Cargando…

Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system

PV (Photovoltaic) cells have nonlinear current-voltage (I − V) and power-voltage (P − V) characteristics with a distinct maximum power point (MPP) that entirely depends on the ambient meteorological conditions (i.e. solar irradiance and temperature). Hence, to continuously extract and deliver the ma...

Descripción completa

Detalles Bibliográficos
Autores principales: Ali, Kamran, Khan, Qudrat, Ullah, Shafaat, Khan, Ilyas, Khan, Laiq
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236993/
https://www.ncbi.nlm.nih.gov/pubmed/32427990
http://dx.doi.org/10.1371/journal.pone.0231749
_version_ 1783536247024648192
author Ali, Kamran
Khan, Qudrat
Ullah, Shafaat
Khan, Ilyas
Khan, Laiq
author_facet Ali, Kamran
Khan, Qudrat
Ullah, Shafaat
Khan, Ilyas
Khan, Laiq
author_sort Ali, Kamran
collection PubMed
description PV (Photovoltaic) cells have nonlinear current-voltage (I − V) and power-voltage (P − V) characteristics with a distinct maximum power point (MPP) that entirely depends on the ambient meteorological conditions (i.e. solar irradiance and temperature). Hence, to continuously extract and deliver the maximum possible power from the PV system, under given meteorological conditions, the maximum power point tracking (MPPT) control strategy needs to be formulated that continuously operates the PV system at its MPP. To achieve this goal, a hybrid nonlinear, very fast and efficient MPPT control strategy, based on the robust integral backstepping (RIB) control, is formulated in this research article. The simulation testbed comprises a standalone PV array, a non-inverting buck-boost (NIBB) DC-DC power converter, a purely resistive and a dynamic load (sound system). The proposed MPPT control scheme consists of two loops, where the first loop generates the real-time offline reference peak power voltage through an adaptive neuro-fuzzy inference system (ANFIS) network, which is then utilized in the second loop as a set-point value for generating a control signal and then forcing the PV system to be operated at this set-point by continuously adjusting the duty ratio of the power converter. This control strategy exhibits no overshoot, fast convergence, good transient response, fast rising and settling times and minimum output tracking error. The MATLAB/Simulink platform is used to test the performance of the proposed MPPT strategy against varying meteorological conditions, plant current and voltage faults and plant parametric uncertainties. To validate the superiority of the proposed control strategy, a comparative analysis of the proposed control strategy is presented with the nonlinear backstepping (B), integral backstepping controller (IB) and conventional PID and P&O based MPPT controllers.
format Online
Article
Text
id pubmed-7236993
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-72369932020-06-03 Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system Ali, Kamran Khan, Qudrat Ullah, Shafaat Khan, Ilyas Khan, Laiq PLoS One Research Article PV (Photovoltaic) cells have nonlinear current-voltage (I − V) and power-voltage (P − V) characteristics with a distinct maximum power point (MPP) that entirely depends on the ambient meteorological conditions (i.e. solar irradiance and temperature). Hence, to continuously extract and deliver the maximum possible power from the PV system, under given meteorological conditions, the maximum power point tracking (MPPT) control strategy needs to be formulated that continuously operates the PV system at its MPP. To achieve this goal, a hybrid nonlinear, very fast and efficient MPPT control strategy, based on the robust integral backstepping (RIB) control, is formulated in this research article. The simulation testbed comprises a standalone PV array, a non-inverting buck-boost (NIBB) DC-DC power converter, a purely resistive and a dynamic load (sound system). The proposed MPPT control scheme consists of two loops, where the first loop generates the real-time offline reference peak power voltage through an adaptive neuro-fuzzy inference system (ANFIS) network, which is then utilized in the second loop as a set-point value for generating a control signal and then forcing the PV system to be operated at this set-point by continuously adjusting the duty ratio of the power converter. This control strategy exhibits no overshoot, fast convergence, good transient response, fast rising and settling times and minimum output tracking error. The MATLAB/Simulink platform is used to test the performance of the proposed MPPT strategy against varying meteorological conditions, plant current and voltage faults and plant parametric uncertainties. To validate the superiority of the proposed control strategy, a comparative analysis of the proposed control strategy is presented with the nonlinear backstepping (B), integral backstepping controller (IB) and conventional PID and P&O based MPPT controllers. Public Library of Science 2020-05-19 /pmc/articles/PMC7236993/ /pubmed/32427990 http://dx.doi.org/10.1371/journal.pone.0231749 Text en © 2020 Ali et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ali, Kamran
Khan, Qudrat
Ullah, Shafaat
Khan, Ilyas
Khan, Laiq
Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system
title Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system
title_full Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system
title_fullStr Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system
title_full_unstemmed Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system
title_short Nonlinear robust integral backstepping based MPPT control for stand-alone photovoltaic system
title_sort nonlinear robust integral backstepping based mppt control for stand-alone photovoltaic system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236993/
https://www.ncbi.nlm.nih.gov/pubmed/32427990
http://dx.doi.org/10.1371/journal.pone.0231749
work_keys_str_mv AT alikamran nonlinearrobustintegralbacksteppingbasedmpptcontrolforstandalonephotovoltaicsystem
AT khanqudrat nonlinearrobustintegralbacksteppingbasedmpptcontrolforstandalonephotovoltaicsystem
AT ullahshafaat nonlinearrobustintegralbacksteppingbasedmpptcontrolforstandalonephotovoltaicsystem
AT khanilyas nonlinearrobustintegralbacksteppingbasedmpptcontrolforstandalonephotovoltaicsystem
AT khanlaiq nonlinearrobustintegralbacksteppingbasedmpptcontrolforstandalonephotovoltaicsystem