Machine-learning prediction of DCAA and TCAA concentrations in drinking water
PSO-BPNN reads 8 routine metrics, quickly forecasts DCAA/TCAA with R 2 > 0.98 & N 25 > 98%, and gives plants an instrument-free, low-cost, real-time DBP alert.
Authors
- Caihong Yu (ORCID: https://orcid.org/0000-0003-4183-3992)
- Zhuwu Jiang (ORCID: https://orcid.org/0000-0003-0717-1614)
- Li Lin (ORCID: https://orcid.org/0000-0003-0138-0722)
- Mengyu Liu
- Hongyu Zhang (ORCID: https://orcid.org/0000-0001-5159-2673)
- Wenzhong Huang
Institutions
- Jiangsu Provincial Architectural Design and Research Institute (China) (CN)
- Fujian University of Technology (CN)
Publication Details
- Journal
- Environmental Science Water Research & Technology
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d5ew00644a
- Primary Topic
- Water Treatment and Disinfection
- Type
- article
- Field-Weighted Citation Impact
- 0.00