IDEAS home Printed from https://ideas.repec.org/a/taf/japsta/v27y2000i8p991-1006.html
   My bibliography  Save this article

Exploring the characteristics of rotating electric machines with factor analysis

Author

Listed:
  • Carlos Mate
  • Rafael Calderon

Abstract

Applications of multivariate statistics in engineering are hard to find, apart from those in quality control. However, we think that further insight into some technological cases may be gained by using adequate multivariate analysis tools. In this paper, we propose a review of the key parameters of rotating electric machines with factor analysis. This statistical technique allows not only the reduction of the dimension of the case we are analysing, but also reveals subtle relationships between the variables under study. We show an application of this methodology by studying the interrelations between the key variables in an electric machine, in this case the squirrel-cage induction motor. Through a step-by-step presentation of the case study, we deal with some of the topics an applied researcher may face, such as the rotation of the original factors, the extraction of higher-order factors and the development of the exploratory model. As a result, we present a worthwhile framework to both confirm our previous knowledge and capture unexplored facts. Moreover, it may provide a new approach to describing and understanding the design, performance and operating characteristics of these machines.

Suggested Citation

  • Carlos Mate & Rafael Calderon, 2000. "Exploring the characteristics of rotating electric machines with factor analysis," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(8), pages 991-1006.
    • Handle: RePEc:taf:japsta:v:27:y:2000:i:8:p:991-1006
    DOI: 10.1080/02664760050173319
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/02664760050173319
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/02664760050173319?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sean B. Eom & Roy S. Farris, 1996. "The contributions of organizational science to the development of decision support systems research subspecialties," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 47(12), pages 941-952, December.
    2. repec:ucp:bkecon:9780226316529 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Eom, Sean B, 1998. "The Intellectual Development and Structure of Decision Support Systems (1991-1995)," Omega, Elsevier, vol. 26(5), pages 639-657, October.
    2. Sandra Miguel & Félix Moya-Anegón & Víctor Herrero-Solana, 2008. "A new approach to institutional domain analysis: Multilevel research fronts structure," Scientometrics, Springer;Akadémiai Kiadó, vol. 74(3), pages 331-344, March.
    3. Eom, Sean, 2008. "All author cocitation analysis and first author cocitation analysis: A comparative empirical investigation," Journal of Informetrics, Elsevier, vol. 2(1), pages 53-64.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:japsta:v:27:y:2000:i:8:p:991-1006. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CJAS20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.