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Practical verification of adaptive dynamic matrix control with interpolated parameters

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

7 Citations (Scopus)

Abstract

The paper presents the experimental studies of the adaptive dynamic matrix control (DMC) algorithm with interpolated parameters. The idea of adaptation mechanism is to determine the controller parameters that appear in the control law equation for several operating points of the system. In turn, the parameter values between the two consecutive operating points are calculated by using linear spline interpolation. The effectiveness of the adaptive DMC algorithm is studied for the electric flow heater for various number of operating points (interpolation nodes) in the presence of step changes in the set point and mean power of the electric heater. The obtained results show that it is possible to significantly reduce the number of interpolation nodes, while keeping the control system performance at a satisfactory level.

Original languageEnglish
Title of host publication2016 21st International Conference on Methods and Models in Automation and Robotics, MMAR 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1182-1187
Number of pages6
ISBN (Electronic)9781509018666
DOIs
Publication statusPublished - 22 Sept 2016
Event21st International Conference on Methods and Models in Automation and Robotics, MMAR 2016 - Miedzyzdroje, Poland
Duration: 29 Aug 20161 Sept 2016

Publication series

Name2016 21st International Conference on Methods and Models in Automation and Robotics, MMAR 2016

Conference

Conference21st International Conference on Methods and Models in Automation and Robotics, MMAR 2016
Country/TerritoryPoland
CityMiedzyzdroje
Period29/08/161/09/16

Keywords

  • DMC controller
  • adaptive control
  • electric flow heater
  • interpolation
  • temperature control

ASJC Scopus subject areas

  • Control and Optimization
  • Control and Systems Engineering
  • Artificial Intelligence

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