Skip to main content
SpringerLink
Log in

Comparative Study Between Hourly and Daily Generation Maintenance Scheduling

  • Conference paper
  • First Online:
Modeling, Design and Simulation of Systems (AsiaSim 2017)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 752))

Included in the following conference series:

  • 1744 Accesses

Abstract

This paper compares daily and hourly based generation maintenance scheduling, that both solved using mixed integer linear programming (MILP). Scheduling the maintenance based on hourly gives more advantages as compared to the daily in terms of security and operating cost. In the daily basis, the loading and unloading characteristic of a generator may not be satisfied as it neglects the ramp rates constraints on the consecutive days, while in the hourly basis, these constrains have been considered. Numerical case studies were evaluated on the 6-bus system, IEEE 118-bus system, and practical system. A comparative study is carried out between hourly and daily basis. The result shows that the operating cost obtained was lower when scheduling the maintenance based on hourly as compared to the daily. It can be summarized that a global optimal solution could be achieved using hourly instead of only local optimal achieved in the daily basis.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Kovacs, A., Erdos, G., Viharos, Z.J., Monostori, L.: A system for the detailed scheduling of wind farm maintenance. CIRP Ann. Manuf. Technol. 60(1), 497–501 (2011)

    Article  Google Scholar 

  2. Mohd Basri, M.A., Husain, A.R., Danapalasingam, K.A.: Enhanced backstepping controller design with application to autonomous quadrotor unmanned aerial vehicle. J. Intell. Robot. Syst. 79(2), 295–321 (2014)

    Article  Google Scholar 

  3. Suresh, K., Kumarappan, N.: Hybrid improved binary particle swarm optimization approach for generation maintenance scheduling problem. Swarm Evol. Comput. 9, 69–89 (2013)

    Article  Google Scholar 

  4. Zhan, J., Guo, C., Wu, Q., Zhang, L., Fu, H.: Generation maintenance scheduling based on multiple objectives and their relationship analysis. J. Zhejiang Univ. Sci. C 15(11), 1035–1047 (2014)

    Article  Google Scholar 

  5. Guedes, L.S.M., Vieira, D.A.G., Lisboa, A.C., Saldanha, R.R.: A continuous compact model for cascaded hydro-power generation and preventive maintenance scheduling. Electr. Power Energy Syst. 73, 702–710 (2015)

    Article  Google Scholar 

  6. Marwali, M.K.C., Shahidehpour, S.M.: Short-term transmission line maintenance scheduling in a deregulated system. IEEE Trans. Power Syst. 15(3), 1117–1124 (2000)

    Article  Google Scholar 

  7. Li, W., Korczynski, J.: A reliability-based approach to transmission maintenance planning and its application in BC hydro system. IEEE Trans. Power Deliv. 19(1), 303–308 (2004)

    Article  Google Scholar 

  8. Pandzic, H., Conejo, A.J., Kuzle, I., Caro, E.: Yearly maintenance scheduling of transmission lines within a market environment. IEEE Trans. Power Syst. 27(1), 407–415 (2012)

    Article  Google Scholar 

  9. Anders, G., Hamoud, G., Silva, A.M.L., Manso, L.A.: Optimal outage scheduling - example of application to a large power system. Electr. Power Energy Syst. 25, 607–614 (2003)

    Article  Google Scholar 

  10. El-Sharkh, M.Y., El-Keib, A.A.: An evolutionary programming-based solution methodology for power generation and transmission maintenance scheduling. Electr. Power Syst. Res. 65, 35–40 (2003)

    Article  Google Scholar 

  11. Billinton, R., Mo, R.: Composite system maintenance coordination in a deregulated environment. IEEE Trans. Power Syst. 20(1), 485–492 (2005)

    Article  Google Scholar 

  12. Basaran, U., Kurban, M.: The strategy for the maintenance scheduling of the generating units. In: Large Engineering System Conference on Power Engineering, pp. 172–176 (2003)

    Google Scholar 

  13. Garver, L.L.: Adjusting maintenance schedule to levelize risk. IEEE Power Appar. Syst. PAS-91(5), 2057–2063 (1972)

    Article  Google Scholar 

  14. Mohan, C., Nguyen, H.T.: A controlled random search technique incorporating the simulated annealing concept for solving integer and mixed integer global optimization problem. Comput. Optim. Appl. 14(1), 103–132 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  15. Kim, H.K.: An algorithm for thermal unit maintenance scheduling through combined use of GA SA and TS. IEEE Trans. Power Syst. 12(1), 329–335 (1997)

    Article  Google Scholar 

  16. Kumarappan, N., Suresh, K.: Combined SA PSO method for transmission constrained maintenance scheduling using levelized risk method. Electr. Power Energy Syst. 73, 1025–1034 (2015)

    Article  Google Scholar 

  17. Yamyee, Z., Sidenblad, K.: A computationally efficient optimal maintenance scheduling method. IEEE Trans. Power Appar. Syst. PAS-102(2), 330–338 (1983)

    Article  Google Scholar 

  18. Leou, R.C.: A flexible unit maintenance scheduling considering uncertainties. IEEE Trans. Power Syst. 16(3), 552–559 (2001)

    Article  Google Scholar 

  19. Pandzic, H., Conejo, A., Kuzle, I.: An EPEC approach to the yearly maintenance scheduling of generating units. IEEE Trans. Power Syst. 28(2), 922–930 (2013)

    Article  Google Scholar 

  20. Fu, Y., Shahidehpour, M., Li, Z.: Security-constrained optimal coordination of generation and transmission maintenance outage scheduling. IEEE Trans. Power Syst. 22(3), 1302–1313 (2007)

    Article  Google Scholar 

  21. Fu, Y., Li, Z., Shahidehpour, M.: Coordination of midterm outage scheduling with short-term security-constrained unit commitment. IEEE Trans. Power Syst. 24(4), 1818–1830 (2009)

    Article  Google Scholar 

  22. Wu, L., Shahidehpour, M., Fu, Y.: Security-constrained generation and transmission outage scheduling with uncertainties. IEEE Trans. Power Syst. 25(3), 1674–1685 (2010)

    Article  Google Scholar 

Download references

Acknowledgement

The authors would like to thank Research Management Centre (RMC), Institute of Future Energy (IFE) and Centre of Electrical Energy Systems (CEES) for the financial support provided. The appreciation also goes to POWER Department, Faculty of Electrical Engineering, Universiti Teknologi Malaysia and the Ministry of Higher Education of Malaysia.

Author information

Authors and Affiliations

  1. Faculty of Electrical Engineering, Centre of Electrical Energy Systems, Universiti Teknologi Malaysia, 81310, Skudai, Johor, Malaysia

    Siti Maherah Hussin, Mohammad Yusri Hassan, Md. Pauzi Abdullah, Norzanah Rosmin & Muhamad Amzar Ahmad

Authors
  1. Siti Maherah Hussin
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Mohammad Yusri Hassan
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Md. Pauzi Abdullah
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Norzanah Rosmin
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Muhamad Amzar Ahmad
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Siti Maherah Hussin .

Editor information

Editors and Affiliations

  1. Universiti Teknologi Malaysia, Skudai, Malaysia

    Mohamed Sultan Mohamed Ali

  2. Universiti Teknologi Malaysia, Skudai, Malaysia

    Herman Wahid

  3. Universiti Teknologi Malaysia, Skudai, Malaysia

    Nurul Adilla Mohd Subha

  4. Universiti Teknologi Malaysia, Skudai, Malaysia

    Shafishuhaza Sahlan

  5. Universiti Teknologi Malaysia, Skudai, Malaysia

    Mohd Amri Md. Yunus

  6. Universiti Teknologi Malaysia, Skudai, Malaysia

    Ahmad Ridhwan Wahap

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Nature Singapore Pte Ltd.

About this paper

Cite this paper

Hussin, S.M., Hassan, M.Y., Pauzi Abdullah, M., Rosmin, N., Ahmad, M.A. (2017). Comparative Study Between Hourly and Daily Generation Maintenance Scheduling. In: Mohamed Ali, M., Wahid, H., Mohd Subha, N., Sahlan, S., Md. Yunus, M., Wahap, A. (eds) Modeling, Design and Simulation of Systems. AsiaSim 2017. Communications in Computer and Information Science, vol 752. Springer, Singapore. https://doi.org/10.1007/978-981-10-6502-6_3

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-6502-6_3

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-6501-9

  • Online ISBN: 978-981-10-6502-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation