activity
20182022
most citedHow Effective is Model Predictive Control in Real-Time Water Quality Regulation? State-Space Modeling and Scalable Control

30 citations · 81 across the 15 of their papers we have counts for

collaborators

15 papers

eess.SY2022★ 1 cited

Data-Driven Identification of Dynamic Quality Models in Drinking Water Networks

Shen Wang, Ankush Chakrabarty, Ahmad F. Taha

Traditional control and monitoring of water quality in drinking water distribution networks (WDN) rely on mostly model- or toolbox-driven approaches, where the network topology and…

eess.SY2022★ 11 cited

Control-Theoretic Modeling of Multi-Species Water Quality Dynamics in Drinking Water Networks: Survey, Methods, and Test Cases

Salma M. Elsherif, Shen Wang, Ahmad F. Taha +3

Chlorine is a widely used disinfectant and proxy for water quality (WQ) monitoring in water distribution networks (WDN). Chlorine-based WQ regulation and control aims to maintain p…

eess.SY2021★ 13 cited

Model Order Reduction for Water Quality Dynamics

Shen Wang, Ahmad F. Taha, Ankush Chakrabarty +2

A state-space representation of water quality dynamics describing disinfectant (e.g., chlorine) transport dynamics in drinking water distribution networks has been recently propose…

eess.SY2020

Revisiting the Water Quality Sensor Placement Problem: Optimizing Network Observability and State Estimation Metrics

Ahmad F. Taha, Shen Wang, Yi Guo +4

Real-time water quality (WQ) sensors in water distribution networks (WDN) have the potential to enable network-wide observability of water quality indicators, contamination event d…

math.OC2020★ 30 cited

How Effective is Model Predictive Control in Real-Time Water Quality Regulation? State-Space Modeling and Scalable Control

Shen Wang, Ahmad F. Taha, Ahmed A. Abokifa

Real-time water quality control (WQC) in water distribution networks (WDN), the problem of regulating disinfectant levels, is challenging due to lack of (i) a proper control-orient…

math.OC2020

Optimal Pump Control for Water Distribution Networks via Data-based Distributional Robustness

Yi Guo, Shen Wang, Ahmad Taha +1

In this paper, we propose a data-based methodology to solve a multi-period stochastic optimal water flow (OWF) problem for water distribution networks (WDNs). The framework explici…