Abstract
In this study, a quick and robust method using automated image analysis was suggested to analyze the size and the shape of biological granules. To verify this method, 6917 hydrogen (H2)-producing granule samples were scrutinized without any special equipment, and the results were statistically (ANOVA, t-test) interpreted at 95% confidence level to examine the effects of low-strength (LS) ultrasonication and effluent recirculation on the granular size and morphology. The fluctuations of both the size and roundness were identified even under same operating conditions. Both LS ultrasonication and effluent recirculation led to a 14% larger mean granular size. In contrast, LS ultrasonication but not recirculation significantly affected the roundness of H2-producing granules. The findings of this study successfully demonstrated the feasibility of the proposed methodology, which can be a useful tool to analyze different types of biogranules.
Original language | English |
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Pages (from-to) | 2246-2252 |
Number of pages | 7 |
Journal | International Journal of Hydrogen Energy |
DOIs | |
State | Published - 22 Jan 2019 |
Bibliographical note
Publisher Copyright:© 2018 Hydrogen Energy Publications LLC
Keywords
- Analysis of variance
- Hydrogen producing granules
- Image analysis
- Roundness