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[HTML][HTML] Model predictive control of water resources systems: A review and research agenda
Abstract Model Predictive Control (MPC) has recently gained increasing interest in the
adaptive management of water resources systems due to its capability of incorporating …
adaptive management of water resources systems due to its capability of incorporating …
Machine learning‐based surrogate modeling for urban water networks: review and future research directions
Surrogate models replace computationally expensive simulations of physically‐based
models to obtain accurate results at a fraction of the time. These surrogate models, also …
models to obtain accurate results at a fraction of the time. These surrogate models, also …
Lost in optimisation of water distribution systems? A literature review of system operation
Optimisation of the operation of water distribution systems has been an active research field
for almost half a century. It has focused mainly on optimal pump operation to minimise …
for almost half a century. It has focused mainly on optimal pump operation to minimise …
Review of surrogate modeling in water resources
Surrogate modeling, also called metamodeling, has evolved and been extensively used
over the past decades. A wide variety of methods and tools have been introduced for …
over the past decades. A wide variety of methods and tools have been introduced for …
Water-energy nexus and energy efficiency: A systematic analysis of urban water systems
Water-energy nexus plays a vital role to re-phase, plan and develop an urban region for the
present and future demands. This phenomenon is complex because of many inter …
present and future demands. This phenomenon is complex because of many inter …
[HTML][HTML] Towards transferable metamodels for water distribution systems with edge-based graph neural networks
Data-driven metamodels reproduce the input-output map** of physics-based models
while significantly reducing simulation times. Such techniques are widely used in the design …
while significantly reducing simulation times. Such techniques are widely used in the design …
[HTML][HTML] Application of multivariate statistical analysis in the development of a surrogate water quality index (WQI) for South African watersheds
Water quality indices (WQIs) are customarily associated with heavy data input demand,
making them more rigorous and bulky. Such burdensome attributes are too taxing, time …
making them more rigorous and bulky. Such burdensome attributes are too taxing, time …
[HTML][HTML] Solving management problems in water distribution networks: A survey of approaches and mathematical models
Modern water distribution networks (WDNs) are complex and difficult to manage due to
increased level of urbanization, varying consumer demands, ageing infrastructure …
increased level of urbanization, varying consumer demands, ageing infrastructure …
Real-time identification of cyber-physical attacks on water distribution systems via machine learning–based anomaly detection techniques
Smart water infrastructures are prone to cyber-physical attacks that can disrupt their
operations or damage their assets. An algorithm was developed to identify suspicious …
operations or damage their assets. An algorithm was developed to identify suspicious …
Real-time control of pressure for leakage reduction in water distribution network: Field experiments
Studies have shown that real-time control (RTC) of pressure in water distribution networks
(WDNs) can be very effective for leakage reduction. The aim of RTC is to regulate the …
(WDNs) can be very effective for leakage reduction. The aim of RTC is to regulate the …