DocumentCode
1279820
Title
Automated system identification and controller tuning for digitally controlled dc-dc converters
Author
Davoudi, Ali ; Kong, Ning ; Behjati, H. ; Hagen, Matthias ; Oettinger, E.
Author_Institution
Dept. of Electr. Eng., Univ. of Texas, Arlington, TX, USA
Volume
5
Issue
6
fYear
2012
fDate
7/1/2012 12:00:00 AM
Firstpage
765
Lastpage
772
Abstract
Digital controllers are often used in interleaved multi-phase dc-dc converters. System identification is desirable for precise frequency-domain characterisations and subsequent stability assessment and/or controller design. The digital nature of the feedback signal facilitates the communication between the converter and a processing unit, which is used here to estimate the system parameters by means of system identification in situ. The phase loss, zero-order-hold effect and asynchronised sampling of the digital controller are discussed. Design limitations and desired dynamic behaviours complicate the controller design process and necessitate automated tuning of the controller. Therefore a computer-generated auto-tuning framework is set forth that provides the required controller coefficients to meet desired time and frequency performance criteria. This is an offline optimisation-based process that minimises a cost function formulated using appropriate error terms. The identification results for single- and multi-phase dc-dc converters closely match those obtained from conventional network analysers. Also, the auto-tuning performance is verified in time and frequency domains using hardware measurements and numerical simulations.
Keywords
DC-DC power convertors; numerical analysis; parameter estimation; power system control; asynchronised sampling; automated system identification; automated tuning; computer-generated auto-tuning framework; controller design; controller tuning; digital controllers; digitally controlled dc-dc converters; feedback signal facilitates; interleaved multi-phase dc-dc converters; multi-phase dc-dc converters; offline optimisation-based process; phase loss; precise frequency-domain characterisations; processing unit; single-phase dc-dc converters; subsequent stability assessment; system parameters estimation; zero-order-hold effect;
fLanguage
English
Journal_Title
Power Electronics, IET
Publisher
iet
ISSN
1755-4535
Type
jour
DOI
10.1049/iet-pel.2011.0085
Filename
6294935
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