An agile benchmarking framework for wastewater resource recovery technologies

Water resource recovery facilities (WRRFs) face growing pressures to balance compliance, sustainability, and cost while adapting to evolving treatment needs. To support research, development, and deployment (RD&D) of innovative technological solutions, we developed an open-access benchmarking framework comprised of 18 plant-wide simulation models. Implemented in QSDsan, the framework is validated against GPS-X™ simulations while capturing distinct system behaviors, treatment performance, energy demand, and operational costs across diverse designs. It offers a rigorous and transparent foundation for comparative technology evaluations, guiding RD&D decision-making and advancing sustainable water management.

Authors

Institutions

Publication Details

Journal
npj Clean Water
Published
2025-12-06
DOI
https://doi.org/10.1038/s41545-025-00537-4
Citations
1
Primary Topic
Membrane Separation Technologies
Type
article
Field-Weighted Citation Impact
0.82

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An agile benchmarking framework for wastewater resource recovery technologies

Jeremy S. Guest, Saumitra Rai, Xinyi Zhang, Zixuan Wang et al.
1 citations
npj Clean Water
Membrane Separation Technologies
0.82
article

An agile benchmarking framework for wastewater resource recovery technologies

Jeremy S. Guest, Saumitra Rai, Xinyi Zhang, Zixuan Wang, Yalin Li
article en
1 citations

Abstract

Water resource recovery facilities (WRRFs) face growing pressures to balance compliance, sustainability, and cost while adapting to evolving treatment needs. To support research, development, and deployment (RD&D) of innovative technological solutions, we developed an open-access benchmarking framework comprised of 18 plant-wide simulation models. Implemented in QSDsan, the framework is validated against GPS-X™ simulations while capturing distinct system behaviors, treatment performance, energy demand, and operational costs across diverse designs. It offers a rigorous and transparent foundation for comparative technology evaluations, guiding RD&D decision-making and advancing sustainable water management.

npj Clean WaterVol. 9(1)
Rutgers, The State University of New Jersey (US), University of Illinois Urbana-Champaign (US)
U.S. Department of Energy, Université Laval, University of Illinois at Urbana-Champaign
Openalex Percentile: Top 20%
Membrane Separation Technologies
0.82
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.