Citation: Corti, F.; Laudani, A.;
Lozito, G.M.; Palermo, M.; Quercio,
M.; Pattini, F.; Rampino, S. Dynamic
Analysis of a Supercapacitor DC-Link
in Photovoltaic Conversion
Applications. Energies 2023, 16, 5864.
https://doi.org/10.3390/
en16165864
Academic Editor: Miguel Castilla
Received: 15 July 2023
Revised: 30 July 2023
Accepted: 5 August 2023
Published: 8 August 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
energies
Article
Dynamic Analysis of a Supercapacitor DC-Link in Photovoltaic
Conversion Applications
Fabio Corti
1
, Antonino Laudani
2,
* , Gabriele Maria Lozito
1,3
, Martina Palermo
2
, Michele Quercio
2
,
Francesco Pattini
3
and Stefano Rampino
3
1
Dipartimento di Ingegneria dell’Informazione, Università degli Studi di Firenze, 50139 Florence, Italy;
fabio.corti@unifi.it (F.C.); gabrielemaria.lozito@unifi.it (G.M.L.)
2
Dipartimento di Ingegneria Industriale, Elettronica e Meccanica, Università degli Studi Roma Tre,
00146 Rome, Italy; martina.palermo@uniroma3.it (M.P.); michele.quercio@uniroma3.it (M.Q.)
3
Institute of Materials for Electronic and Magnetism-National Research Council (IMEM-CNR),
delle Scienze 37/A, 43124 Parma, Italy; francesco.pattini@cnr.it (F.P.); stefano.rampino@cnr.it (S.R.)
* Correspondence: antonino.laudani@uniroma3.it
Abstract: In this work, a dynamic analysis describing the charge and discharge process of a superca-
pacitor for the DC-link between a photovoltaic source and a constant power load is presented. The
analysis results in a complete nonlinear and dynamic model that can be used for simulation and
control for DC–DC converters, achieving fast recharge times and accurate steady-state voltages in
the DC link to avoid overcharging the supercapacitor during low power absorption scenarios. The
proposed approach includes parasitic elements for the supercapacitor and efficiency effects on the
conversion stage, proposing equations useful for design and control. Stability is also discussed for the
charge process of the supercapacitor. Validation of the analytical model is performed by comparison
with LTSpice simulation, confirming a good agreement between theory and simulation.
Keywords: photovoltaics; Supercapacitors; DC–DC; dynamic systems; circuit simulation
1. Introduction
The power conversion of PV sources for DC and AC applications is almost always re-
quired to ensure that their strongly variable voltage and current are regulated in accordance
with the electrical and electronic components for which the energy is generated [1–3]. This
conversion makes use of DC–DC converters that, in general, adapt the voltage for the next
stage of conversion (or the final load). This approach is also valid in the case of discrete
PV + Storage hybrid systems, where the DC–DC converters are used for matching the out-
put voltage of the solar cell with the charging voltage of the integrated storage device [4].
Since the PV source is a strongly non-linear device based on the photogeneration process [5],
it is not only necessary to adapt the voltage to the load, but also to the source, to ensure that
the operating point of the PV source is the one where the maximum power is delivered [6–9].
This process, commonly referred to as maximum power-point tracking (MPPT), introduces
the necessity for a dedicated DC–DC converter, since a single converter does not have the
degrees of freedom to adapt both input (for MPPT) and output (for correct load functioning)
voltage. The two converters, usually connected in cascade, are interleaved with a storage
element that has the purpose of stabilizing the voltage and decoupling the converter on the
PV side from the converter on the load side. This stage is called the DC-link, and according
to the applications, it can be implemented with batteries or capacitors. The former allows
the DC-link stage to act as an energy-storage stage, which is particularly useful due to the
intermittent nature of the PV source. However, a capacitor-based DC-link is much simpler,
leaves less overall footprint, and is more durable [10–14].
The development of new technologies for high-capacity capacitors, known as Superca-
pacitors (SC), introduced the possibility of achieving a degree of energy-storage capabilities
Energies 2023, 16, 5864. https://doi.org/10.3390/en16165864 https://www.mdpi.com/journal/energies