Design of iterative learning control via alternating direction method of multipliers for building temperature control system

Tuynh Van Pham, Dinh Hoa Nguyen, David Banjerdpongchai

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This paper proposes a design of Iterative Learning Control (ILC) based on Alternating Direction Method of Multipliers (ADMM) with application to building temperature control system (BTCS). BTCS is modeled by linear multi-agent system subjected to undirected communication topology. The main advantage of the proposed scheme is that it gives good performance despite existing the interconnection among rooms. In this paper, the ILC design is formulated as computing control input updating. Moreover, we apply ILC to a four-connected room model. It aims that the temperature of each room in building is controlled by a central controller. Finally, numerical results illustrate the effectiveness of ILC.

Original languageEnglish
Title of host publicationECTI-CON 2017 - 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages814-817
Number of pages4
ISBN (Electronic)9781538604496
DOIs
Publication statusPublished - Nov 3 2017
Event14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2017 - Phuket, Thailand
Duration: Jun 27 2017Jun 30 2017

Publication series

NameECTI-CON 2017 - 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology

Other

Other14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, ECTI-CON 2017
CountryThailand
CityPhuket
Period6/27/176/30/17

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All Science Journal Classification (ASJC) codes

  • Behavioral Neuroscience
  • Instrumentation
  • Electrical and Electronic Engineering
  • Human-Computer Interaction
  • Information Systems
  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture

Cite this

Van Pham, T., Nguyen, D. H., & Banjerdpongchai, D. (2017). Design of iterative learning control via alternating direction method of multipliers for building temperature control system. In ECTI-CON 2017 - 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (pp. 814-817). [8096363] (ECTI-CON 2017 - 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ECTICon.2017.8096363