C/N ratio effect on oily wastewater treatment using column type SBR: machine learning prediction and metagenomics study

The sequencing batch reactor has emerged as a promising technology in treating wastewater; however, its application in the treatment of generated water still needs to be explored. This research gap led to the investigation of various carbon-to-nitrogen (C/N) ratios in a column-type sequencing batch reactor (cSBR). The resulting data and model demonstrated that augmenting the SND process with an external carbon source is effective until the C/N ratio reaches 15, ultimately eliminating nitrogen in the produced water. Conversely, a reduced C/N ratio can limit the ability of polyphosphate-accumulating organisms to incorporate carbon into polyphosphate synthesis, thereby decreasing phosphorus removal efficiency within the cSBR. When the C/N ratio ranged from 6 to 8, and the mixed liquor suspended solids concentration was high, the average phosphate removal was approximately 55%, compared to only around 25% when the C/N ratio was less than 6.

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Publication Details

Journal
Scientific Reports
Published
2024-10-03
DOI
https://doi.org/10.1038/s41598-024-72490-0
Citations
5
Primary Topic
Water Quality Monitoring Technologies
Type
article
Field-Weighted Citation Impact
1.01

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article

C/N ratio effect on oily wastewater treatment using column type SBR: machine learning prediction and metagenomics study

Praveen C. Ramamurthy, Abhradeep Majumder, Isam H. Aljundi, Dahiru Umar Lawal et al.
5 citations
Scientific Reports
Water Quality Monitoring Technologies
1.01
article

C/N ratio effect on oily wastewater treatment using column type SBR: machine learning prediction and metagenomics study

Praveen C. Ramamurthy, Abhradeep Majumder, Isam H. Aljundi, Dahiru Umar Lawal, Izharul Haq Farooqi, Nadeem Ahmad Khan, Nastaran Mozaffari, Simranjeet Singh, Sandra Kathott Prakash
article en
5 citations

Abstract

The sequencing batch reactor has emerged as a promising technology in treating wastewater; however, its application in the treatment of generated water still needs to be explored. This research gap led to the investigation of various carbon-to-nitrogen (C/N) ratios in a column-type sequencing batch reactor (cSBR). The resulting data and model demonstrated that augmenting the SND process with an external carbon source is effective until the C/N ratio reaches 15, ultimately eliminating nitrogen in the produced water. Conversely, a reduced C/N ratio can limit the ability of polyphosphate-accumulating organisms to incorporate carbon into polyphosphate synthesis, thereby decreasing phosphorus removal efficiency within the cSBR. When the C/N ratio ranged from 6 to 8, and the mixed liquor suspended solids concentration was high, the average phosphate removal was approximately 55%, compared to only around 25% when the C/N ratio was less than 6.

Scientific ReportsVol. 14(1)
King Fahd University of Petroleum and Minerals (SA), Indian Institute of Technology Roorkee (IN), Aligarh Muslim University (IN), Birla Institute of Technology and Science - Hyderabad Campus (IN), Université Laval (CA), Indian Institute of Science Bangalore (IN)
King Fahd University of Petroleum and Minerals
Clean water and sanitation
Openalex Percentile: Top 25%
Water Quality Monitoring Technologies
1.01
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