IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i16p4924-d612659.html
   My bibliography  Save this article

Condition Monitoring of Internal Combustion Engines in Thermal Power Plants Based on Control Charts and Adapted Nelson Rules

Author

Listed:
  • Fernanda Mitchelly Vilas Boas

    (Itajuba Federal University, Pro-Reitoria de Pesquisa e Pos-Graduacao (PRPPG), Itajuba 37500-903, MG, Brazil
    Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Luiz Eduardo Borges-da-Silva

    (Itajuba Federal University, Pro-Reitoria de Pesquisa e Pos-Graduacao (PRPPG), Itajuba 37500-903, MG, Brazil)

  • Helcio Francisco Villa-Nova

    (Itajuba Federal University, Pro-Reitoria de Pesquisa e Pos-Graduacao (PRPPG), Itajuba 37500-903, MG, Brazil)

  • Erik Leandro Bonaldi

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Levy Ely Lacerda Oliveira

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Germano Lambert-Torres

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Frederico de Oliveira Assuncao

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Claudio Inacio de Almeida Costa

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Mateus Mendes Campos

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Wilson Cesar Sant’Ana

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil)

  • Josue Lacerda

    (Gnarus Institute, Itajuba 37500-052, MG, Brazil
    Rio Amazonas Energia S.A. (RAESA), Manaus 69099-899, AM, Brazil)

  • Jose Luiz Marques da Silva Junior

    (Rio Amazonas Energia S.A. (RAESA), Manaus 69099-899, AM, Brazil)

  • Edenio Gomes da Silva

    (Rio Amazonas Energia S.A. (RAESA), Manaus 69099-899, AM, Brazil)

Abstract

In thermal power plants, the internal combustion engines are constantly subjected to stresses, requiring a continuous monitoring system in order to check their operating conditions. However, most of the time, these monitoring systems only indicate if the monitored parameters are in nonconformity close to the occurrence of a catastrophic failure—they do not allow a predictive analysis of the operating conditions of the machine. In this paper, a statistical model, based on the statistical control process and Nelson Rules, is proposed to analyze the operational conditions of the machine based on the supervisory system data. The statistical model is validated through comparisons with entries of the plant logbook. It is demonstrated that the results obtained with the proposed statistical model match perfectly with the entries of the logbook, showing our model to be a promising tool for making decisions concerning maintenance in the plant.

Suggested Citation

  • Fernanda Mitchelly Vilas Boas & Luiz Eduardo Borges-da-Silva & Helcio Francisco Villa-Nova & Erik Leandro Bonaldi & Levy Ely Lacerda Oliveira & Germano Lambert-Torres & Frederico de Oliveira Assuncao , 2021. "Condition Monitoring of Internal Combustion Engines in Thermal Power Plants Based on Control Charts and Adapted Nelson Rules," Energies, MDPI, vol. 14(16), pages 1-17, August.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:16:p:4924-:d:612659
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/16/4924/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/16/4924/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Camila Paes Salomon & Claudio Ferreira & Wilson Cesar Sant’Ana & Germano Lambert-Torres & Luiz Eduardo Borges da Silva & Erik Leandro Bonaldi & Levy Ely de Lacerda de Oliveira & Bruno Silva Torres, 2019. "A Study of Fault Diagnosis Based on Electrical Signature Analysis for Synchronous Generators Predictive Maintenance in Bulk Electric Systems," Energies, MDPI, vol. 12(8), pages 1-16, April.
    2. Pearre, Nathaniel & Swan, Lukas, 2020. "Reimagining renewable electricity grid management with dispatchable generation to stabilize energy storage," Energy, Elsevier, vol. 203(C).
    3. Liping Pang & Size Yi & Liqiang Duan & Wenxue Li & Yongping Yang, 2019. "Thermal Stress and Cyclic Stress Analysis of a Vertical Water-Cooled Wall at a Utility Boiler under Flexible Operation," Energies, MDPI, vol. 12(6), pages 1-18, March.
    4. Magdalena Jaremkiewicz & Jan Taler, 2020. "Online Determining Heat Transfer Coefficient for Monitoring Transient Thermal Stresses," Energies, MDPI, vol. 13(3), pages 1-13, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Frederico de Oliveira Assuncao & Luiz Eduardo Borges-da-Silva & Helcio Francisco Villa-Nova & Erik Leandro Bonaldi & Levy Ely Lacerda Oliveira & Germano Lambert-Torres & Carlos Eduardo Teixeira & Wils, 2021. "Reduced Scale Laboratory for Training and Research in Condition-Based Maintenance Strategies for Combustion Engine Power Plants and a Novel Method for Monitoring of Inlet and Exhaust Valves," Energies, MDPI, vol. 14(19), pages 1-23, October.
    2. Filipe Quintal, 2022. "Energy Monitoring Technologies," Energies, MDPI, vol. 15(16), pages 1-2, August.

    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. Ting Zhang & Shuaishuai Cao & Lingying Pan & Chenyu Zhou, 2020. "A Policy Effect Analysis of China’s Energy Storage Development Based on a Multi-Agent Evolutionary Game Model," Energies, MDPI, vol. 13(23), pages 1-35, November.
    2. Tommy Lundgren & Mattias Vesterberg, 2024. "Efficiency in electricity distribution in Sweden and the effects of small-scale generation, electric vehicles and dynamic tariffs," Journal of Productivity Analysis, Springer, vol. 62(2), pages 121-137, October.
    3. Barbosa de Santis, Rodrigo & Silveira Gontijo, Tiago & Azevedo Costa, Marcelo, 2021. "Condition-based maintenance in hydroelectric plants: A systematic literature review," MPRA Paper 115912, University Library of Munich, Germany.
    4. Sandra Eriksson, 2019. "Permanent Magnet Synchronous Machines," Energies, MDPI, vol. 12(14), pages 1-5, July.
    5. Jerzy Okrajni & Mariusz Twardawa & Krzysztof Wacławiak, 2021. "Impact of Heat Transfer on Transient Stress Fields in Power Plant Boiler Components," Energies, MDPI, vol. 14(4), pages 1-19, February.
    6. Li, Xin & Wu, Xian & Gui, De & Hua, Yawen & Guo, Panfeng, 2021. "Power system planning based on CSP-CHP system to integrate variable renewable energy," Energy, Elsevier, vol. 232(C).
    7. Durmaz, Tunç & Acar, Sevil & Kızılkaya, Simay, 2024. "Generation failures, strategic withholding, and capacity payments in the Turkish electricity market," Energy Policy, Elsevier, vol. 184(C).
    8. Gabriel Nasser Doyle de Doile & Paulo Rotella Junior & Luiz Célio Souza Rocha & Ivan Bolis & Karel Janda & Luiz Moreira Coelho Junior, 2021. "Hybrid Wind and Solar Photovoltaic Generation with Energy Storage Systems: A Systematic Literature Review and Contributions to Technical and Economic Regulations," Energies, MDPI, vol. 14(20), pages 1-22, October.
    9. Rodrigo Barbosa de Santis & Marcelo Azevedo Costa, 2020. "Extended Isolation Forests for Fault Detection in Small Hydroelectric Plants," Sustainability, MDPI, vol. 12(16), pages 1-16, August.
    10. Akilu Yunusa-Kaltungo & Ruifeng Cao, 2020. "Towards Developing an Automated Faults Characterisation Framework for Rotating Machines. Part 1: Rotor-Related Faults," Energies, MDPI, vol. 13(6), pages 1-20, March.
    11. Magda Joachimiak, 2021. "Analysis of Thermodynamic Parameter Variability in a Chamber of a Furnace for Thermo-Chemical Treatment," Energies, MDPI, vol. 14(10), pages 1-18, May.
    12. Joachimiak, Damian & Joachimiak, Magda & Frąckowiak, Andrzej, 2024. "Determination of boundary conditions from the solution of the inverse heat conduction problem in the gas nitriding process," Energy, Elsevier, vol. 300(C).
    13. Khaloie, Hooman & Anvari-Moghaddam, Amjad & Contreras, Javier & Siano, Pierluigi, 2021. "Risk-involved optimal operating strategy of a hybrid power generation company: A mixed interval-CVaR model," Energy, Elsevier, vol. 232(C).
    14. Hedrick, Katherine & Omell, Benjamin & Zitney, Stephen E. & Bhattacharyya, Debangsu, 2024. "Development of a health monitoring framework: Application to a supercritical pulverized coal-fired boiler," Energy, Elsevier, vol. 290(C).
    15. Nikolay Korolev & Anatoly Kozyaruk & Valentin Morenov, 2021. "Efficiency Increase of Energy Systems in Oil and Gas Industry by Evaluation of Electric Drive Lifecycle," Energies, MDPI, vol. 14(19), pages 1-15, September.
    16. O'Connell, Sarah & Reynders, Glenn & Keane, Marcus M., 2021. "Impact of source variability on flexibility for demand response," Energy, Elsevier, vol. 237(C).
    17. Frederico de Oliveira Assuncao & Luiz Eduardo Borges-da-Silva & Helcio Francisco Villa-Nova & Erik Leandro Bonaldi & Levy Ely Lacerda Oliveira & Germano Lambert-Torres & Carlos Eduardo Teixeira & Wils, 2021. "Reduced Scale Laboratory for Training and Research in Condition-Based Maintenance Strategies for Combustion Engine Power Plants and a Novel Method for Monitoring of Inlet and Exhaust Valves," Energies, MDPI, vol. 14(19), pages 1-23, October.
    18. Taler, Dawid & Dzierwa, Piotr & Kaczmarski, Karol & Taler, Jan, 2022. "Increase the flexibility of steam boilers by optimisation of critical pressure component heating," Energy, Elsevier, vol. 250(C).
    19. Isac Antônio dos Santos Areias & Luiz Eduardo Borges da Silva & Erik Leandro Bonaldi & Levy Ely de Lacerda de Oliveira & Germano Lambert-Torres & Vitor Almeida Bernardes, 2019. "Evaluation of Current Signature in Bearing Defects by Envelope Analysis of the Vibration in Induction Motors," Energies, MDPI, vol. 12(21), pages 1-15, October.
    20. Jerzy Okrajni & Krzysztof Wacławiak & Mariusz Twardawa & Grzegorz Junak, 2022. "The Impact of Conventional Power Block Startup Procedures on the Fatigue Behavior of Drum Materials," Energies, MDPI, vol. 15(10), pages 1-19, May.

    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:gam:jeners:v:14:y:2021:i:16:p:4924-:d:612659. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.