Adaptive control of a switch mode DC-DC power converter using a Recursive FIR predictor

Maher Algreer; Matthew Armstrong; Damian Giaouris

doi:10.1049/cp.2010.0012

Adaptive control of a switch mode DC-DC power converter using a Recursive FIR predictor

Maher Algreer, Matthew Armstrong, Damian Giaouris

SCEDT Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Abstract

The classical Recursive Least Squares (RLS) algorithm is used in many adaptive control strategies. Unfortunately, these schemes often require significant signal processing and microprocessor hardware to implement. This can be a problem in cost sensitive systems. For this reason, this paper proposes the application of an alternative technique for the adaptive control of power electronic converter circuits. Specific attention is given to the adaptive control of a dc-dc converter. The method is computationally efficient and based around a Dichotomous Coordinate Descent (DCD) algorithm. The proposed controller uses an adaptive PD+I structure which, alongside the DCD algorithm, offers an effective alternative to a conventional Proportional-Integral-Derivative (PID) controller.

Original language	English
Title of host publication	5th IET International Conference on Power Electronics, Machines and Drives, PEMD 2010
Volume	2010
Edition	563 CP
DOIs	https://doi.org/10.1049/cp.2010.0012
Publication status	Published - 2 Sept 2010
Event	5th IET International Conference on Power Electronics, Machines and Drives - Brighton, United Kingdom Duration: 19 Apr 2010 → 21 Apr 2010

Conference

Conference	5th IET International Conference on Power Electronics, Machines and Drives
Abbreviated title	PEMD 2010
Country/Territory	United Kingdom
City	Brighton
Period	19/04/10 → 21/04/10

Access to Document

10.1049/cp.2010.0012

Cite this

@inproceedings{e5a4e96a34c144ce9b4166eb1841241d,

title = "Adaptive control of a switch mode DC-DC power converter using a Recursive FIR predictor",

abstract = "The classical Recursive Least Squares (RLS) algorithm is used in many adaptive control strategies. Unfortunately, these schemes often require significant signal processing and microprocessor hardware to implement. This can be a problem in cost sensitive systems. For this reason, this paper proposes the application of an alternative technique for the adaptive control of power electronic converter circuits. Specific attention is given to the adaptive control of a dc-dc converter. The method is computationally efficient and based around a Dichotomous Coordinate Descent (DCD) algorithm. The proposed controller uses an adaptive PD+I structure which, alongside the DCD algorithm, offers an effective alternative to a conventional Proportional-Integral-Derivative (PID) controller.",

author = "Maher Algreer and Matthew Armstrong and Damian Giaouris",

year = "2010",

month = sep,

day = "2",

doi = "10.1049/cp.2010.0012",

language = "English",

isbn = "9781849192316",

volume = "2010",

booktitle = "5th IET International Conference on Power Electronics, Machines and Drives, PEMD 2010",

edition = "563 CP",

note = "5th IET International Conference on Power Electronics, Machines and Drives, PEMD 2010 ; Conference date: 19-04-2010 Through 21-04-2010",

}

Algreer, M, Armstrong, M & Giaouris, D 2010, Adaptive control of a switch mode DC-DC power converter using a Recursive FIR predictor. in 5th IET International Conference on Power Electronics, Machines and Drives, PEMD 2010. 563 CP edn, vol. 2010, 5th IET International Conference on Power Electronics, Machines and Drives, Brighton, United Kingdom, 19/04/10. https://doi.org/10.1049/cp.2010.0012

TY - GEN

T1 - Adaptive control of a switch mode DC-DC power converter using a Recursive FIR predictor

AU - Algreer, Maher

AU - Armstrong, Matthew

AU - Giaouris, Damian

PY - 2010/9/2

Y1 - 2010/9/2

N2 - The classical Recursive Least Squares (RLS) algorithm is used in many adaptive control strategies. Unfortunately, these schemes often require significant signal processing and microprocessor hardware to implement. This can be a problem in cost sensitive systems. For this reason, this paper proposes the application of an alternative technique for the adaptive control of power electronic converter circuits. Specific attention is given to the adaptive control of a dc-dc converter. The method is computationally efficient and based around a Dichotomous Coordinate Descent (DCD) algorithm. The proposed controller uses an adaptive PD+I structure which, alongside the DCD algorithm, offers an effective alternative to a conventional Proportional-Integral-Derivative (PID) controller.

AB - The classical Recursive Least Squares (RLS) algorithm is used in many adaptive control strategies. Unfortunately, these schemes often require significant signal processing and microprocessor hardware to implement. This can be a problem in cost sensitive systems. For this reason, this paper proposes the application of an alternative technique for the adaptive control of power electronic converter circuits. Specific attention is given to the adaptive control of a dc-dc converter. The method is computationally efficient and based around a Dichotomous Coordinate Descent (DCD) algorithm. The proposed controller uses an adaptive PD+I structure which, alongside the DCD algorithm, offers an effective alternative to a conventional Proportional-Integral-Derivative (PID) controller.

UR - http://www.scopus.com/inward/record.url?scp=77956087669&partnerID=8YFLogxK

U2 - 10.1049/cp.2010.0012

DO - 10.1049/cp.2010.0012

M3 - Conference contribution

AN - SCOPUS:77956087669

SN - 9781849192316

VL - 2010

BT - 5th IET International Conference on Power Electronics, Machines and Drives, PEMD 2010

T2 - 5th IET International Conference on Power Electronics, Machines and Drives

Y2 - 19 April 2010 through 21 April 2010

ER -

Adaptive control of a switch mode DC-DC power converter using a Recursive FIR predictor

Abstract

Conference

Access to Document

Other files and links

Fingerprint

Cite this