Photovoltaic Power Intermittency Mitigating with Battery Storage Using Improved WEEC Generic Models

André Fernando Schiochet (), Paulo Roberto Duailibe Monteiro, Thiago Trezza Borges, João Alberto Passos Filho and Janaína Gonçalves de Oliveira
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André Fernando Schiochet: Department of Electrical Energy, Federal University of Juiz de Fora, Juiz de Fora 36036-900, MG, Brazil
Paulo Roberto Duailibe Monteiro: Electrical Engineering Department, Federal University Fluminense, Niterói 24210-240, RJ, Brazil
Thiago Trezza Borges: Petróleo Brasileiro S.A., Rio de Janeiro 20231-030, RJ, Brazil
João Alberto Passos Filho: Department of Electrical Energy, Federal University of Juiz de Fora, Juiz de Fora 36036-900, MG, Brazil
Janaína Gonçalves de Oliveira: Department of Electrical Energy, Federal University of Juiz de Fora, Juiz de Fora 36036-900, MG, Brazil

Energies, 2024, vol. 17, issue 20, 1-18

Abstract: The growing integration of renewable energy sources, such as photovoltaic and wind systems, into energy grids has underscored the need for reliable control mechanisms to mitigate the inherent intermittency of these sources. According to the Brazilian grid operator (ONS), there have been cascading disconnections in renewable energy distributed systems (REDs) in recent years, highlighting the need for robust control models. This article addresses this issue by presenting the validation of an active power ramp rate control (PRRC) function for a PV plant coupled with a Battery Energy Storage System (BESS) using WECC generic models. The proposed model underwent rigorous validation over an extended analysis period, demonstrating good accuracy using the Root Mean Squared Error (RMSE) and an R-squared (R 2 ) metrics for the active power injected at the Point of Connection (POI), PV active power, and BESS State of Charge (SOC), providing valuable insights for medium and long-term analyses. The ramp rate control module was implemented within the plant power controller (PPC), leveraging second-generation Renewable Energy Systems (RES) models developed by the Western Electricity Coordination Council (WECC) as a foundational framework. We conducted simulations using the Anatem software, comparing the results with real-world data collected at 100 ms to 1000 ms intervals from a PV plant equipped with a BESS in Brazil. The proposed model underwent rigorous validation over an extended analysis period, with the presented results based on two days of measurements. The positive sequence model used to represent this control demonstrated good accuracy, as confirmed by metrics such as the Root Mean Squared Error (RMSE) and R-squared (R 2 ). Furthermore, the article underscores the critical role of accurately accounting for the power sampling rate when calculating the ramp rate.

Keywords: photovoltaic systems; battery energy storage system; power ramp rate control; renewable generation modeling; WECC dynamic models; model validation (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2024
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