Application of machine learning in anaerobic digestion: Perspectives and challenges
Anaerobic digestion (AD) is widely adopted for remediating diverse organic wastes with
simultaneous production of renewable energy and nutrient-rich digestate. AD process …
simultaneous production of renewable energy and nutrient-rich digestate. AD process …
Common principles and best practices for engineering microbiomes
Despite broad scientific interest in harnessing the power of Earth's microbiomes, knowledge
gaps hinder their efficient use for addressing urgent societal and environmental challenges …
gaps hinder their efficient use for addressing urgent societal and environmental challenges …
Anaerobic co-digestion process for biogas production: Progress, challenges and perspectives
Globally, there is increasing awareness that renewable energy and energy efficiency are
vital for both creating new economic opportunities and controlling the environmental …
vital for both creating new economic opportunities and controlling the environmental …
Modifications to the anaerobic digestion model no. 1 (ADM1) for enhanced understanding and application of the anaerobic treatment processes–A comprehensive …
R Mo, W Guo, D Batstone, J Makinia, Y Li - Water Research, 2023 - Elsevier
Anaerobic digestion (AD) is a promising method for the recovery of resources and energy
from organic wastes. Correspondingly, AD modelling has also been developed in recent …
from organic wastes. Correspondingly, AD modelling has also been developed in recent …
Achievements and perspectives of anaerobic co-digestion: A review
MNI Siddique, ZA Wahid - Journal of cleaner production, 2018 - Elsevier
The world is now seeking sources of renewable energy that are both economical and
environmentally friendly. Purified biogas is one essential source of renewable energy that …
environmentally friendly. Purified biogas is one essential source of renewable energy that …
Predicting the performance of anaerobic digestion using machine learning algorithms and genomic data
Modeling of anaerobic digestion (AD) is crucial to better understand the process dynamics
and to improve the digester performance. This is an essential yet difficult task due to the …
and to improve the digester performance. This is an essential yet difficult task due to the …
Anaerobic fermentation for n-caproic acid production: a review
Anaerobic fermentation-based technologies are used for treating organic residues, and
producing high value-added products, such as solvents, gases, and organic acids. Among …
producing high value-added products, such as solvents, gases, and organic acids. Among …
Anaerobic co-digestion: A critical review of mathematical modelling for performance optimization
Anaerobic co-digestion (AcoD) is a pragmatic approach to simultaneously manage organic
wastes and produce renewable energy. This review demonstrates the need for improving …
wastes and produce renewable energy. This review demonstrates the need for improving …
Prediction of anaerobic digestion performance and identification of critical operational parameters using machine learning algorithms
Abstract Machine learning has emerges as a novel method for model development and has
potential to be used to predict and control the performance of anaerobic digesters. In this …
potential to be used to predict and control the performance of anaerobic digesters. In this …
[HTML][HTML] The future agricultural biogas plant in Germany: A vision
S Theuerl, C Herrmann, M Heiermann, P Grundmann… - Energies, 2019 - mdpi.com
After nearly two decades of subsidized and energy crop-oriented development, agricultural
biogas production in Germany is standing at a crossroads. Fundamental challenges need to …
biogas production in Germany is standing at a crossroads. Fundamental challenges need to …