Layout, Topology, and Size Optimization of Steel Frame Design Using Metaheuristic Algorithms: A Comparative Study

Authors

  • Doddy Prayogo (Petra Christian University, Surabaya, INDONESIA, SCOPUS ID = 55959834900)
  • Hasan Santoso Universitas Kristen Petra
  • Franky Budiman Universitas Kristen Petra
  • Marcellino Jason Universitas Kristen Petra

:

https://doi.org/10.9744/ced.24.1.31-37

Keywords:

Optimization, Metaheuristic, Steel Seismic-Ressistant Structures, SNI 1726:2019, SNI 1729:2020, SNI 7860:2020

Abstract

Determining the topology, layout, and size of structural elements is one of the most important aspects in designing steel seismic-resistant structures. Optimization of these parameters is beneficial to find the lightest weight of the structure, thus reducing construction cost. This study compares the performance of three metaheuristic algorithms, namely, Particle Swarm Optimization (PSO), Symbiotic Organisms Search (SOS), and Differential Evolution (DE). Three study cases are used in order to find the lightest structural weight without violating constraints based on SNI 1726:2019, SNI 1729:2020, and SNI 7860:2020. The results of this study show that SOS has better performance than other algorithms.

References

Bruneau, M., Uang, C.-M., and Sabelli, R., Ductile Design of Steel Structures, Second edition, McGraw-Hill, New York, 2011.

Türker, T., and Bayraktar, A., Experimental and Numerical Investigation of Brace Configuration Effects on Steel Structures, Journal of Constructional Steel Research, 67, 2011, pp. 854-865.

Kumar, M.S., Senthilkumar, R., and Sourabha, L., Seismic Performance of Special Concentric Steel Braced Frames, Structures, 20, 2019, pp. 166-175.

Vafai, A., Estekanchi, H., and Mofid, M., The Use of Single Diagonal Bracing in Improvement of The Lateral Response of Tall Buildings. The Structural Design of Tall Buildings, 4, 1995, pp. 115-126.

Hassanzadeh, A., and Gholizadeh, S., Collapse-Performance-Aided Design Optimization of Steel Concentrically Braced Frames, Engineering Structures, 197, 2019, pp. 1-14.

Hasançebi, O., Teke, T., and Pekcan, O., A Bat-Inspired Algorithm for Structural Optimization, Computers and Structures, 128, 2013, pp. 77-90.

Toğan, V., Design of Planar Steel Frames Using Teaching-Learning Based Optimization, Engineering Structures, 34, 2012, pp. 225-232.

Emanuel, T., Hadrian, Prayogo, D., and Wong, F.T., A Comparative Study of Several Nature-Inspired Algorithms in Steel Deck Floor System Cost Optimization, IOP Conference Series: Earth Environmental Science, 907, 2021, 012005.

Kaveh, A., and Farhoudi, N., Dolphin Monitoring for Enhancing Metaheuristic Algorithms: Layout Optimization of Braced Frames, Computers and Structures, 165, 2016, pp. 1-9.

Gholizadeh, S., and Ebadijalal, M., Performance Based Discrete Topology Optimization of Steel Braced Frame by a New Metaheuristic, Advances in Engineering Software, 123, 2018, pp. 77-92.

Murren, P., and Khandelwal, K., Design-Driven Harmony Search (DDHS) in Steel Frame Optimization, Engineering Structures, 59, 2014, pp. 798-808.

SNI 1726:2019, Tata Cara Perencanaan Ketahanan Gempa untuk Struktur Bangunan Gedung dan Non Gedung, Badan Standardisasi Nasional, 2019. (In Indonesian).

SNI 1729:2020, Spesifikasi untuk Bangunan Gedung Baja Struktural, Badan Standardisasi Nasional, 2020. (In Indonesian).

SNI 7860:2020, Ketentuan Seismik untuk Bangunan Gedung Baja Struktural, Badan Standardisasi Nasional, 2020. (In Indonesian).

Kennedy, J. and Eberhart, R., Particle Swarm Optimization, Proceedings of IEEE International Conference on Neural Networks, Perth, Australia, November 27 – December 1, 1995, pp. 1942- 1948.

Storn, R., and Price, K., Differential Evolution – A Simple and Efficient Heuristic for Global Optimization Over Continuous Space, Journal of Global Optimization, 11, 1997, pp. 341-359.

Cheng, M.-Y. and Prayogo, D., Symbiotic Organisms Search: A New Metaheuristic Optimization Algorithm, Computers & Structures, 139, 2014, pp. 98-112

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Published

2022-05-13

How to Cite

Prayogo, D., Santoso, H., Budiman, F., & Jason, M. (2022). Layout, Topology, and Size Optimization of Steel Frame Design Using Metaheuristic Algorithms: A Comparative Study. Civil Engineering Dimension, 24(1), 31-37. https://doi.org/10.9744/ced.24.1.31-37

Issue

Vol. 24 No. 1 (2022): MARCH 2022

Section

Articles

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Copyright (c) 2022 Doddy Prayogo, Hasan Santoso, Franky Budiman, Marcellino Jason

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