[HTML][HTML] Hydropower operation optimization using machine learning: A systematic review

J Bernardes Jr, M Santos, T Abreu, L Prado Jr… - AI, 2022 - mdpi.com
The optimal dispatch of hydropower plants consists of the challenge of taking advantage of
both available head and river flows. Despite the objective of delivering the maximum power …

Deriving hydropower reservoir operation policy using data-driven artificial intelligence model based on pattern recognition and metaheuristic optimizer

Z Feng, W Niu, T Zhang, W Wang, T Yang - Journal of Hydrology, 2023 - Elsevier
Robust reservoir operation policies are crucial in ensuring the effective utilization of water
resources. However, owing to multiple complicated and changeable factors in practice, it is …

[HTML][HTML] Improving the performance of multiobjective genetic algorithms: An elitism-based approach

G Guariso, M Sangiorgio - Information, 2020 - mdpi.com
Today, many complex multiobjective problems are dealt with using genetic algorithms (GAs).
They apply the evolution mechanism of a natural population to a “numerical” population of …

[HTML][HTML] Interdisciplinary reservoir management—a tool for sustainable water resources management

M Daus, K Koberger, K Koca, F Beckers… - Sustainability, 2021 - mdpi.com
Reservoirs are a common way to store and retain water serving for a multitude of purposes
like storage of drinking and irrigation water, recreation, flood protection, navigation, and …

DNN-SSDP for hydropower system operation using small state sets

X Wu, Z Chen, C Cheng, S Yin, H Su - Journal of Hydrology, 2022 - Elsevier
Sampling stochastic dynamic programming (SSDP) method is one of the most popular
methods in solving reservoir operation models, especially in long term operation models …

Joint optimization of forward contract and operating rules for cascade hydropower reservoirs

X Li, P Liu, B Ming, K Huang, W Xu… - Journal of Water …, 2022 - ascelibrary.org
Forward contract is a useful tool for hydropower producers to hedge revenue uncertainty
sourced from varied spot prices. However, few studies have been explored to jointly derive …

[HTML][HTML] A multi-objective optimization-based framework for extending reservoir service life in a changing world

J Huang, W Wu, HR Maier, QJ Wang, J Hughes - Journal of Hydrology, 2024 - Elsevier
Reservoirs are an essential component of water resources systems, improving water supply
reliability and security. With long-term climate and water demand changes, the performance …

Design of optimal environmental flow regime at downstream of multireservoir systems by a coupled SWAT-reservoir operation optimization method

M Sedighkia, A Abdoli - Environment, Development and Sustainability, 2023 - Springer
The present study proposes an integrated framework to optimize environmental flow of the
multireservoir systems in which a rainfall-runoff model and a novel form of the reservoir …

Machine Learning Tools for Water Resources Modeling and Management

G Guariso, M Sangiorgio - Oxford Research Encyclopedia of …, 2024 - oxfordre.com
The pervasive diffusion of information and communication technologies that has
characterized the end of the 20th and the beginning of the 21st centuries has profoundly …

Performance of multisite streamflow stochastic generation approaches for a multi-reservoir system

Y Ma, P Zhong, G Wang, Y Xiao - Stochastic Environmental Research and …, 2024 - Springer
The streamflow process is an crucial information resource for the joint optimal operation of
reservoirs. As the length and representativeness of historical streamflow samples are …