Systematic Evaluation of Photovoltaic MPPT Algorithms Using State-Space Models Under Different Dynamic Test Procedures

Riquelme Domínguez, José Miguel ORCID: https://orcid.org/0000-0001-9741-0388 and Martínez González, Sergio ORCID: https://orcid.org/0000-0002-7322-5898 (2022). Systematic Evaluation of Photovoltaic MPPT Algorithms Using State-Space Models Under Different Dynamic Test Procedures. "IEEE Access", v. 10 ; pp. 45772-45783. ISSN 2169-3536. https://doi.org/10.1109/ACCESS.2022.3170714.

Descripción

Título: Systematic Evaluation of Photovoltaic MPPT Algorithms Using State-Space Models Under Different Dynamic Test Procedures
Autor/es:
Tipo de Documento: Artículo
Título de Revista/Publicación: IEEE Access
Fecha: 26 Abril 2022
ISSN: 2169-3536
Volumen: 10
Materias:
Palabras Clave Informales: Curves; Dynamic test procedures; EN50530; Heuristic Algorithms; Incremental Conductance MPPT; Mathematical Models; Maximum power point trackers; MPPT drift; Optimization; Performance; PERTURB; Perturb and Observe (P&O) algorithms; Perturb and Observe (P&O) algorithms; Perturbation methods; photovoltaic systems; Power point tracking; Power system dynamics; state-space model; Systematics
Escuela: E.T.S.I. Industriales (UPM)
Departamento: Automática, Ingeniería Eléctrica y Electrónica e Informática Industrial
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

Maximum Power Point Tracking (MPPT) algorithms are essential in solar photovoltaic (PV) generation. In the last years, a major research effort has been made in order to get more efficient MPPT algorithms. However, in the literature, there is not a unique methodology for testing and comparing these kind of algorithms when facing dynamic irradiance conditions. This paper proposes a systematic way of evaluating and comparing MPPT algorithms for PV systems, at the simulation stage, unifying the following aspects: the PV system configuration, the type of simulation to be performed, and the dynamic irradiance tests to take into account. The MPPT algorithm is implemented into the dc-dc converter of the system for simplification purposes, simulations are carried out through state-space equations in order to reduce the total simulation time, and three irradiance dynamic tests are used systematically to provide full comparison under different environmental conditions. To test the flexibility of the proposed technique, a comparison of three commonly known Perturb and Observe (P&O) algorithms has been performed, giving special attention to the MPPT drift phenomenon. All interested researchers can request a computer application that implements the proposed methodology.

Proyectos asociados

Tipo
Código
Acrónimo
Responsable
Título
Gobierno de España
PID2019-108966RB-I00
Sin especificar
Sin especificar
Apoyo al control de frecuencia en sistemas de energía eléctrica de baja inercia mediante acciones que complementan al almacenamiento energético
Gobierno de España
AEI/10.13039/50110001103
Sin especificar
Sin especificar
Sin especificar

Más información

ID de Registro: 86522
Identificador DC: https://oa.upm.es/86522/
Identificador OAI: oai:oa.upm.es:86522
URL Portal Científico: https://portalcientifico.upm.es/es/ipublic/item/9926429
Identificador DOI: 10.1109/ACCESS.2022.3170714
URL Oficial: https://ieeexplore.ieee.org/document/9763526
Depositado por: iMarina Portal Científico
Depositado el: 21 Ene 2025 16:28
Ultima Modificación: 21 Ene 2025 17:10