An approach to provide efficient choices to a household consumer

Ricardo Santos, João C. O. Matias, António Abreu

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

2 Citations (Scopus)

Abstract

In this work, it will be presented an approach, applied to an energy efficiency problem in buildings, which allows the decision-agent (consumer) to perform a set of efficient choices, suitable to its needs, reducing therefore, the building overall energy consumption during the equipment lifecycle period (usage phase). The approach will use Evolutionary Algorithms (EA), combined with Multicriteria analysis. The quality of EA solutions will be evaluated through the comparison, with the ones, obtained from Simplex method. The EA robustness to the change of its parameters, will also be evaluated, as well as the influence of the objective function on its behavior. The approach can provide the consumer with several and different efficient solutions, with less time than Simplex. It is also possible to improve the obtained solutions, by choosing adequately the EA's control parameters, as well the problem formulation.

Original languageEnglish
Title of host publicationProceedings - 2019 International Young Engineers Forum, YEF-ECE 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages46-51
Number of pages6
ISBN (Electronic)9781538692820
DOIs
Publication statusPublished - May 2019
Event3rd International Young Engineers Forum, YEF-ECE 2019 - Caparica, Portugal
Duration: 10 May 201910 May 2019

Conference

Conference3rd International Young Engineers Forum, YEF-ECE 2019
CountryPortugal
CityCaparica
Period10/05/1910/05/19

Keywords

  • Electrical Appliances
  • Energy efficiency
  • Evolutionary Algorithms
  • Multicriteria
  • Optimization
  • Simplex

Fingerprint Dive into the research topics of 'An approach to provide efficient choices to a household consumer'. Together they form a unique fingerprint.

Cite this