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SI: Steels and Composites for Engineering Structures Views: 874 Downloads: 571 Vol. 15, No. 58 (2021) September 25, 2021 pp. 308-318

Evaluating structural safety of trusses using Machine Learning

Tran-Hieu Nguyen, Anh-Tuan Vu

In this paper, a machine learning-based framework is developed to quickly evaluate the structural safety of trusses. Three numerical examples of a 10-bar truss, a 25-bar truss, and a 47-bar truss are used to illustrate the proposed…

10.3221/IGF-ESIS.58.23

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SI: Steels and Composites for Engineering Structures Views: 1,443 Downloads: 971 Vol. 16, No. 59 (2022) December 22, 2021 pp. 172-187

Weight optimization of steel lattice transmission towers based on Differential Evolution and machine learning classification technique

Tran-Hieu Nguyen, Anh-Tuan Vu

Transmission towers are tall structures used to support overhead power lines. They play an important role in the electrical grids. There are several types of transmission towers in which lattice towers are the most common type. Designing…

10.3221/IGF-ESIS.59.13

Details: Weight optimization of steel lattice transmission towers based on Differential Evolution and machine learning classification technique PDF Visual Abstract

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Evaluating structural safety of trusses using Machine Learning

Weight optimization of steel lattice transmission towers based on Differential Evolution and machine learning classification technique