Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter

In nature, the DC-DC converter deals with high switching phenomenon that contributes to the higher conduction losses. Its operation conventionally associated with PI/PID controller in order to meet the desired output. To increase the DC-DC converter performance, an advanced controller has been propo...

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Main Authors:	Erliza, Serri, Abu Zaharin, Ahmad
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2017
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/1/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter.pdf http://umpir.ump.edu.my/id/eprint/18244/2/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter%201.pdf

id	ump-18244
recordtype	eprints
spelling	ump-182442018-07-19T04:01:42Z http://umpir.ump.edu.my/id/eprint/18244/ Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter Erliza, Serri Abu Zaharin, Ahmad TK Electrical engineering. Electronics Nuclear engineering In nature, the DC-DC converter deals with high switching phenomenon that contributes to the higher conduction losses. Its operation conventionally associated with PI/PID controller in order to meet the desired output. To increase the DC-DC converter performance, an advanced controller has been proposed. However, it is deals with complex algorithm that made the controller cost higher. In this paper, the short prediction horizon of MPC using search tree optimization that generates low switching phenomenon is proposed. The optimal problem is being solve using on-line to reduce the computational effort. The Kalman filter is then used for load estimation. This control approach for DC-DC converter has produced the promising output transient performance when compared with conventional PI controller while also minimizing the switching losses phenomenon. IEEE 2017-03 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/18244/1/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter.pdf pdf en http://umpir.ump.edu.my/id/eprint/18244/2/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter%201.pdf Erliza, Serri and Abu Zaharin, Ahmad (2017) Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter. In: IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS 2016), 22 October 2016 , UniversIti Teknologi Mara Shah Alam, Malaysia. pp. 219-224.. ISBN 978-1-5090-4186-2 http://ieeexplore.ieee.org/abstract/document/7885318/
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Erliza, Serri Abu Zaharin, Ahmad Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
description	In nature, the DC-DC converter deals with high switching phenomenon that contributes to the higher conduction losses. Its operation conventionally associated with PI/PID controller in order to meet the desired output. To increase the DC-DC converter performance, an advanced controller has been proposed. However, it is deals with complex algorithm that made the controller cost higher. In this paper, the short prediction horizon of MPC using search tree optimization that generates low switching phenomenon is proposed. The optimal problem is being solve using on-line to reduce the computational effort. The Kalman filter is then used for load estimation. This control approach for DC-DC converter has produced the promising output transient performance when compared with conventional PI controller while also minimizing the switching losses phenomenon.
format	Conference or Workshop Item
author	Erliza, Serri Abu Zaharin, Ahmad
author_facet	Erliza, Serri Abu Zaharin, Ahmad
author_sort	Erliza, Serri
title	Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
title_short	Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
title_full	Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
title_fullStr	Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
title_full_unstemmed	Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter
title_sort	comparative study of short prediction mpc-kf with pi controller for dc-dc buck converter
publisher	IEEE
publishDate	2017
url	http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/ http://umpir.ump.edu.my/id/eprint/18244/1/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter.pdf http://umpir.ump.edu.my/id/eprint/18244/2/Comparative%20Study%20of%20Short%20Prediction%20MPC-KF%20with%20PI%20Controller%20for%20DC-DC%20Buck%20Converter%201.pdf
first_indexed	2023-09-18T22:25:44Z
last_indexed	2023-09-18T22:25:44Z
_version_	1777415953507680256

Comparative study of short prediction MPC-KF with PI controller for DC-DC buck converter

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