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Multi-level and multi-objective design optimization tools for handling complex systems

Abstract : The design of an electrical system is a very complex task which needs experts from various fields of competence. In a competitive environment, where technological advance is a key factor, industry seeks to reduce study time and to make solutions reliable by way of a rigorous methodology providing a systemic solution.Then, it is necessary to build models and to develop optimization methods which are suitable with these concerns. Indeed, the optimization of sub-systems without taking into account the interaction does not allow to achieve an optimal system. More complex the system is more the work is difficult and the development time is important because it is difficult for the designer to understand and deal with the system in its complexity. Therefore, it is necessary to integrate the design components in a systemic and holistic approach to take into account, in the same time, the characteristics of a component and its relationship with the system it belongs to.Analytical Target Cascading is a multi-level optimization method for handling complex systems. This hierarchical approach consists on the breaking-down of a complex system into sub-systems, and component where their optimal design is ensured by way of classical optimization algorithms. The optimal solution of the system must be composed of the component's solutions. Then a coordination strategy is needed to ensure consistency of all sub-systems. First, the studied and proposed optimization algorithms are tested and compared on the optimization of electrical components. The second part focuses on the multi-level optimization of complex systems. The optimization of railway traction system is taken as a test case
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Submitted on : Tuesday, March 22, 2011 - 10:39:07 AM
Last modification on : Monday, December 7, 2020 - 10:12:04 AM
Long-term archiving on: : Saturday, December 3, 2016 - 12:14:08 PM


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  • HAL Id : tel-00578765, version 1


Fouzia Moussouni. Multi-level and multi-objective design optimization tools for handling complex systems. Other. Ecole Centrale de Lille, 2009. English. ⟨NNT : 2009ECLI0016⟩. ⟨tel-00578765⟩



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