[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 …
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 …
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 …
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 …
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 …
methods in solving reservoir operation models, especially in long term operation models …
Joint optimization of forward contract and operating rules for cascade hydropower reservoirs
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 …
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
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 …
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 …
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 …
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 …
reservoirs. As the length and representativeness of historical streamflow samples are …