IDEAS home Printed from https://ideas.repec.org/h/ito/pchaps/170059.html
   My bibliography  Save this book chapter

Maintenance Management with Application of Computational Intelligence Generating a Decision Support System for the Load Dispatch in Power Plants

In: Maintenance Management

Author

Listed:
  • Milton Fonseca Junior
  • Nadime Mustafa Moraes
  • Ubiratan Holanda Holanda Berzerra
  • Jorge Laureano Moya Rodriguez
  • Carlos Alberto Alberto Oliveira De Oliveira de Freitas
  • Manoel Henrique Reis Nascimento
  • Jorge De Almeida Brito de Almeida Brito Junior
  • David Barbosa de Alencar
  • Jandecy Cabral Leite
  • Tirso Lorenzo Reyes Carvajal
  • Antonio Estanislau Sanches

Abstract

The development of a computational tool to support the decision of load dispatch according to the operational conditions of motors and generators of power plants is proposed, which are classified in relation to the probabilities of faults by a fuzzy system developed in this text, from indicators obtained from the analysis of lubricating oil, vibration analysis, and thermography of power generation equipment. The basis for the study is based on the principle of operation and operational conditions of the equipment to be dispatched for generation in a power plant, in addition to its particularities as specific consumption and the polluting emission for each equipment. In this way, this work aims not only to provide the tools to monitor these equipment but also, based on the management reports of vibration, temperature, and oil analysis, take corrective actions to maintain the necessary reliability and achieve the quality of the service through a preclearance procedure that takes into account the operating conditions of the equipment, obtaining performance indicators of the plan.

Suggested Citation

  • Milton Fonseca Junior & Nadime Mustafa Moraes & Ubiratan Holanda Holanda Berzerra & Jorge Laureano Moya Rodriguez & Carlos Alberto Alberto Oliveira De Oliveira de Freitas & Manoel Henrique Reis Nascim, 2020. "Maintenance Management with Application of Computational Intelligence Generating a Decision Support System for the Load Dispatch in Power Plants," Chapters, in: Fausto Pedro Garcia Marquez & Mayorkinos Papaelias (ed.), Maintenance Management, IntechOpen.
    • Handle: RePEc:ito:pchaps:170059
    DOI: 10.5772/intechopen.82795
    as

    Download full text from publisher

    File URL: https://www.intechopen.com/chapters/66779
    Download Restriction: no
    File URL: https://libkey.io/10.5772/intechopen.82795?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
    ---><---

    More about this item

    Keywords

    economic load dispatch; management maintenance program; electric generators; power plants and fuzzy logic;
    All these keywords.

    JEL classification:

    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality

    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:ito:pchaps:170059. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: Slobodan Momcilovic (email available below). General contact details of provider: http://www.intechopen.com .

    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.