**Author details**

Milton Fonseca Junior1 \*, Antônio Estanislau Sanches5 , Jandecy Cabral Leite2 , Jorge de Almeida Brito Júnior2 , Manoel Henrique Reis Nascimento2 , Carlos Alberto Oliveira de Freitas2 , Tirso Lorenzo Reyes Carvajal2 , David Barbosa de Alencar2 , Jorge Laureano Moya Rodriguez3 , Ubiratan Holanda Berzerra4 and Nadime Mustafa Moraes<sup>5</sup>

1 Engineering Department, Generation of Mauá, Eletrobrás Amazonas GT, Manaus, Amazonas, Brazil

2 Research Department, Institute of Technology and Education Galileo of the Amazon (ITEGAM), Manaus, Amazonas, Brazil

3 Department of Post Graduate in Industrial Engineering, Federal University of Bahia (UFBA), Brazil

4 Department of Post Graduate in Electric Engineering, Federal University of Pará (UFPA), Brazil

5 University of the State of Amazon (UEA), Manaus, Amazonas, Brazil

\*Address all correspondence to: milton.fonseca.jr@gmail.com

© 2019 The Author(s). Licensee IntechOpen. This chapter is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/ by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

**59**

*Maintenance Management with Application of Computational Intelligence Generating…*

maintenance effectiveness for series– parallel power generation system—A combined Markovian simulation model. Reliability Engineering & System Safety.

[9] Baidya R, Ghosh SK. Model for a predictive maintenance system effectiveness using the analytical hierarchy process as analytical tool. IFAC-PapersOnLine.

[10] Ripper is a 2001 Canadian-British horror film, directed by John Eyres. The film stars A. J. Cook and Bruce Payne. It was written and produced by John A.

[11] Fonseca, Miltonx, et al. Pre-dispatch of load in thermoelectric power plants considering maintenance management

[12] Junior MF et al. Maintenance tools applied to electric generators to improve energy efficiency and power quality of thermoelectric power plants. Energies.

[13] Larguech S et al. Fuzzy sliding mode control for turbocharged diesel engine. Journal of Dynamic Systems, Measurement, and Control. 2016;**138**(1):011009. ISSN 0022-0434

[14] Gonçalves BP et al. Avaliação de impactos harmônicos na rede elétrica através dos indicadores THD e fator de potência utilizando lógica fuzzy. Revista Brasileira de Energia. 2013;**19**(1):9-27

[15] Nogueira EL, Nascimento MHR. Inventory control applying sales demand prevision based on fuzzy inference system. ITEGAM-Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA). 2017;**3**:31-36. DOI: 10.5935/2447-0228.20170060

using fuzzy logic. IEEE Access.

2018;**6**:41379-41390

2017;**10**(8):1091

2015;**142**:357-368

2015;**48**(3):1463-1468

Curtis

*DOI: http://dx.doi.org/10.5772/intechopen.82795*

[1] Silva SG. Sistema interligado nacional: análise das penalizações impostas às transmissoras com foco na aplicação da parcela variável. Dissertação (Mestrado em Ciências)- Universidade Federal de Uberlândia,

Uberlândia. 2016. p. 122

**References**

101-111. ISSN 0360-5442

[3] Pless J, Fell H. Bribes, bureaucracies, and blackouts: Towards understanding how corruption at the firm level impacts electricity reliability. Resource and Energy Economics. 2017;**47**:36-55. ISSN 0928-7655

[4] Kumar N. A non convex cost function based optimal load dispatch using tlbo algorithm. Journal of Engineering Science & Technology Review. 2017;**10**(1). ISSN 1791-2377

[5] Alam N et al. A 0/1 mixed integer linear programming approach to establish an effective preventive maintenance policy for power plant. International Journal of Industrial and Systems Engineering. 2017;**25**(4):478-498

[6] Alaswad S, Xiang Y. A review on condition-based maintenance optimization models for stochastically deteriorating system. Reliability Engineering & System Safety.

[7] Arya R. Ranking of feeder sections of distribution systems for maintenance prioritization accounting distributed generations and loads using diagnostic importance factor (DIF). International Journal of Electrical Power & Energy

[8] Azadeh A, Asadzadeh SM, Salehi N,

2017;**157**:54-63

Systems. 2016;**74**:70-77

Firoozi M. Condition-based

[2] Ma H et al. Multi-objective biogeography-based optimization for dynamic economic emission load dispatch considering plug-in electric vehicles charging. Energy. 2017;**135**:

*Maintenance Management with Application of Computational Intelligence Generating… DOI: http://dx.doi.org/10.5772/intechopen.82795*
