A graph database approach to wireless iiot workcell performance evaluation

Richard Candell, Mohamed Kashef, Yongkang Liu, Karl Montgomery, Sebti Foufou

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

Abstract

The workcell is considered a main building block of various industrial settings. Hence, it is examined as a primary testing environment for studying wireless communication techniques in factory automation processes. A new testbed was recently designed and developed to facilitate such studies in workcells by replicating various data flows in an emulated production environment. In this paper, an approach to storing and analyzing network performance data from a manufacturing factory workcell is introduced. A robotic testbed was constructed using two collaborative grade robot arms, machine emulators, and wireless communication devices. A graph database approach was implemented to capture network and operational event data among the components within the testbed. A schema is proposed, developed, and elaborated; a database is then populated with events from the testbed, and the resulting graph is presented. Query commands are then presented as a means to examine and analyze network performance and relationships within the components of the network. Additionally, we demonstrate how to extract correlations between receive signal power and network delay within the testbed using the graph database query language. Finally, using the inherently interconnected nature of the graph database, we discuss applying the graph database approach toward examining more complex relationships between the wireless communications network and the operational system.

Original languageEnglish (US)
Title of host publicationProceedings - 2020 IEEE International Conference on Industrial Technology, ICIT 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages251-258
Number of pages8
ISBN (Electronic)9781728157542
DOIs
StatePublished - Feb 2020
Event21st IEEE International Conference on Industrial Technology, ICIT 2020 - Buenos Aires, Argentina
Duration: Feb 26 2020Feb 28 2020

Publication series

NameProceedings of the IEEE International Conference on Industrial Technology
Volume2020-February

Conference

Conference21st IEEE International Conference on Industrial Technology, ICIT 2020
CountryArgentina
CityBuenos Aires
Period2/26/202/28/20

Keywords

  • Factory automation
  • Graph database
  • Industrial wireless
  • Instrumentation
  • Measurement
  • Testbed

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering

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  • Cite this

    Candell, R., Kashef, M., Liu, Y., Montgomery, K., & Foufou, S. (2020). A graph database approach to wireless iiot workcell performance evaluation. In Proceedings - 2020 IEEE International Conference on Industrial Technology, ICIT 2020 (pp. 251-258). [9067199] (Proceedings of the IEEE International Conference on Industrial Technology; Vol. 2020-February). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICIT45562.2020.9067199