SIANI: Evolutionary Computing and Applications

Affiliated Research areas

• Prevention, Diagnosis and Treatment of Human Diseases
• Scientific computing and data processing
• Systems and Communication Engineering
• Products and Processes Engineering

Scientific Areas

• Not available

Keywords

• Mono-objective optimization
• Metaheuristics
• Evolutionary Algorithms
• Engineering Optimization
• Multiobjective Optimization
• Electrical power systems
• PV wind systems
• electrical storage systems
• Optimal power flow
• smart grids
• emergencies.
• safety
• EMC compatibility
• equipment integration
• RPAS

Summary

- Software design: Software development for real-time data capture and its post-process. The data are of environmental type and of condition and operation of machines. Development of integrated visualizers that include the data and the results of the models adjusted to them. Decision-making software for environmental impacts and energy management.
- Reliability, availability, maintainability and security engineering (Rams). Technological risk analysis and derivatives of phenomena of nature, critical facilities or accidents: Search of methodologies that optimize the modeling and simulation of the Reliability, Availability, Maintainability and Security (RAMS) of complex technical systems. Search for optimal models that reflect the age of the assets and projections of variables towards the future. Risks of environmental impacts
- Integration of renewable energy in electrical networks, demand management, energy efficiency, distributed generation and self -consumption: Electrical power systems, grid integration of renewable energy sources, distributed generation (DG), active demand management (ADM), electrical storage systems, vehicles to grid (V2G), self-consumption, power quality, optimal power flow
- With wind and/or sun, obtaining green products: Use of fluctuating renewable energies in the activation of production processes such as: desalination, H2, NH3, recharging electric vehicles, obtaining green products. Decarbonization of the maritime sector, ships and ports.
- Computational calculations of fluid and energies dynamics, applications in the environment and engineering: Modeling-Simulation-Optimization with artificial intelligence techniques in fluid dynamics and energy processes, with applications in the environment and engineering. Applications in bio-engineering. Aerodynamics.
- Optimal engineering design with deterministic and evolutionary methods and their applications in problems of interest to industry and companies: Description: Mono- and multi-objective optimization, deterministic methods, evolutionary algorithms, decision making and robust design. Applications in academic and real-world contexts.
- Optimization and optimal design in engineering, parallel and hybrid evolutionary algorithms. Applications in Industrial and Civil Engineering: Solving optimum design in engineering problems with global optimization methods, evolutionary algorithms / metaheuristics; Single and multiobjective optimization; Uncertainty quantification / robust design; Parallel and hybrid evolutionary algorithms. Applications in Industrial and Civil Engineering.
- Safety and Emergency RPA applications: RPAS, equipment integration, EMC compatibility, safety, emergencies