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 …

Real-time reservoir operation using recurrent neural networks and inflow forecast from a distributed hydrological model

S Yang, D Yang, J Chen, B Zhao - Journal of Hydrology, 2019 - Elsevier
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 …

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 …

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 …

Developing a decision support framework for real‐time flood management using integrated models

A Şensoy, G Uysal, AA Şorman - Journal of Flood Risk …, 2018 - Wiley Online Library
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 …

Assessing the impact of human interventions on floods and low flows in the Wei River Basin in China using the LISFLOOD model

L Gai, JP Nunes, JEM Baartman, H Zhang… - Science of The Total …, 2019 - Elsevier
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 …

Combining radar quantitative precipitation estimates (QPEs) with distributed hydrological model for controlling transit of flash-flood upstream of crowded human …

DA Sabӑu, G Şerban, P Breţcan, D Dunea, D Petrea… - Natural Hazards, 2023 - Springer
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 …

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 …

Comparison of different reservoir models for short term operation of flood management

G Uysal, B Akkol, MI Topcu, A Sensoy… - Procedia …, 2016 - Elsevier
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 …

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 …