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Paper information

Asset management overview focusing on fault detection in industrial processes - A state of the art

J.A. García Matos, M.A. Sanz-Bobi, A. Muñoz

International Journal of COMADEM Vol. 16, nº. 2, pp. 43 - 54

Summary:
The current energetic and economic context brings the need of a proper management of power generation facilities and components. This paper is intended to provide a wide view of the state of the art in asset management, with a special focus on fault detection and diagnosis. The different stages involved in asset management are defined and arranged as layers over the supervised process: Acquisition and pre-processing of data, fault detection, fault diagnosis and maintenance policies. Fault detection approaches are analysed in-depth, highlighting the main characteristics, the advantages and the drawbacks of each approach. Fault diagnosis techniques and maintenance policies are also described and analysed. A detailed bibliography on these topics is also provided.


Keywords: Asset management; Power generation facilities/components; fault detection/diagnosis


Published on paper: April 2013.



Citation:
J.A. García Matos, M.A. Sanz-Bobi, A. Muñoz. Asset management overview focusing on fault detection in industrial processes - A state of the art. International Journal of COMADEM. Vol. 16, nº. 2, pp. 43 - 54, April 2013.


    Research topics:
  • *Artificial intelligence applied to maintenance diagnosis and reliability
  • *Forecasting and data mining
  • *Modeling, simulation and optimization

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