• DocumentCode
    2376768
  • Title

    A conceptual data management model of a feedback assistance system to support product improvement

  • Author

    Dienst, Susanne ; Fathi, Madjid ; Abramovici, Michael ; Lindner, Andreas

  • Author_Institution
    Inst. oInst. off Knowledge Based Syst. & Knowledge Manage., Univ. of Siegen, Siegen, Germany
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    446
  • Lastpage
    451
  • Abstract
    This paper describes a unifying data management concept for feedback assistance systems. The assistance system is to be integrated into existing system scenery. During the use of a hydraulic system, objective feedback such as sensor data or service data is captured and managed in local databases by the machine operators. The aim is to lead such Product Use Information (PUI) back into product development. That way, the product developer uses the information to derive additional and innovative potential to improve next generation products. The information flow is related in various systems i.e. the operator of the machine and the manufacturer. Furthermore, the PUI is managed inside the assistance system based on a data warehouse. The data warehouse is coupled with a Product Lifecycle Management (PLM) system, a well-known system to product developers. Within the PLM system, product master data is created and managed. This also serves as the basis for the assistance system, so that the data models for both systems have to be amalgamated.
  • Keywords
    data warehouses; manufacturing data processing; product life cycle management; PLM system; conceptual data management model; data model; data warehouse; feedback assistance system; hydraulic system; information flow; next generation product; product development; product improvement; product lifecycle management; product master data; product use information; sensor data; service data; Bayesian methods; Couplings; Data models; Databases; Engines; Product development; Temperature measurement; Assistance System; Data Model; Information Flow; Product Improvement; Product Lifecycle Management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083706
  • Filename
    6083706