Ontology-based modeling of control logic in building automation systems

Georg Ferdinand Schneider, Pieter Pauwels, Simone Steiger

Research output: Contribution to journalArticleAcademicpeer-review

19 Citations (Scopus)

Abstract

The control logic implemented in building automation systems (BAS) has a significant impact on the overall energy demand of the building. However, information on the control logic, if documented, is often concealed from further data integration and reuse in heterogeneous information silos using disparate data formats. In particular, existing data formats and information models offer limited support to describe control logic explicitly. Ontology-based modeling of the control logic of BAS can potentially result in a versatile source of information for information-driven processes to further increase the performance of technical equipment in a building. Therefore, we present a novel information model, CTRLont, which allows to formally specify the domain of control logic in BAS. We demonstrate the usefulness of the novel information model by using it as a knowledge base for automating rule-based verification of designed control logic in BAS. We successfully apply the methodology to a simple control of an air handling unit and indicate a number of future steps.
Original languageEnglish
Article number8015195
Pages (from-to)3350-3360
Number of pages11
JournalIEEE Transactions on Industrial Informatics
Volume13
Issue number6
DOIs
Publication statusPublished - Dec 2017
Externally publishedYes

Keywords

  • Building automation system (BAS)
  • control
  • ontology
  • schedule
  • state graph
  • state machine

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