Conducting a parametric study on microgrid energy and economic performance with system optimization using Taguchi-ANOVA approach

Ma, Xiumei; Joybari, Mahmood Mastani; Luo, Jianing; Liu, Jianwei; Lai, Kee-hung

doi:10.1016/j.est.2024.112960

Journal of Energy Storage

2024

DOI: 10.1016/j.est.2024.112960

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Conducting a parametric study on microgrid energy and economic performance with system optimization using Taguchi-ANOVA approach

Xiumei Ma,

Mahmood Mastani Joybari,

Jianing Luo

et al.

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The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines

Hisam,

Dar,

Elrasheed

et al. 2024

J Stat Theory Appl

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The Taguchi method, a robust experimental design technique, establishes a strong connection between input and output variables. Known for its capacity to yield precise results with fewer trials and minimized errors, this method has gained widespread application in various fields such as engineering, physics, chemistry, economics, finance, and more. In this paper, the authors examine the importance of the Taguchi orthogonal array method, its step-by-step optimization procedure, and its potential for future applications. Through a thorough literature review, the authors investigate how the Taguchi method has been effectively employed to identify key factors influencing response variables. The versatility of the Taguchi method becomes apparent when considering its applications across diverse disciplines. Researchers in engineering have successfully utilized this technique to optimize processes and enhance product quality. Furthermore, in scientific fields like physics and chemistry, the Taguchi method has proven invaluable for conducting experiments efficiently, resulting in more accurate and reproducible outcomes. Researchers gain critical insights into the effects of factors on the response variable by employing statistical tools such as mean analysis, variance analysis, and signal-to-noise ratio. The Taguchi method remains a valuable and broadly applicable tool for optimizing experiments and identifying influential factors across multiple disciplines. This paper’s extensive literature review emphasizes its significance in various fields and outlines the step-by-step procedure to leverage its potential for optimization.

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The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines

Hisam,

Dar,

Elrasheed

et al. 2024

J Stat Theory Appl

View full text Add to dashboard Cite

show abstract

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Conducting a parametric study on microgrid energy and economic performance with system optimization using Taguchi-ANOVA approach

Cited by 1 publication

References 42 publications

The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines

The Versatility of the Taguchi Method: Optimizing Experiments Across Diverse Disciplines

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