Cognitive technologies in adaptive models of complex plants

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

2 Citations (Scopus)


The paper deals with various aspects of the construction and application of surrogate models in CAD systems, outlines basic data analysis and simulation tasks essential for surrogate model construction, reviews the current state of the art and proposes innovative approaches based on cognitive data analysis and simulation technologies.

Original languageEnglish
Title of host publicationProceedings of the 13th IFAC Symposium on Information Control Problems in Manufacturing, INCOM'09
PublisherIFAC Secretariat
Number of pages12
Edition4 PART 1
ISBN (Print)9783902661432
Publication statusPublished - 2009
Externally publishedYes

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
Number4 PART 1
ISSN (Print)1474-6670


  • Cognitive systems
  • Data compression
  • Data handling models
  • Machine learning
  • Model approximation
  • Statistical analysis


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