A hybrid CNN-LSTM approach for monthly reservoir inflow forecasting
S Khorram, N Jehbez - Water Resources Management, 2023 - Springer
Reservoir modeling and inflow forecasting has a vital role in water resource management/
controlling. Hydrological systems' complex nature and problems in their application process …
controlling. Hydrological systems' complex nature and problems in their application process …
Real-time reservoir operation using recurrent neural networks and inflow forecast from a distributed hydrological model
Large-scale reservoirs play an essential role in water resources management for agriculture
irrigation, water supply and flood controls. However, we need robust reservoir operation …
irrigation, water supply and flood controls. However, we need robust reservoir operation …
Economic, environmental and social gains of the implementation of artificial intelligence at dam operations toward Industry 4.0 principles
MG Gomes, VHC da Silva, LFR Pinto, P Centoamore… - Sustainability, 2020 - mdpi.com
Due to the increasing demand for water supply of urban areas, treatment and supply plants
are becoming important to ensure availability and quality of this essential resource for …
are becoming important to ensure availability and quality of this essential resource for …
Ensemble based forecasting and optimization framework to optimize releases from water supply reservoirs for flood control
V Ramaswamy, F Saleh - Water Resources Management, 2020 - Springer
Water supply reservoir management is based on long-term management policies which
depend on customer demands and seasonal hydrologic changes. However, increasing …
depend on customer demands and seasonal hydrologic changes. However, increasing …
Developing a decision support framework for real‐time flood management using integrated models
Flood risk mitigation during real‐time flood events comprising snowmelt under hydrological
uncertainty is particularly challenging. Giving this due consideration, the aim is to develop a …
uncertainty is particularly challenging. Giving this due consideration, the aim is to develop a …
Assessing the impact of human interventions on floods and low flows in the Wei River Basin in China using the LISFLOOD model
Floods are extreme hydroclimatic events that threaten societies and ecosystems. The effects
of these events are greatly influenced by the changes that humans have imposed on the …
of these events are greatly influenced by the changes that humans have imposed on the …
Combining radar quantitative precipitation estimates (QPEs) with distributed hydrological model for controlling transit of flash-flood upstream of crowded human …
This study aims to develop and adapt new methodologies for the foundation of a new
hydrological system, essential component of a much-needed decision support spatial …
hydrological system, essential component of a much-needed decision support spatial …
Short term optimal operation of water supply reservoir under flood control stress using model predictive control
G Uysal, D Schwanenberg, R Alvarado-Montero… - Water Resources …, 2018 - Springer
Reservoir operations require enhanced operating procedures for water systems under
stress attributed to growing water demand and consequences of changing hydro-climatic …
stress attributed to growing water demand and consequences of changing hydro-climatic …
Comparison of different reservoir models for short term operation of flood management
Short-term operation of reservoir systems is challenging due to conflicting objectives and
constraints as well as the need for taking robust decisions in real-time. This study compares …
constraints as well as the need for taking robust decisions in real-time. This study compares …
Real-time flood control by tree-based model predictive control including forecast uncertainty: a case study reservoir in turkey
G Uysal, R Alvarado-Montero, D Schwanenberg… - Water, 2018 - mdpi.com
Optimal control of reservoirs is a challenging task due to conflicting objectives, complex
system structure, and uncertainties in the system. Real time control decisions suffer from …
system structure, and uncertainties in the system. Real time control decisions suffer from …