Integration of Life Cycle Assessment in Structural Optimisation of Steel Structures

Lowering environmental impacts has lately been a critical objective of structural optimisation due to the significant amount of greenhouse gas emissions in the civil engineering sector.This work introduces a Life Cycle Assessment based multi-objective optimisation framework for the optimal design of mixed steel-timber structures by varying the building design's size, shape, and topology.The study's novelty stems from the integration of an environmental objective function in the early design process, based on Life Cycle Assessment methodology and standard environmental indicators, and the definition of a structural target function where a penalty-based approach is implemented for reducing structural complexity in situ.The structural cost and the Global Warming Potential are the objective functions of the optimisation problem.The analysis outcomes show a mass-saving of almost 20% and a significant reduction of Global 1

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Publication Details

Journal
Civil-comp conferences
Published
2024-08-26
DOI
https://doi.org/10.4203/ccc.9.4.7
Primary Topic
Material Properties and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Integration of Life Cycle Assessment in Structural Optimisation of Steel Structures

Gabriele Milani, Marco Domaneschi, Roberta Di Bari, Majid Movahedi Rad et al.
Civil-comp conferences
Material Properties and Applications
article

Integration of Life Cycle Assessment in Structural Optimisation of Steel Structures

Gabriele Milani, Marco Domaneschi, Roberta Di Bari, Majid Movahedi Rad, Raffaele Cucuzza, Giuseppe Carlo Marano
article en

Abstract

Lowering environmental impacts has lately been a critical objective of structural optimisation due to the significant amount of greenhouse gas emissions in the civil engineering sector.This work introduces a Life Cycle Assessment based multi-objective optimisation framework for the optimal design of mixed steel-timber structures by varying the building design's size, shape, and topology.The study's novelty stems from the integration of an environmental objective function in the early design process, based on Life Cycle Assessment methodology and standard environmental indicators, and the definition of a structural target function where a penalty-based approach is implemented for reducing structural complexity in situ.The structural cost and the Global Warming Potential are the objective functions of the optimisation problem.The analysis outcomes show a mass-saving of almost 20% and a significant reduction of Global 1

Civil-comp conferencesVol. 9
Politecnico di Torino (IT), University of Birmingham (GB), Széchenyi István University (HU), Politecnico di Milano (IT)
Dipartimento della Protezione Civile, Presidenza del Consiglio dei Ministri
Responsible consumption and production
Openalex Percentile: Top 90%
Material Properties and Applications
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