Modeling the transmittance of anisotropic diffuse radiation towards estimating energy losses in solar panel coverings

Arias-Rosales, Andrés; LeDuc, Philip R.

doi:10.1016/j.apenergy.2020.114872

Cited by 11 publications

(2 citation statements)

References 36 publications

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“…Then, the model that obtains the smallest MSE is interpreted as the best, i.e., the one explaining the variability of the observations in the best way. RMSE measures the differences between the MSE values predicted by an estimator or predictor and the observed values [26]. Finally, the nRMSE metric is used for the sake of comparison.…”

Section: Validation Methodsmentioning

confidence: 99%

Optimal Management of a Microgrid with Radiation and Wind-Speed Forecasting: A Case Study Applied to a Bioclimatic Building

et al. 2021

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An Energy Management System (EMS) that uses a Model Predictive Control (MPC) to manage the flow of the microgrids is described in this work. The EMS integrates both wind speed and solar radiation predictors by using a time series to perform the primary grid forecasts. At each sampling data measurement, the power of the photovoltaic system and wind turbine are predicted. Then, the MPC algorithm uses those predictions to obtain the optimal power flows of the microgrid elements and the main network. In this work, three time-series predictors are analyzed. As the results will show, the MPC strategy becomes a powerful energy management tool when it is integrated with the Double Exponential Smoothing (DES) predictor. This new scheme of integrating the DES method with an MPC presents a good management response in real-time and overcomes the results provided by the Optimal Power Flow method, which was previously proposed in the literature. For the case studies, the test microgrid located in the CIESOL bioclimatic building of the University of Almeria (Spain) is used.

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Section: Validation Methodsmentioning

confidence: 99%

Optimal Management of a Microgrid with Radiation and Wind-Speed Forecasting: A Case Study Applied to a Bioclimatic Building

et al. 2021

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“…One of the most important factors is the amount of global solar irradiance received by PV modules to be converted into electricity. The global solar irradiance consists of direct, diffuse, and reflected components [11], [12]. For the direct component, the amount of radiation depends on the angle of incidence, where one of the components is the azimuth angle.…”

Section: Introductionmentioning

confidence: 99%

Simulation of impact azimuth angle on specific energy output of a fixed mounting rooftop PV system in Jakarta, Indonesia

Tarigan¹

2022

INTERNATIONAL CONFERENCE ON INFORMATICS, TECHNOLOGY, AND ENGINEERING 2021 (InCITE 2021): Leveraging Smart Engineering

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Optical properties of materials for solar receivers

Madhlopa

2022

Solar Receivers for Thermal Power Generation

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Modeling the transmittance of anisotropic diffuse radiation towards estimating energy losses in solar panel coverings

Cited by 11 publications

References 36 publications

Optimal Management of a Microgrid with Radiation and Wind-Speed Forecasting: A Case Study Applied to a Bioclimatic Building

Optimal Management of a Microgrid with Radiation and Wind-Speed Forecasting: A Case Study Applied to a Bioclimatic Building

Simulation of impact azimuth angle on specific energy output of a fixed mounting rooftop PV system in Jakarta, Indonesia

Optical properties of materials for solar receivers

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