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Integration of artificial intelligence into biogas plant operation
Citation Link: https://doi.org/10.15480/882.3241
Publikationstyp
Journal Article
Date Issued
2021-01-02
Sprache
English
TORE-DOI
TORE-URI
Journal
Volume
9
Start Page
1
End Page
18
Article Number
85
Citation
Processes 9 (1): 85 (2021)
Publisher DOI
Scopus ID
Publisher
Multidisciplinary Digital Publishing Institute
In the biogas plants, organic material is converted to biogas under anaerobic conditions through physical and biochemical processes. From supply of the raw material to the arrival of the products to customers, there are serial processes which should be sufficiently monitored for optimizing the efficiency of the whole process. In particular, the anaerobic digestion process, which consists of sequential complex biological reactions, requires improved monitoring to prevent inhibition. Conventional implemented methods at the biogas plants are not adequate for monitoring the operational parameters and finding the correlation between them. As Artificial Intelligence has been integrated in different areas of life, the integration of it into the biogas production process will be inevitable for the future of the biogas plant operation. This review paper first examines the need for monitoring at the biogas plants with giving details about the process and process monitoring as well. In the following sections, the current situation of implementations of Artificial Intelligence in the biogas plant operation and in the similar industries will be represented. Moreover, considering that all the information gathered from literature and operational needs, an implementation model will be presented.
DDC Class
620: Ingenieurwissenschaften
Publication version
publishedVersion
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