Contributions to variable renewable energy systems simulation, design, and integration under uncertainty and stochasticity

This dissertation presents the development of a novel simulation methodology for solar irradiance and air temperature time series as well as the integration of optimal control and machine learning methodologies to support the decision-making process of DERs (i.e. operative decisions) as well as the...

Full description

Autores:
Ramírez Arias, Andrés Felipe
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2021
Institución:
Universidad de los Andes
Repositorio:
Séneca: repositorio Uniandes
Idioma:
spa
OAI Identifier:
oai:repositorio.uniandes.edu.co:1992/55844
Acceso en línea:
http://hdl.handle.net/1992/55844
Palabra clave:
Simulación
Irradiancia solar
Temperatura del aire
Control
Aprendizaje automático
Toma de decisiones
Sistemas de energía renovable
Ingeniería
Rights
openAccess
License
https://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf