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• W4311342898 endingPage "109155" @default.
• W4311342898 startingPage "109155" @default.
• W4311342898 abstract "Achieving the stable operation of anammox-based wastewater treatment plants at comparatively low temperature and high organic concentrations is still a challenge. A limited number of studies have systematically investigated the performance of anammox-based systems with different microbial morphologies under mainstream conditions. Big data analysis of previous publications was performed. Based on this, we used various options to test wastewater treatment plant performance. Granule help the wastewater treatment system avoid the low temperature and mesophilic conditions. The next best option was biofilm, while the suspended sludge option performed the worst of all the treatment plants. The chemical oxygen demand concentration over 100 mg/L limited nitrogen removal. Higher temperatures however tempered this effect. The Spearman correlation analysis also verified the observed effects of temperature and organic matter on the efficiency of nitrogen removal. The calculated apparent activation energies of microorganisms in the granular sludge, the biofilm, the integrated fixed activated sludge (IFAS), and the suspended sludge were 26, 47, 118 and 120 kJ/mol, respectively. The granules and biofilm were more effective in treating the wastewater since they could resist the low and mesophilic temperatures. To predict the results of the nitrogen removal rate of the four different microbial morphologies, the Gaussian process regression model performed the best. When the correlation analysis was combined with the quantitative calculation, the inhibition ratio of low temperature on the anammox process was 63%, 91%, and 90% for the granular sludge, the biofilm, and the IFAS, respectively. We recommend using the granule morphology for wastewater treatment under mainstream conditions." @default.
• W4311342898 created "2022-12-25" @default.
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• W4311342898 date "2023-02-01" @default.
• W4311342898 modified "2023-10-16" @default.
• W4311342898 title "Comprehensively investigating performance and potential mechanism of anammox-based nitrogen removal process with different microbial morphologies under mainstream conditions" @default.
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• W4311342898 doi "https://doi.org/10.1016/j.jece.2022.109155" @default.
• W4311342898 hasPublicationYear "2023" @default.
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