A GENERALIZED APPROACH TO GENERATE THE COMPONENT MODELS FOR MULTI-OBJECTIVE OPTIMIZATION IN POWER ELECTRONIC APPLICATIONS
A GENERALIZED APPROACH TO GENERATE THE COMPONENT MODELS FOR MULTI-OBJECTIVE OPTIMIZATION IN POWER ELECTRONIC APPLICATIONS
- Author(s): M. Gladen 1, 2 ; L. Brakemeier 1 ; V. Staudt 1
- DOI: 10.1049/icp.2021.0999
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- Author(s): M. Gladen 1, 2 ; L. Brakemeier 1 ; V. Staudt 1
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View affiliations
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Affiliations:
1:
WILO SE, Technical Lead Engineering , Nortkirchenstr. 100, 44263 Dortmund , Germany ;
2: Ruhr-University Bochum, ENESYS , Universitätsstraße 150, 44801 Bochum , Germany
Source:
The 10th International Conference on Power Electronics, Machines and Drives (PEMD 2020),
2021
p.
1060 – 1065
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Affiliations:
1:
WILO SE, Technical Lead Engineering , Nortkirchenstr. 100, 44263 Dortmund , Germany ;
- Conference: The 10th International Conference on Power Electronics, Machines and Drives (PEMD 2020)
- DOI: 10.1049/icp.2021.0999
- ISBN: 978-1-83953-542-0
- Location: Online Conference
- Conference date: 15-17 December 2020
- Format: PDF
Multi-objective optimization (MOO) in the area of power electric applications requires complete and reliable component models. This contribution presents a simple and standardized method to generate the component models. After a short introduction, the stepwise approach is presented using the example ‘dc-link capacitor’. The problem of reliable component prices at low minimum order quantities (MOQ) is addressed and a concept called ‘linear-price estimation’ is introduced to solve the problem. Results of the models are shown and discussed. It is shown that small errors between training data and the models can be achieved for the cost, size and efficiency models with the approach. Finally, the approach is classified in the research field of MOO and it is briefly outlined that the approach can also be applied to other components (e.g. semiconductors).
Inspec keywords: optimisation; power convertors; pricing
Subjects: Power convertors and power supplies to apparatus; Optimisation techniques