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Intelligent computer-automated crane design using an online crane prototyping tool

Hameed, Ibrahim; Bye, Robin Trulssen; Osen, Ottar; Pedersen, Birger Skogeng; Schaathun, Hans Georg
Chapter
Published version
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Åpne
ecms2016matlab.pdf (1.250Mb)
Permanent lenke
http://hdl.handle.net/11250/2498924
Utgivelsesdato
2016
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  • Institutt for havromsoperasjoner og byggteknikk [630]
  • Institutt for IKT og realfag [349]
  • Publikasjoner fra CRIStin - NTNU [26591]
Originalversjon
10.7148/2016-0564
Sammendrag
In an accompanying paper submitted concurrently to this conference, we present our first complete version of a generic and modular software framework for intelligent computer-automated product design. The framework has been implemented with a client-server software architecture that automates the design of offshore cranes. The framework was demonstrated by means of a case study where we used a genetic algorithm (GA) to optimise the crane design of a real and delivered knuckleboom crane. For the chosen objective function, the optimised crane design outperformed the real crane. In this paper, we augment our aforementioned case study by implementing a new crane optimisation client in Matlab that uses a GA both for optimising a set of objective functions and for multi-objective optimisation. Communicating with an online crane prototyping tool, the optimisation client and its GA are able to optimise crane designs with respect to two selected design criteria: the maximum safe working load and the total crane weight. Our work demonstrates the modularity of the software framework as well as the viability of our approach for intelligent computer-automated design, whilst the results are valuable for informing future directions of our research.
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ECMS European Council for Modelling and Simulation

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