Modelos predictivos para predecir la producción de energía en una central de ciclo combinado usando algoritmos de Machine Learning
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Fecha
2019
Autores
Profesor/a Guía
Facultad/escuela
Idioma
es
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Editor
Universidad Andrés Bello
Nombre de Curso
Licencia CC
Licencia CC
Resumen
Con el paso de los años, la energía eléctrica es una de las principales necesidades
de la humanidad, ya que gracias al desarrollo y los avances tecnológicos son posibles.
También facilitan y mejoran la vida de las personas, es por esto, que el mercado mundial
energético ha tenido un crecimiento explosivo en cuanto a su generación. Por lo que
también ha aumentado de sobremanera la construcción de nuevas centrales, siendo esto
lo que ha llevado al desarrollo de algoritmos que ayudan a tener una producción más
exacta a la que demanda la población. Todo esto con el fin de no tener una sobre
generación de energía o una producción baja, lo que sería catastrófico en un mundo
donde la energía eléctrica es de consumo continuo y en muchos casos se depende de
sobremanera de ella, por ejemplo, centros de salud, centros comerciales, centros de
educación, entre otros.
Over the years, electric power has become one of humanities main necessities and resources, that is possible thanks to the development and advances of technology. It also facilitates and makes people’s lives better, that is why the world energy market has had an explosive growth in terms of its generation. So, the construction of new power plants has also increased drastically, this being what has led to the development of algorithms that help to have a more accurate production to which the population demands. All this with the purpose of not having an over generation of energy or a low production, which would be catastrophic in a world where the electric power is of continuous consumption and in many cases it is heavily depended on, for example, in health centers , shopping centers, education centers, among others.
Over the years, electric power has become one of humanities main necessities and resources, that is possible thanks to the development and advances of technology. It also facilitates and makes people’s lives better, that is why the world energy market has had an explosive growth in terms of its generation. So, the construction of new power plants has also increased drastically, this being what has led to the development of algorithms that help to have a more accurate production to which the population demands. All this with the purpose of not having an over generation of energy or a low production, which would be catastrophic in a world where the electric power is of continuous consumption and in many cases it is heavily depended on, for example, in health centers , shopping centers, education centers, among others.
Notas
Memoria (Ingeniero Civil Industrial)
Palabras clave
Energía Eléctrica, Producción, Modelo Predictivo, Algoritmos Computacionales, Centrales Eléctricas