Optimization of biological reactor capacity in a municipal wastewater treatment plant using GPS-X simulation under high nitrogen loads

Abstract

This study focuses on optimizing the biological treatment performance of a municipal wastewater treatment plant (WWTP) operating under the Daewoo nutrient removal process, particularly under conditions of high-strength nitrogen influent. Changes in influent water quality-driven by the increased use of food waste disposers, sewer system separation, and reduced rainwater dilution-have presented challenges for WWTPs in maintaining compliance with effluent nitrogen and phosphorus standards. Using five years of influent and effluent monitoring data, the GPS-X simulation software, combined with the Activated Sludge Model No. 2d model, was employed to evaluate treatment performance under three influent scenarios: designed-level, high-concentration, and low-concentration conditions. The simulation incorporated detailed operational parameters and demonstrated that the current reactor volume is inadequate for regulatory compliance under high nitrogen loads. The process reconfiguration was found to improve nitrate removal and enhance phosphorus release in the anaerobic zone. These modifications led to simulated effluent concentrations of total nitrogen and total phosphorus consistently below target limits, validating the effectiveness of the proposed upgrades. This study highlights the value of simulation-based planning and the need for flexible design strategies in small-to mid-scale WWTPs facing evolving influent conditions.

Transparent peer review

To support increased transparency, we offer authors the option to publish the peer review history alongside their article.

View this article’s peer review history

Article information

Article type
Paper
Submitted
14 Oct 2025
Accepted
05 Dec 2025
First published
11 Dec 2025

Environ. Sci.: Water Res. Technol., 2026, Accepted Manuscript

Optimization of biological reactor capacity in a municipal wastewater treatment plant using GPS-X simulation under high nitrogen loads

C. K. Kim and E. Kim, Environ. Sci.: Water Res. Technol., 2026, Accepted Manuscript , DOI: 10.1039/D5EW01008J

To request permission to reproduce material from this article, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements