Special Issue: Artificial Intelligence for Fluid Mechanics and its Engineering Applications
Guest Editors
Prof. Unai Fernandez Gamiz
University of the Basque Country, Department of Nuclear Engineering and Fluid Mechanics– Engineering College at Vitoria-Gasteiz, Nieves Cano, 12, 01006, Vitoria-Gasteiz, Spain
Email: unai.fernandez@ehu.eus
Prof. Ekaitz Zulueta
University of the Basque Country, Department of Automatic Control and System Engineering– Engineering College at Vitoria-Gasteiz, Nieves Cano, 12, 01006, Vitoria-Gasteiz, Spain
Email: ekaitz.zulueta@ehu.eus
Manuscript Topics
This Special Issue focuses on Artificial Intelligent applied to Fluid Mechanics. The influence of Artificial Intelligence (AI) is rapidly increasing in all Engineering areas, but in particular in Renewable Energy Systems. The main goal of this Special Issue is to show the most relevant advances in AI application domain. Nowadays, several interesting intelligent techniques have been developed for Fluid Mechanics Systems. There are many applications, such as Wind Turbine Aerodynamics and Control, Photovoltaic Panel Control, Race Cars aerodynamics design etc. that recent years have achieved a great improvement. Smart grid control and management are also very relevant fields for AI applications. Additionally, Hybrid renewable energy plants (such as wind/PV plants) with battery energy storage systems for providing ancillary services to the electricity grid are also of high interest, since control algorithms are important in order to optimize energy management services and offer different grid control applications. Another important research subject is the time series forecast in renewable energy systems. This is due to their stochastics behavior in many aspects as energy resources, energy consummation, system availability etc. Furthermore, intelligent design and control of Energy Harvester application are also of great interest. The Energy storage is a key research topic that the current special issue is devoted. Hydrogen based energy system is another relevant research topic due to its’ increasing importance as energy vector in automotive: For example, an outstanding application is the Energy Management Strategy in order to reduce the hydrogen consumption.
Keywords
• Intelligent techniques applied to Fluid Mechanics
• Deep learning
• Reinforcement Learning
• Mathematical analysis
• Mathematical models
• Aerodynamics
• Computational Methods for Fluid Dynamics
• PIV-Particle Image Velocimetry
• PTV-Particle Tracking Velocimetry
• Photovoltaic Energy production and control
• Hydrogen Production and Storage
• Energy Storage
• Smart Grids
• Power Network Control
• Energy Harvester Design and Control
• Artificial Intelligence based Design
• Artificial Neural Network
• Hybrid renewable energy Plants
• Battery Energy Storage Systems
• Forecast in Renewable Energy Systems
Interests
Fluid Mechanics, CFD, Aerodynamics, PIV, Turbulence Modelling, Wind Energy; Artificial Intelligence; Photovoltaic Energy; Energy Harvesters, Hydrogen Technology; Energy Storage; Smart Grids
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