Abstract
In South Korea, various sensors and smart meters have recently been installed in water distribution networks as a consequence of the Fourth Industrial Revolution and the water supply system modernization project. This study identified consumers’ actual water use patterns using hourly automatic meter reading (AMR) data. A genetic algorithm-based model was developed to optimize locations and operation schedules of chlorine booster stations, by minimizing residual chlorine concentration spatiotemporal variation within a water distribution network, and deriving a water quality management plan enabling economical disinfection. The model was applied to one water distribution district of the J water purification plant, and under the worst water quality conditions, three optimal chlorine booster stations locations could satisfy the target residual chlorine concentration of 0.1–0.5 mg/L, at a total cost of 110,991 KRW/d. Moreover, chlorination costs were compared before and after optimizing the chlorine booster stations’ operation schedule. Chlorination costs were reduced from 2,554 to 1,576 KRW/d on Day 1, and from 2,232 to 1,319 KRW/d on Day 2, while maintaining 0.5 mg/L residual chlorine concentration. Residual chlorine concentration could be maintained in the range of 0.1–0.5 mg/L at every demand node.
| Original language | English |
|---|---|
| Pages (from-to) | 91-102 |
| Number of pages | 12 |
| Journal | Desalination and Water Treatment |
| Volume | 140 |
| DOIs | |
| State | Published - Feb 2019 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
-
SDG 6 Clean Water and Sanitation
-
SDG 7 Affordable and Clean Energy
Keywords
- Automatic meter reading
- Genetic algorithm
- Residual chlorine equalization
Fingerprint
Dive into the research topics of 'Optimization model for location and operation schedule of chlorine booster stations in water distribution networks'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver