A demand-based simultaneous inspection and preventive maintenance planning with Markovian deteriorating machine conditions: An application in Wind Turbine

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

Noori Reza; SADEGHEIH AHMAD; SADEGHEIH AHMAD

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Modeling in Engineering Year:2020 | Volume:18 | Issue:61 Page(s): 63-84

Download Full-Text

View:

128

Download:

Cites:

Information Journal Paper

Title

A demand-based simultaneous inspection and preventive maintenance planning with Markovian deteriorating machine conditions: An application in Wind Turbine

Author(s)

Noori Reza | SADEGHEIH AHMAD | SADEGHEIH AHMAD | Issue Writer Certificate

Keywords

Inspection planning

Condition-based maintenance

demand uncertainty

Stochastic dynamic programming

wind turbine

Abstract

In this paper, a single-product, single-machine system under Markovian deterioration of machine condition and demand uncertainty is studied. The objective is to find the optimal intervals for inspection and preventive maintenance (PM) activities in a Condition-based maintenance planning with discrete monitoring (CBMDM) framework. At first, a Stochastic dynamic programming model whose state variable is the machine status is presented. This model whose objective is minimizing inspection, preventive maintenance and lost production costs due to the difference in actual capacity with nominal capacity, does not take into account demand. Then, demand is appended to the state variable in the second model and the average cost of lost production which is due to the difference in actual production capacity with demand is replaced in the first model correspondingly. Finally, to validate and analyze the proposed models, an application of the models in wind turbines is prepared. The numerical results show that replacing demand by nominal capacity in simultaneous inspection and preventive maintenance planning, the average total costs consist of inspection and preventive maintenance in the planning horizon are reduced in the planning horizon.

Cites

No record.

References

No record.

Cite

APA: Copy

Noori, Reza, SADEGHEIH, AHMAD, & SADEGHEIH, AHMAD. (2020). A demand-based simultaneous inspection and preventive maintenance planning with Markovian deteriorating machine conditions: An application in Wind Turbine. JOURNAL OF MODELING IN ENGINEERING, 18(61 ), 63-84. SID. https://sid.ir/paper/662292/en

Vancouver: Copy

Noori Reza, SADEGHEIH AHMAD, SADEGHEIH AHMAD. A demand-based simultaneous inspection and preventive maintenance planning with Markovian deteriorating machine conditions: An application in Wind Turbine. JOURNAL OF MODELING IN ENGINEERING[Internet]. 2020;18(61 ):63-84. Available from: https://sid.ir/paper/662292/en

IEEE: Copy

Reza Noori, AHMAD SADEGHEIH, and AHMAD SADEGHEIH, “A demand-based simultaneous inspection and preventive maintenance planning with Markovian deteriorating machine conditions: An application in Wind Turbine,” JOURNAL OF MODELING IN ENGINEERING, vol. 18, no. 61 , pp. 63–84, 2020, [Online]. Available: https://sid.ir/paper/662292/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops