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...
Autores principales: | , , , , |
---|---|
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 |