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Artículo
Hybrid Machine Learning Models for Classifying Power Quality Disturbances: A Comparative Study
(MDPI, 2020-06)
The economic impact associated with power quality (PQ) problems in electrical systems is increasing, so PQ improvement research becomes a key task. In this paper, a Stockwell transform (ST)-based hybrid machine learning ...
Artículo
An evolutionary multi-objective path planning of a fleet of ASVs for patrolling water resources
(Elsevier, 2022-03)
The rapid increase of human activities with direct influence on the environment has motivated the global awareness of the need to efficiently monitor the natural resources. Among the wide range of problems addressed, such ...
Artículo
Optimal Pitch Angle Strategy for Energy Maximization in Offshore Wind Farms Considering Gaussian Wake Model
(MDPI AG, 2021-02-10)
This paper presents a new approach based on the optimization of the blade pitching strategy of offshore wind turbines in order to maximize the global energy output considering the Gaussian wake model and including the ...
Artículo
A MPC Strategy for the Optimal Management of Microgrids Based on Evolutionary Optimization
(MDPI, 2019-11)
In this paper, a novel model predictive control strategy, with a 24-h prediction horizon, is proposed to reduce the operational cost of microgrids. To overcome the complexity of the optimization problems arising from the ...
Artículo
Optimization of Wind Farm Turbine Layout Including Decision Making Under Risk
(IEEE (Institute of Electrical and Electronics Engineers), 2012)
This paper presents a new contribution to optimal wind farm design, including the main risk management aspects. The objective of the algorithm is to optimize the expected profits of the wind farm by taking into account ...