Heuristic Optimization Rules Applied for the Sustainable Design of Lightweight Engineering Structures Under Loads Subject to Random Changes
In engineering design, optimization is crucial for achieving sustainable goals. This involves creating environmentally responsible structures. Optimizing the design is the first step in reducing the environmental impact of construction. Topology optimization (TO) is one way to do this. TO is the pro...
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| Published in | Sustainability Vol. 17; no. 15; p. 7011 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
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01.08.2025
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| ISSN | 2071-1050 2071-1050 |
| DOI | 10.3390/su17157011 |
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| Abstract | In engineering design, optimization is crucial for achieving sustainable goals. This involves creating environmentally responsible structures. Optimizing the design is the first step in reducing the environmental impact of construction. Topology optimization (TO) is one way to do this. TO is the process of designing the material layout in the design domain according to selected criteria. The criteria can be explicitly defined to promote sustainability. As a result, a new structure topology is proposed to make the structure both lightweight and durable, with the aim of improving its functionality and reducing its environmental impact. In optimal engineering design, it is particularly important to take into account the structure’s special operating conditions, e.g., loads subject to random changes. Predicting topologies under such conditions is important since random load changes can significantly affect the resulting topologies. In this paper, an easy to implement numerical method for this kind of problem is proposed. The basic idea is to transform a random loads case into the deterministic problem of multiple loads. A heuristic method of Cellular Automata is proposed as a numerical optimization tool. The examples of topology optimization have been performed to illustrate the concept, confirming the efficiency, versatility, and ease of its implementation. |
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| AbstractList | In engineering design, optimization is crucial for achieving sustainable goals. This involves creating environmentally responsible structures. Optimizing the design is the first step in reducing the environmental impact of construction. Topology optimization (TO) is one way to do this. TO is the process of designing the material layout in the design domain according to selected criteria. The criteria can be explicitly defined to promote sustainability. As a result, a new structure topology is proposed to make the structure both lightweight and durable, with the aim of improving its functionality and reducing its environmental impact. In optimal engineering design, it is particularly important to take into account the structure’s special operating conditions, e.g., loads subject to random changes. Predicting topologies under such conditions is important since random load changes can significantly affect the resulting topologies. In this paper, an easy to implement numerical method for this kind of problem is proposed. The basic idea is to transform a random loads case into the deterministic problem of multiple loads. A heuristic method of Cellular Automata is proposed as a numerical optimization tool. The examples of topology optimization have been performed to illustrate the concept, confirming the efficiency, versatility, and ease of its implementation. |
| Audience | Academic |
| Author | Bochenek, Bogdan Tajs-Zielińska, Katarzyna |
| Author_xml | – sequence: 1 givenname: Katarzyna orcidid: 0000-0002-2052-6718 surname: Tajs-Zielińska fullname: Tajs-Zielińska, Katarzyna – sequence: 2 givenname: Bogdan orcidid: 0000-0002-4506-0862 surname: Bochenek fullname: Bochenek, Bogdan |
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| SubjectTerms | Algorithms Carbon footprint Civil engineering Construction industry Emission standards Emissions Energy consumption Environmental impact Green design Greenhouse gases Heuristic Heuristic programming Lightweight construction Load Load factor design Mathematical optimization Mathematical programming Methods Optimization techniques Product development Product life cycle Structural engineering Sustainability Sustainable design Trends |
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| Title | Heuristic Optimization Rules Applied for the Sustainable Design of Lightweight Engineering Structures Under Loads Subject to Random Changes |
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