2023
DOI: 10.1109/tim.2023.3238745
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Power Generation Control Algorithm for the Participation of Photovoltaic Panels in Network Stability

Abstract: The push for renewable energy and sustainable development has led to an ever-increasing integration of grid-tied photovoltaic (PV) systems. To maximize revenue, this resource generally operates in maximum power point trackers (MPPT) mode. However, to ensure grid stability and reliability, system operators will continue to introduce new requirements, eventually forcing PV plants to adhere to primary frequency regulation. To perform this task, PV plants will have to be capable of operating outside the MPP and va… Show more

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Cited by 10 publications
(4 citation statements)
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References 34 publications
(44 reference statements)
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“…A model based LPPT scheme was proposed in [67], the proposed LPPT model directly produces the required LPPT voltage (V ref ) using the three inputs; PV system current (I PV ), ambient temperature (T), and reference power (P ref ). The model is depicted in figure 22.…”
Section: Controller-based Approachmentioning
confidence: 99%
“…A model based LPPT scheme was proposed in [67], the proposed LPPT model directly produces the required LPPT voltage (V ref ) using the three inputs; PV system current (I PV ), ambient temperature (T), and reference power (P ref ). The model is depicted in figure 22.…”
Section: Controller-based Approachmentioning
confidence: 99%
“…A high value of ε leads to a more tolerant model, prone to underfitting, while a low value of ε leads to a more accurate but likely overfitted model. ξ n , ξ n * are the slack variables used to account for the positive and negative error of the points outside the ε-tube (2). The sum of ξ n and ξ n * is minimized in the loss function, weighted by a hyperparameter C, called a box constraint, which helps balance the complexity of the model.…”
Section: Support Vector Regressionmentioning
confidence: 99%
“…This makes them especially favorable for electric vehicles, where minimizing the weight of the battery pack while maintaining the desired performance and range is crucial. Furthermore, the increasing presence of photovoltaic and wind systems in the grid has led to the deployment of massive stationary battery storage systems to address the intermittency of these renewable sources and to provide essential support services to the grid [2]. Battery cells are very small units that are a part of battery packs for the majority of storage applications.…”
Section: Introductionmentioning
confidence: 99%
“…Renewable energy generation has become a top priority for governments all around the world. Focusing on photovoltaics (PVs) and wind, which are generally considered non-dispatchable and only partially participate in maintaining grid stability [1], makes battery and other energy storage systems essential. Out of the various battery technologies currently in use, lithium-ion batteries have become the preferred choice, owing to their high power and energy density as well as long service life [2].…”
Section: Introductionmentioning
confidence: 99%