Towards coordinated and robust real-time control: a decentralized approach for combined sewer overflow and urban flooding reduction based on multi-agent …
The real-time control (RTC) of urban drainage systems can make full use of the capabilities
of existing infrastructures to mitigate combined sewer overflow (CSO) and urban flooding …
of existing infrastructures to mitigate combined sewer overflow (CSO) and urban flooding …
A Systematic Literature Review on Classification Machine Learning for Urban Flood Hazard Mapping
M Hosni, F Boushaba, M Chourak - Water Resources Management, 2024 - Springer
The computational expensiveness of the hydrodynamic models and the complexity of the
rainfall-runoff transformation process presents a pressing need to shift to machine learning …
rainfall-runoff transformation process presents a pressing need to shift to machine learning …
Integrating Model Predictive Control With Stormwater System Design: A Cost‐Effective Method of Urban Flood Risk Mitigation During Heavy Rainfall
L Sun, J Xia, D She - Water Resources Research, 2024 - Wiley Online Library
The integration of green‐gray infrastructures with advanced control approaches is
revolutionizing the stormwater system retrofitting, emerging as an innovative strategy to …
revolutionizing the stormwater system retrofitting, emerging as an innovative strategy to …
Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks
Physics-based models are computationally time-consuming and infeasible for real-time
scenarios of urban drainage networks, and a surrogate model is needed to accelerate the …
scenarios of urban drainage networks, and a surrogate model is needed to accelerate the …
Tunable linear feedback control of urban drainage systems using models defined purely from data
T Adrian Dantzer, B Kerkez - Water Science & Technology, 2024 - iwaponline.com
Real-time and model-predictive control promises to make urban drainage systems (UDS)
adaptive, coordinated, and dynamically optimal. Though early implementations are …
adaptive, coordinated, and dynamically optimal. Though early implementations are …
Evaluation of Stormwater Mitigation Performance with LID Infrastructures, In-Sewer Space, and Real-Time Control Strategies
Because low-impact development (LID) infrastructures are effective in capturing and utilizing
urban stormwater runoff, real-time control (RTC) strategies can be viewed as soft …
urban stormwater runoff, real-time control (RTC) strategies can be viewed as soft …
Identification of stormwater control strategies and their associated uncertainties using Bayesian Optimization
A Mullapudi, B Kerkez - arXiv preprint arXiv:2305.18630, 2023 - arxiv.org
Dynamic control is emerging as an effective methodology for operating stormwater systems
under stress from rapidly evolving weather patterns. Informed by rainfall predictions and real …
under stress from rapidly evolving weather patterns. Informed by rainfall predictions and real …
Image segmentation with boundary-to-pixel direction and magnitude based on watershed and attention mechanism
H Xu, Y Xing, W Wang - Signal, Image and Video Processing, 2023 - Springer
An improved image segmentation algorithm with boundary-to-pixel direction and magnitude
(IS-BPDM) is proposed to deal with small regions segmentation while keeping the accuracy …
(IS-BPDM) is proposed to deal with small regions segmentation while keeping the accuracy …
Real-time Control of Stormwater Storages to Improve Performance of Urban Stormwater Systems
R Liang - 2023 - digital.library.adelaide.edu.au
The impact of urban flooding is increasing due to the effects of increasing urbanization and
climate change. The use of storages is a relatively well-established approach to reduce …
climate change. The use of storages is a relatively well-established approach to reduce …
Research and development of parametric intelligent design software for ship lock miter gate
D Ding, D Wang, W Yang, L Zhang - Proceedings of the 2024 …, 2024 - dl.acm.org
By adopting parameterized and intelligent design theories and relying on the miter gate
project of a ship lock in Jiangsu Province, China, the parameterized intelligent design …
project of a ship lock in Jiangsu Province, China, the parameterized intelligent design …