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March 1, 2026Modelling—International Open Access Journal of Modelling in Engineering Science0 citationsOpen Access

Practical Significance of Reliability-Based Structural Design: Application to Electro-Mechanical Components

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DŠDomen ŠerugaLNLovro NovakJOJ Okorn

Key Points

  • The study aims to evaluate the significance of detail in simulations for reliability-based structural design.
  • Introduced a general method for reliability-based design simulations.
  • Applied this method to an indicator spring in a fuse element.
  • Utilized orthogonal arrays for variations in form, material properties, and operating conditions.
  • Compared maximum likelihood method against median rank regression for determining parameters.
  • Simulation-determined parameters matched experimental data for Weibull distribution.
  • Shape parameter underestimated by simulations, leading to higher property scatter.
  • High reliability of the fuse element calculated by considering assembly and operational scatter.

Abstract

The study reports on the essential level of details in simulations during the development of structural components if reliability-based design is used to ensure their quality and operational safety. A general method, which is initially introduced, is then applied to an indicator spring of a fuse element during assembly and operation stages. First, it is proven that design of simulations based on orthogonal arrays which includes variations of form, material properties and operating conditions within expected scatter limits provides a comparable determination of the scale parameter for the two-parameter Weibull distribution as the experimental observations of the same process. The shape parameter of the distribution tends to be underestimated by the simulations resulting in a higher scatter of the expected properties than experimentally measured. Next, it is shown that the maximum likelihood method to determine representative parameters of the scatter of assembly and operation stages provides a better match with experimental data than the median rank regression. Finally, a high reliability of the indication has been calculated for the fuse element if both the scatter of the assembly and the operation conditions were considered.

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Cite This Study

Šeruga et al. (2026) studied this question.

synapsesocial.com/papers/69a3d8d8ec16d51705d30036https://doi.org/10.3390/modelling7020047
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