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Importance of artificial intelligence to support the process of anaerobicdigestion of kitchen waste with bioplastics / Znaczenie sztucznej inteligencji we wspomaganiu procesu beztlenowej fermentacji odpadów kuchennych zawierających bioplastiki
Abstract
Artificial intelligence (AI) and machine learning were used to obtain more effective methods for conducting the digestion process and achieving final products. Data acquisition was carried out by an automatic monitoring and anal. research. The knowledge describing the anaerobic digestion process was summarized in the form of rules: IF (premise) THEN (conclusion). The compiled set of rules created a knowledge base of the expert system, which was used to run the anaerobic digestion process and provided instructions to the operator. Knowledge rules were updated and developed during the process. The construction of a mobile laboratory system for the anaerobic digestion of kitchen and food waste, the tech. devices, the structure of the AI system, and selected knowledge rules were presented.
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- Publication version
- Accepted or Published Version
- DOI:
- Digital Object Identifier (open in new tab) 10.15199/62.2024.6.6
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- Category:
- Articles
- Type:
- artykuły w czasopismach
- Published in:
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Przemysł Chemiczny
pages 711 - 719,
ISSN: 0033-2496 - Language:
- English
- Publication year:
- 2024
- Bibliographic description:
- Arendt R., Kopczyński A., Hupka J., Grabowiec A.: Importance of artificial intelligence to support the process of anaerobicdigestion of kitchen waste with bioplastics / Znaczenie sztucznej inteligencji we wspomaganiu procesu beztlenowej fermentacji odpadów kuchennych zawierających bioplastiki// Przemysł Chemiczny -Vol. 6,iss. 103 (2024), s.711-719
- DOI:
- Digital Object Identifier (open in new tab) 10.15199/62.2024.6.6
- Sources of funding:
- Verified by:
- Gdańsk University of Technology
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