Machine learning in natural and engineered water systems
R Huang, C Ma, J Ma, X Huangfu, Q He - Water Research, 2021 - Elsevier
Water resources of desired quality and quantity are the foundation for human survival and
sustainable development. To better protect the water environment and conserve water …
sustainable development. To better protect the water environment and conserve water …
A survey on river water quality modelling using artificial intelligence models: 2000–2020
There has been an unsettling rise in the river contamination due to the climate change and
anthropogenic activities. Last decades' research has immensely focussed on river basin …
anthropogenic activities. Last decades' research has immensely focussed on river basin …
Designing diversified renewable energy systems to balance multisector performance
Renewable energy system development and improved operation can mitigate climate
change. In many regions, hydropower is called to counterbalance the temporal variability of …
change. In many regions, hydropower is called to counterbalance the temporal variability of …
Introductory overview: Optimization using evolutionary algorithms and other metaheuristics
Environmental models are used extensively to evaluate the effectiveness of a range of
design, planning, operational, management and policy options. However, the number of …
design, planning, operational, management and policy options. However, the number of …
[HTML][HTML] Exploring trade-offs among the multiple benefits of green-blue-grey infrastructure for urban flood mitigation
Climate change is presenting one of the main challenges to our planet. In parallel, all
regions of the world are projected to urbanise further. Consequently, sustainable …
regions of the world are projected to urbanise further. Consequently, sustainable …
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions
The development and application of evolutionary algorithms (EAs) and other metaheuristics
for the optimisation of water resources systems has been an active research field for over …
for the optimisation of water resources systems has been an active research field for over …
A holistic review on how artificial intelligence has redefined water treatment and seawater desalination processes
In the modern era, deep learning (DL), and machine learning (ML), have emerged as
potential technologies that are widely applied in the fields of science, engineering, and …
potential technologies that are widely applied in the fields of science, engineering, and …
Global change and the groundwater management challenge
With rivers in critical regions already exploited to capacity throughout the world and
groundwater overdraft as well as large‐scale contamination occurring in many areas, we …
groundwater overdraft as well as large‐scale contamination occurring in many areas, we …
Climate adaptation as a control problem: Review and perspectives on dynamic water resources planning under uncertainty
Climate change introduces substantial uncertainty to water resources planning and raises
the key question: when, or under what conditions, should adaptation occur? A number of …
the key question: when, or under what conditions, should adaptation occur? A number of …
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 …