Optimal LED-based illumination control via distributed convex optimization

Muhammad Aslam, R.M. Hermans, A. Pandharipande, M. Lazar

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

2 Citations (Scopus)
1 Downloads (Pure)

Abstract

Achieving illumination and energy consumption targets is essential in indoor lighting design. The provision of localized illumination to occupants, and the utilization of natural light and energy-efficient light-emitting diode (LED) luminaires can help meet both objectives. Localized illumination control schemes require suitable coordination mechanisms to obtain luminaire dimming levels that achieve the desired illuminance levels and reduce energy costs. This paper presents several distributed optimal LED-based illumination control schemes that provide localized illuminance to occupants. The lighting system consists of multiple LED-based luminaires, each of which has a controller that can process information locally and communicate with nearby controllers. The illuminance requirements and energy costs for the lighting system are expressed as a linear programming problem. This optimization problem is solved, in a distributed manner, across the network of controllers using local communication amongst the controllers. State-of-the-art distributed optimization methods, based on accelerated first-order methods, are applied to parallelize the computational tasks among multiple controllers. Important practical aspects such as the rate of convergence, computational complexity, and communication requirements are investigated via simulations.
Original languageEnglish
Title of host publicationProceedings of the 19th World Congress of The International Federation of Automatic Control (IFAC), August 24-29, 2014, Cape Town, South Africa
EditorsEdward Boje, Xiaohua Xia
Place of PublicationOxford
PublisherPergamon
Pages11350-11356
ISBN (Print)978-3-902823-62-5
DOIs
Publication statusPublished - 2014
Event19th World Congress of the International Federation of Automatic Control (IFAC 2014 World Congress) - Cape Town International Convention Centre, Cape Town, South Africa
Duration: 24 Aug 201429 Aug 2014
Conference number: 19
http://www.ifac2014.org

Publication series

NameIFAC Proceedings Volumes
Number3
Volume47
ISSN (Print)1474-6670

Conference

Conference19th World Congress of the International Federation of Automatic Control (IFAC 2014 World Congress)
Abbreviated titleIFAC 2014
Country/TerritorySouth Africa
CityCape Town
Period24/08/1429/08/14
Internet address

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