Algorithms for Optimizing Energy Consumption for Fermentation Processes in Biogas Production
Ładowanie...
Data
2023
Inny tytuł
Typ
Artykuł recenzyjny
Redaktor
dc.contributor.advisor
Dyscyplina PBN
Ekonomia i finanse
Informatyka techniczna i telekomunikacja
Informatyka techniczna i telekomunikacja
Czasopismo lub seria
Energies
ISSN
1996-1073
ISBN
DOI
10.3390/en16247972
Strona internetowa
Wydawca
Wydawca
Wydanie
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Strony od-do
Tytuł monografii
item.page.defence
Tytuł tomu
Opis
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Abstrakt (en)
Problems related to reducing energy consumption constitute an important basis for scien tific research worldwide. A proposal to use various renewable energy sources, including creating a biogas plant, is emphasized in the introduction of this article. However, the indicated solutions require continuous monitoring and control to maximise the installations’ effectiveness. The authors took up the challenge of developing a computer solution to reduce the costs of maintaining techno logical process monitoring systems. Concept diagrams of a metrological system using multi-sensor techniques containing humidity, temperature and pressure sensors coupled with Electrical Impedance Tomography (EIT) sensors were presented. This approach allows for effective monitoring of the anaerobic fermentation process. The possibility of reducing the energy consumed during installation operation was proposed, which resulted in the development of algorithms for determining alarm states, which are the basis for controlling the frequency of technological process measurements. Implementing the idea required the preparation of measurement infrastructure and an analytical engine based on AI techniques, including an expert system and developed algorithms. Numerous time-consuming studies and experiments have confirmed reduced energy consumption, which can be successfully used in biogas productio