TY - JOUR
T1 - Identification of optimal topologies for crashworthiness with the evolutionary level set method
AU - Bujny, Mariusz
AU - Aulig, Nikola
AU - Olhofer, Markus
AU - Duddeck, Fabian
N1 - Publisher Copyright:
© 2017, © 2017 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2018/7/4
Y1 - 2018/7/4
N2 - Structural topology optimisation (TO) methods are well established in many engineering disciplines. However, for highly non-linear problems, including crashworthiness, methods are less developed and still subject to active research. In particular, due to the simplifications made in the state-of-the-art methods as well as heuristic character of most of them, the optimality of the obtained structures is arguable. In this paper, a TO approach based on the level set method and evolutionary algorithms is presented. The method is free from the heuristic assumptions and therefore, allows for a direct optimisation of the underlying crash problem. As a result, a reliable information about the optima of crash problems can be obtained. In order to assure the consistency of the results, a comprehensive study of optimisation settings is performed and discussed. Optimisation results for 2D crash test cases are presented and general conclusions concerning the behaviour of the optimal crash structures are derived.
AB - Structural topology optimisation (TO) methods are well established in many engineering disciplines. However, for highly non-linear problems, including crashworthiness, methods are less developed and still subject to active research. In particular, due to the simplifications made in the state-of-the-art methods as well as heuristic character of most of them, the optimality of the obtained structures is arguable. In this paper, a TO approach based on the level set method and evolutionary algorithms is presented. The method is free from the heuristic assumptions and therefore, allows for a direct optimisation of the underlying crash problem. As a result, a reliable information about the optima of crash problems can be obtained. In order to assure the consistency of the results, a comprehensive study of optimisation settings is performed and discussed. Optimisation results for 2D crash test cases are presented and general conclusions concerning the behaviour of the optimal crash structures are derived.
KW - Crashworthiness
KW - evolutionary algorithms
KW - level set method
KW - optimal structures
KW - topology optimisation
UR - http://www.scopus.com/inward/record.url?scp=85020230162&partnerID=8YFLogxK
U2 - 10.1080/13588265.2017.1331493
DO - 10.1080/13588265.2017.1331493
M3 - Article
AN - SCOPUS:85020230162
SN - 1358-8265
VL - 23
SP - 395
EP - 416
JO - International Journal of Crashworthiness
JF - International Journal of Crashworthiness
IS - 4
ER -