Implementation of Dynamic Matrix Control on Field Programmable Gate Array

High performance computer is often required by model predictive control （MPC） systems due to the heavy online computation burden. To extend MPC to more application cases with low-cost computation facilities, the implementation of MPC controller on field programmable gate array （FPGA） system is studi...

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Bibliographic Details
Published inShanghai jiao tong da xue xue bao Vol. 16; no. 4; pp. 441 - 446
Main Author 兰建 李德伟 杨楠 席裕庚
Format Journal Article
LanguageEnglish
Published Heidelberg Shanghai Jiaotong University Press 01.08.2011
Subjects
Algorithms
Architecture
Bulk molding compounds
Computation
Computer Science
Control systems
Dynamical systems
Dynamics
Electrical Engineering
Engineering
Field programmable gate arrays
Life Sciences
Materials Science
Mathematical models
field programmable gate array (FPGA)
dynamic matrix control (DMC)
active set
programmable logic device
TP 273
model predictive control (MPC)
quadratic programming (QP)
Online AccessGet full text
ISSN1007-1172
1995-8188
DOI10.1007/s12204-010-1086-z

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Summary:High performance computer is often required by model predictive control （MPC） systems due to the heavy online computation burden. To extend MPC to more application cases with low-cost computation facilities, the implementation of MPC controller on field programmable gate array （FPGA） system is studied. For the dynamic matrix control （DMC） algorithm, the main design idea and the implemental strategy of DMC controller are introduced based on a FPGA＇s embedded system. The performance tests show that both the computation efficiency and the accuracy of the proposed controller can be satisfied due to the parallel computing capability of FPGA.
Bibliography:LAN Jian , LI De-wei, YANG Nan, XI Yu-geng （Department of Automation, Shanghai Jiaotong University; Key Laboratory of System Control and Information Processing Ministry of Education, Shanghai 200240, China）
High performance computer is often required by model predictive control （MPC） systems due to the heavy online computation burden. To extend MPC to more application cases with low-cost computation facilities, the implementation of MPC controller on field programmable gate array （FPGA） system is studied. For the dynamic matrix control （DMC） algorithm, the main design idea and the implemental strategy of DMC controller are introduced based on a FPGA＇s embedded system. The performance tests show that both the computation efficiency and the accuracy of the proposed controller can be satisfied due to the parallel computing capability of FPGA.
31-1943/U
model predictive control （MPC）, dynamic matrix control （DMC）, quadratic programming （QP）, active set, programmable logic device, field programmable gate array （FPGA）
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ISSN:1007-1172
1995-8188
DOI:10.1007/s12204-010-1086-z