Integration of hydro and renewable energy resources in energy planning

Lucero Cynthia Luciano De La Cruz, Cesar Celis

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

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Renewable energy is the energy obtained from resources inexhaustible in the long term. Furthermore, in some countries, non-conventional renewable energy includes solar, wind, biomass, geothermal and mini-hydropower. The definition of mini-hydropower plants varies depending on the country. As an example, in Peru and Canada, mini-hydropower plants have different installing capacities, below 20MW and 50MW, respectively. Accordingly, this work (i) discusses the Energy Balance and challenges that renewable energies have to face on their way to the energy transition, (ii) highlights the forecast models to generate renewable energy in short-term energy planning. The historical data about the renewable energy resources and the energy produced have been obtained by COES. The R studio software was used for statistical analysis of renewable resources and electricity generation. Also, a forecast model was developed using a neural network to forecast renewable energy generation. The results show a strong correlation between hydro resources and non-conventional renewable energy resources. Finally, the data obtained from the renewable generation forecast model were used as input to carry out a short-term dispatch model using GAMS software to determine the forecast of daily marginal cost in SEIN.

Idioma originalInglés
Título de la publicación alojadaASME 2020 Power Conference, POWER 2020, collocated with the 2020 International Conference on Nuclear Engineering
EditorialAmerican Society of Mechanical Engineers (ASME)
ISBN (versión digital)9780791883747
EstadoPublicada - 2020
Evento2019 Canadian Society for Civil Engineering Annual Conference, CSCE 2019 - Laval, Canadá
Duración: 12 jun. 201915 jun. 2019

Serie de la publicación

NombreAmerican Society of Mechanical Engineers, Power Division (Publication) POWER


Conferencia2019 Canadian Society for Civil Engineering Annual Conference, CSCE 2019


Profundice en los temas de investigación de 'Integration of hydro and renewable energy resources in energy planning'. En conjunto forman una huella única.

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