E-ISSN 2414-6013 | ISSN 2411-9636
 
2026, Vol: 15, Issue: 1
15 / 1Current Issue

Technical Note 


Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance

Yassine Eddouh, Abdelmajid Daya, Rabie El Otmani.


Abstract
Sustainable energy depends on the reliability and efficiency of wind turbines, making preventive maintenance a vital factor in ensuring their optimal performance. This paper introduces an innovative methodology utilizing Monte Carlo simulation to optimize maintenance intervals, focusing on a balanced approach that reduces both maintenance costs and energy losses. It advocates for a grouped maintenance strategy, demonstrating its superior impact on production efficiency compared to individualized approaches. Through an analysis of cost distribution and energy losses, the research establishes an optimized equilibrium for preventive maintenance, verified through a numerical case study of wind turbine with 2MW. This example shows a 3.20% increase in energy production, emphasizing the effectiveness of the proposed strategy in maximizing both cost-effectiveness and energy efficiency. By balancing these factors, the framework contributes to advancements in sustainable energy solutions, offering a promising path toward enhanced wind turbine reliability and greater operational efficiencies, ultimately facilitating a smoother transition to sustainable energy worldwide.


 
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How to Cite this Article
Pubmed Style

Eddouh Y, Daya A, Otmani RE. Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. Sol. Energy Sustain. Dev.. 2024; 15(0): 93-103.

doi:10.51646/jsesd.v15iMME.392

Web Style

Eddouh Y, Daya A, Otmani RE. Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. https://www.jsesd.org/?mno=302658157 [Access: November 10, 2026].

doi:10.51646/jsesd.v15iMME.392

AMA (American Medical Association) Style

Eddouh Y, Daya A, Otmani RE. Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. Sol. Energy Sustain. Dev.. 2024; 15(0): 93-103.


doi:10.51646/jsesd.v15iMME.392

Vancouver/ICMJE Style

Eddouh Y, Daya A, Otmani RE. Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. Sol. Energy Sustain. Dev.. (2024), [cited November 10, 2026]; 15(0): 93-103.


doi:10.51646/jsesd.v15iMME.392

Harvard Style

Eddouh, Y., Daya, . A. & Otmani, . R. E. (2024) Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. Sol. Energy Sustain. Dev., 15 (0), 93-103.


doi:10.51646/jsesd.v15iMME.392

Turabian Style

Eddouh, Yassine, Abdelmajid Daya, and Rabie El Otmani. 2024. Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. Solar Energy and Sustainable Development, 15 (0), 93-103.


doi:10.51646/jsesd.v15iMME.392

Chicago Style

Eddouh, Yassine, Abdelmajid Daya, and Rabie El Otmani. "Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance." Solar Energy and Sustainable Development 15 (2024), 93-103.


doi:10.51646/jsesd.v15iMME.392

MLA (The Modern Language Association) Style

Eddouh, Yassine, Abdelmajid Daya, and Rabie El Otmani. "Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance." Solar Energy and Sustainable Development 15.0 (2024), 93-103. Print.


doi:10.51646/jsesd.v15iMME.392

APA (American Psychological Association) Style

Eddouh, Y., Daya, . A. & Otmani, . R. E. (2024) Effective balancing of preventive maintenance cost and energy loss to improve wind turbine performance. Solar Energy and Sustainable Development, 15 (0), 93-103.


doi:10.51646/jsesd.v15iMME.392

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