Cargando…

A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function

To realize accurate current control for a boost converter, a precise measurement of the inductor current is required to achieve high resolution current regulating. Current sensors are widely used to measure the inductor current. However, the current sensors and their processing circuits significantl...

Descripción completa

Detalles Bibliográficos
Autores principales: Tong, Qiaoling, Chen, Chen, Zhang, Qiao, Zou, Xuecheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4481978/
https://www.ncbi.nlm.nih.gov/pubmed/25928061
http://dx.doi.org/10.3390/s150509986
_version_ 1782378359707140096
author Tong, Qiaoling
Chen, Chen
Zhang, Qiao
Zou, Xuecheng
author_facet Tong, Qiaoling
Chen, Chen
Zhang, Qiao
Zou, Xuecheng
author_sort Tong, Qiaoling
collection PubMed
description To realize accurate current control for a boost converter, a precise measurement of the inductor current is required to achieve high resolution current regulating. Current sensors are widely used to measure the inductor current. However, the current sensors and their processing circuits significantly contribute extra hardware cost, delay and noise to the system. They can also harm the system reliability. Therefore, current sensorless control techniques can bring cost effective and reliable solutions for various boost converter applications. According to the derived accurate model, which contains a number of parasitics, the boost converter is a nonlinear system. An Extended Kalman Filter (EKF) is proposed for inductor current estimation and output voltage filtering. With this approach, the system can have the same advantages as sensored current control mode. To implement EKF, the load value is necessary. However, the load may vary from time to time. This can lead to errors of current estimation and filtered output voltage. To solve this issue, a load variation elimination effect elimination (LVEE) module is added. In addition, a predictive average current controller is used to regulate the current. Compared with conventional voltage controlled system, the transient response is greatly improved since it only takes two switching cycles for the current to reach its reference. Finally, experimental results are presented to verify the stable operation and output tracking capability for large-signal transients of the proposed algorithm.
format Online
Article
Text
id pubmed-4481978
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-44819782015-06-29 A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function Tong, Qiaoling Chen, Chen Zhang, Qiao Zou, Xuecheng Sensors (Basel) Article To realize accurate current control for a boost converter, a precise measurement of the inductor current is required to achieve high resolution current regulating. Current sensors are widely used to measure the inductor current. However, the current sensors and their processing circuits significantly contribute extra hardware cost, delay and noise to the system. They can also harm the system reliability. Therefore, current sensorless control techniques can bring cost effective and reliable solutions for various boost converter applications. According to the derived accurate model, which contains a number of parasitics, the boost converter is a nonlinear system. An Extended Kalman Filter (EKF) is proposed for inductor current estimation and output voltage filtering. With this approach, the system can have the same advantages as sensored current control mode. To implement EKF, the load value is necessary. However, the load may vary from time to time. This can lead to errors of current estimation and filtered output voltage. To solve this issue, a load variation elimination effect elimination (LVEE) module is added. In addition, a predictive average current controller is used to regulate the current. Compared with conventional voltage controlled system, the transient response is greatly improved since it only takes two switching cycles for the current to reach its reference. Finally, experimental results are presented to verify the stable operation and output tracking capability for large-signal transients of the proposed algorithm. MDPI 2015-04-28 /pmc/articles/PMC4481978/ /pubmed/25928061 http://dx.doi.org/10.3390/s150509986 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tong, Qiaoling
Chen, Chen
Zhang, Qiao
Zou, Xuecheng
A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function
title A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function
title_full A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function
title_fullStr A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function
title_full_unstemmed A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function
title_short A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function
title_sort sensorless predictive current controlled boost converter by using an ekf with load variation effect elimination function
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4481978/
https://www.ncbi.nlm.nih.gov/pubmed/25928061
http://dx.doi.org/10.3390/s150509986
work_keys_str_mv AT tongqiaoling asensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT chenchen asensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT zhangqiao asensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT zouxuecheng asensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT tongqiaoling sensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT chenchen sensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT zhangqiao sensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction
AT zouxuecheng sensorlesspredictivecurrentcontrolledboostconverterbyusinganekfwithloadvariationeffecteliminationfunction