Towards the long term implementation of real time control of combined sewer systems: a review of performance and influencing factors
JA Van Der Werf, Z Kapelan… - Water Science and …, 2022 - iwaponline.com
Abstract Real Time Control (RTC) is widely accepted as a cost-effective way to operate
urban drainage systems (UDS) effectively. However, what factors influence RTC efficacy and …
urban drainage systems (UDS) effectively. However, what factors influence RTC efficacy and …
Flood mitigation in coastal urban catchments using real-time stormwater infrastructure control and reinforcement learning
Flooding in coastal cities is increasing due to climate change and sea-level rise, stressing
the traditional stormwater systems these communities rely on. Automated real-time control …
the traditional stormwater systems these communities rely on. Automated real-time control …
A data-driven improved fuzzy logic control optimization-simulation tool for reducing flooding volume at downstream urban drainage systems
J Li - Science of the Total Environment, 2020 - Elsevier
The uncertainty of climate change and urbanization imposed additional stress for urban
drainage systems (UDSs) by intensifying rainfall frequency and magnifying peak runoff rate …
drainage systems (UDSs) by intensifying rainfall frequency and magnifying peak runoff rate …
[HTML][HTML] A Coupled Human and Natural Systems (CHANS) framework integrated with reinforcement learning for urban flood mitigation
To address the challenge of escalating urban flood risk and the deficiency in effective flood
emergency management, this study introduces a novel Coupled Human and Natural …
emergency management, this study introduces a novel Coupled Human and Natural …
A predictive fuzzy logic and rule-based control approach for practical real-time operation of urban stormwater storage system
L Sun, J Xia, D She, W Ding, J Jiang, B Liu, F Zhao - Water Research, 2024 - Elsevier
Predictive real-time control (RTC) strategies are usually more effective than reactive
strategies for the intelligent management of urban stormwater storage systems. However, it …
strategies for the intelligent management of urban stormwater storage systems. However, it …
Deep reinforcement learning with uncertain data for real-time stormwater system control and flood mitigation
Flooding in many areas is becoming more prevalent due to factors such as urbanization and
climate change, requiring modernization of stormwater infrastructure. Retrofitting standard …
climate change, requiring modernization of stormwater infrastructure. Retrofitting standard …
Machine learning and simulation-optimization coupling for water distribution network contamination source detection
This paper presents and explores a novel methodology for solving the problem of a water
distribution network contamination event, which includes determining the exact source of …
distribution network contamination event, which includes determining the exact source of …
On the use of a real-time control approach for urban stormwater management
The real-time control (RTC) system is a valid and cost-effective solution for urban stormwater
management. This paper aims to evaluate the beneficial effect on urban flooding risk …
management. This paper aims to evaluate the beneficial effect on urban flooding risk …
Happy to control: A heuristic and predictive policy to control large urban drainage systems
JA Van der Werf, Z Kapelan… - Water Resources …, 2023 - Wiley Online Library
Abstract Model Predictive Control (MPC) of Urban Drainage Systems (UDS) has been
established as a cost‐effective method to reduce pollution. However, the operation of large …
established as a cost‐effective method to reduce pollution. However, the operation of large …
Optimal positioning of RTC actuators and SuDS for sewer overflow mitigation in urban drainage systems
Real-time control (RTC) and sustainable drainage systems (SuDS) can be implemented
simultaneously to enhance the performance of existing urban drainage systems (UDS) …
simultaneously to enhance the performance of existing urban drainage systems (UDS) …