production and performance evaluation of biodiesel from Elaeis guineensis using natural snail shell-based heterogeneous catalyst: kinetics, modeling and optimisation by artificial neural network.
Chinwe P OkonkwoVincent I E AjiweAlexander I IkeubaWilfred EmoriModestus O OkwuJude Ikechukwu AyoguPublished in: RSC advances (2023)
This study presents an approach to produce biodiesel from Elaeis guineensis using natural heterogeneous catalysts derived from raw, calcined, and acid-activated forms of waste snail shells. The catalysts were thoroughly characterized using SEM, and process parameters were systematically evaluated during biodiesel production. Our results demonstrate a remarkable crop oil yield of 58.87%, with kinetic studies confirming second-order kinetics and activation energies of 43.70 kJ mol -1 and 45.70 kJ mol -1 for methylation and ethylation, respectively. SEM analysis identified the calcined catalyst as the most effective, exhibiting remarkable reusability for continuous reactions running up to five times. Moreover, the acid concentration from exhaust fumes yielded a low acid value (B100 0.0012 g dm -3 ), significantly lower than that of petroleum diesel, while the fuel properties and blends satisfied the ASTM standards. The sample-heavy metals were well within acceptable limits, confirming the quality and safety of the final product. Our modelling and optimization approach produced a remarkably low mean squared error (MSE) and a high coefficient of determination ( R ), providing strong evidence for the viability of this approach at an industrial scale. Our results represent a significant input in sustainable biodiesel production and underscore the enormous potential of natural heterogeneous catalysts derived from waste snail shells for achieving sustainable and environmentally friendly biodiesel production.
Keyphrases
- heavy metals
- highly efficient
- epithelial mesenchymal transition
- neural network
- metal organic framework
- risk assessment
- sewage sludge
- ionic liquid
- room temperature
- climate change
- transition metal
- magnetic resonance
- health risk
- reduced graphene oxide
- metabolic syndrome
- particulate matter
- adipose tissue
- genome wide
- signaling pathway
- fatty acid
- diffusion weighted imaging
- density functional theory
- skeletal muscle
- municipal solid waste
- liquid chromatography
- anaerobic digestion
- weight loss