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- W3209152347 abstract "Institut Teknologi Nasional Bandung (ITENAS Bandung) has installed a 1 kWp solar power plant (SPP) system since 2018, and many kinds of research have been performed regarding this system. The performance of the SPP can be evaluated by SPP's energy production, which is highly influenced by environmental conditions, i.e. irradiance and ambient temperature. Modeling of energy production is one of the important issues, and can be used as a forecasting tool in order to get energy production predictions at predetermined periods. In this paper, energy production modeling of 1 kWp SPP at ITENAS Bandung will be explained, using the seasonal autoregressive integrated moving average (SARIMA). The basis of this model is utilizing energy production data history of a 1 kWp SPP data for 1 year period (June 2020 – June 2021), and creating the model to predict the energy production. Based on modeling and evaluation, it can be found that the SARIMA model has an accuracy of 97.9%, compared to actual operational data." @default.
- W3209152347 created "2021-11-08" @default.
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- W3209152347 date "2023-01-01" @default.
- W3209152347 modified "2023-10-14" @default.
- W3209152347 title "Energy production modeling of 1 kWp solar power plant using SARIMA" @default.
- W3209152347 cites W2496552513 @default.
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- W3209152347 doi "https://doi.org/10.1063/5.0115241" @default.
- W3209152347 hasPublicationYear "2023" @default.
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