AIMC Topic: Biofuels

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Synergisms of machine learning and constraint-based modeling of metabolism for analysis and optimization of fermentation parameters.

Biotechnology journal Sep 2, 2021
Recent noteworthy advances in developing high-performing microbial and mammalian strains have enabled the sustainable production of bio-economically valuable substances such as bio-compounds, biofuels, and biopharmaceuticals. However, to obtain an in...
Models, Biological Fermentation Biofuels Machine Learning Genotype
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Production of biofuels from biomass: Predicting the energy employing artificial intelligence modelling.

Bioresource technology Jul 23, 2021
Bioenergy may be a major replacement of fossil fuels which can make the path easier for sustainable development and decrease the dependency on conventional sources of energy. The main concern with the bioenergy is the availability of feedstock, deali...
Biofuels Physical Phenomena Artificial Intelligence Fossil Fuels Biomass
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Developing a Novel Method for Estimating the Speed of Sound in Biodiesel Known as Grey Wolf Optimizer Support Vector Machine Algorithm.

BioMed research international Jul 2, 2021
In the current study, our goal was to obtain a robust model to predict the speed of sound in biodiesel. For this purpose, an extensive databank has been extracted from previously published papers. Then, a Support Vector Machine (SVM) has been optimiz...
Models, Theoretical Support Vector Machine Sound Biofuels Regression Analysis
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A machine learning Automated Recommendation Tool for synthetic biology.

Nature communications Sep 25, 2020
Synthetic biology allows us to bioengineer cells to synthesize novel valuable molecules such as renewable biofuels or anticancer drugs. However, traditional synthetic biology approaches involve ad-hoc engineering practices, which lead to long develop...
Machine Learning Fatty Acids Synthetic Biology Biofuels Escherichia coli Bayes Theorem Beer Saccharomyces cerevisiae Metabolic Engineering Dodecanol
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A spiking neural network-based long-term prediction system for biogas production.

Neural networks : the official journal of the International Neural Network Society Jun 5, 2020
Efficient energy production from biomass is a central issue in the context of clean alternative energy resource. In this work we propose a novel model based on spiking neural networks cubes in order to model the chemical processes that goes on in a d...
Biofuels Anaerobiosis Neurons Neural Networks, Computer Forecasting
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Enhanced Fermentable Sugar Production from Enteromorpha Polysaccharides by the Crude Enzymes of Vibrio sp. H11.

Journal of molecular microbiology and biotechnology Mar 6, 2020
In recent years, large-scale outbreaks of the green alga Enteromorpha prolifera in China's offshore waters have posed a serious threat. This study aimed to improve Enteromorpha polysaccharide (EP) enzymatic sugar production using the hydrolase system...
Fermentation Biofuels Industrial Microbiology Vibrio Ulva Glycoside Hydrolases Bacterial Proteins Hydrolysis Polysaccharides
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Analysis of noise pollution emitted by stationary MF285 tractor using different mixtures of biodiesel, bioethanol, and diesel through artificial intelligence.

Environmental science and pollution research international May 26, 2019
In the present study, the noise pollution from different compositions of biodiesel, bioethanol, and diesel fuels in a four-cylinder and four-stroke engine of MF285 tractor was studied. Further, the noise pollution was measured from two positions, the...
Biofuels Gasoline Noise, Transportation Environmental Monitoring Noise Artificial Intelligence
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Innovation hotspots in food waste treatment, biogas, and anaerobic digestion technology: A natural language processing approach.

The Science of the total environment Apr 7, 2019
The objective of this study is to apply natural language processing to identifying innovative technology trends related to food waste treatment, biogas, and anaerobic digestion. The methodology used involved analyzing large volumes of text data mined...
Refuse Disposal Anaerobiosis Methane Biofuels Food Bioreactors Natural Language Processing
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Improving the environmental impact of palm kernel shell through maximizing its production of hydrogen and syngas using advanced artificial intelligence.

The Science of the total environment Dec 19, 2018
Fossil fuel depletion and the environmental concerns have been under discussion for energy production for many years and finding new and renewable energy sources became a must. Biomass is considered as a net zero CO energy source. Gasification of bio...
Arecaceae Biofuels Fuzzy Logic Nuts Hydrogen Pyrolysis Conservation of Energy Resources Gases
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Enrichment of thermophilic and mesophilic microbial consortia for efficient degradation of corn stalk.

Journal of environmental sciences (China) Jul 29, 2018
Six different environmental samples were applied to enrich microbial consortia for efficient degradation of corn stalk, under the thermophilic and mesophilic conditions. The consortium obtained from anaerobic digested sludge under thermophilic condit...
Bioreactors Triticum Biodegradation, Environmental Lignin Polysaccharides Anaerobiosis RNA, Ribosomal, 16S Zea mays Microbial Consortia Cellulose Sewage Biomass Biofuels
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