ACPT Integrated System of Predictive Maintenance and Operation of Eletronorte Based on Expert System

SIMPO

Authors

  • Alberto Jose Alvares Universidade de Brasilia
  • Ricardo Gudwin Unicamp

Keywords:

Condition Based Maintenance, Predictive Maintenance, Industry 4.0, OSA-CBM, Fuzzy Specialist System.

Abstract

Maintenance based on condition and diagnosis technology has a relevant function in Power Electrical System's reliability. This paper proposes the methodological development and computational implementation of a system capable of failure diagnosis on electrical generation assets in order to aid the maintenance crew and the operation at the Coaracy Nunes hydropower plant, located in the Amapa state, in the decision making related with executions of operation and maintenance actions to minimize the incipient issues before they actually occur. The proposed methodology is based in the OSA-CBM (Open System Architecture for Condition-Based Maintenance) model to structure the system’s knowledge base, in addition to implement fuzzy production rules to diagnosis of more complex failures. A case study was realized at the referred plant, showing in the results that the proposed system has a big potential on failure detection. Predictive maintenance and pattern recognition are technological enablers of Industry 4.0.

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Author Biographies

Alberto Jose Alvares, Universidade de Brasilia

Alberto J. Alvares é professor associado da Universidade de Brasília atuando em Engenharia Mecatrônica. Obteve graduação em Engenharia Mecânica pela Universidade de Brasília (1986), mestrado em Engenharia Mecânica pela Universidade Federal de Santa Catarina (1990) e doutorado em Engenharia Mecânica pela Universidade Federal de Santa Catarina (2005) e Pós-Doutorado pela Universidade de Jaume (2017).

Ricardo Gudwin, Unicamp

Ricardo Gudwin é professor associado no Departamento de Engenharia de Computação e Automação Industrial, da Faculdade de Engenharia Elétrica e de Computação, da Universidade Estadual de Campinas - DCA/FEEC/UNICAMP, atuando na área de sistemas inteligentes. Obteve sua graduação em Engenharia Elétrica (1989), Mestrado em Engenharia Elétrica (1992), Doutorado em Engenharia Elétrica (1996), e Livre Docência em Engenharia de Computação (2003).

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Published

2019-09-10

How to Cite

Alvares, A. J., & Gudwin, R. (2019). ACPT Integrated System of Predictive Maintenance and Operation of Eletronorte Based on Expert System: SIMPO. IEEE Latin America Transactions, 17(1), 155–166. Retrieved from https://latamt.ieeer9.org/index.php/transactions/article/view/1299

Issue

Vol. 17 No. 1 (2019): Ordinary Issue

Section

Articles