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Virginia Tech

Optimizing Enhanced Biological Phosphorus Removal at WRRFs: Impact of Low DO Operation and Full-Scale Strategies

Abstract

dc:description.abstract

After construction upgrades and implementation of ammonia-based aeration control (ABAC), Hampton Roads Sanitation District's Virginia Initiative Plant (VIP) observed a 69 percent decrease in average dissolved oxygen (DO) concentrations, alongside a 53 percent reduction in average effluent total phosphorus (TP) concentrations from 2019 to 2023. This improvement in effluent quality coincided with the elimination of metal salt addition in 2023. Batch tests conducted from 2020 to 2024 indicated higher phosphorus release and aerobic uptake rates at lower DOs, even at higher temperatures, while 16S rRNA amplicon sequencing analysis suggested a community shift toward polyphosphate-accumulating organisms (PAOs). Statistical analysis revealed that low DO operation (DO concentrations below 1 mg O2/L) did not negatively impact effluent TP concentrations and were positively correlated with increased PAO abundance. High rates of denitrification fueled by internally stored carbon in the post-anoxic zone were found to co-occur with elevated PAO activity, and subsequent batch tests indicated post-anoxic phosphorus uptake rates ranging from 3 to 40 percent of the aerobic phosphorus uptake rates. Removing the aerobic phase in batch tests increased both anoxic phosphorus uptake and denitrification utilizing internally stored carbon. This emergence of post anoxic phosphorus uptake capacity is potentially attributable to the reduction in DO concentrations. The reduction in average aerobic SRT from 8.5 ± 0.4 days in 2021 to 5.7 ± 0.1 days in 2023 was significantly correlated with improved effluent phosphorus quality. An aerobic phosphorus uptake online analyzer at full-scale was demonstrated as an effective tool to indirectly monitor the health of the PAO population and provide continuous data for real time process optimization. Understanding the conditions that improve EBPR at full-scale is important to achieve more stringent phosphorus limits that are anticipated in the future. Implementing the above strategies can reduce aeration energy consumption, metal salt and external carbon requirements, and environmental footprints at WRRFs.

Degree

thesis:*
Name thesis:degree_name
Master of Science
Level thesis:degree_level
masters
Discipline thesis:degree_discipline
Environmental Engineering
Department dc:contributor.department
Environmental Science and Engineering
Grantor dc:publisher
Virginia Tech
Year dc:date.issued
2024

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Doyle, Riley Kate
Chairs dc:contributor.committeechair
  • Pruden, Amy
  • Bott, Charles B.
Committee member dc:contributor.committeemember
  • Knocke, William R.

Subjects

dc:subject × 4

Rights

dc:rights
Statement dc:rights
  • In Copyright
Language dc:language.iso
en

Identifiers

dc:identifier.*
Dc Identifier Other
vt_gsexam:41359
OAI identifier oai:identifier
oai:vtechworks.lib.vt.edu:10919/121084

Chain of custody

source
Harvested from
Virginia Tech
Base URL
vtechworks.lib.vt.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
related terms
citation

Doyle, Riley Kate. Optimizing Enhanced Biological Phosphorus Removal at WRRFs: Impact of Low DO Operation and Full-Scale Strategies. masters thesis, Virginia Tech, 2024. https://hdl.handle.net/10919/121084