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Benefits and Challenges of Design Process that employs a Multi-objective Optimization Approach for Industrial Applications

机译:设计过程的利益和挑战采用了工业应用的多目标优化方法

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In this paper, total performance of two 20 kVA UPS realizations based on different design processes are compared in terms of losses and volumes. One of the design process employs a multi-objective optimization approach and Pareto analysis for selecting optimal design parameters. The other design process employs traditional industrial design approach. Employing the multi-objective optimization approach and Pareto analysis in the design process enables comparison and selection of suitable combinations of power semiconductor device for achieving minimum semiconductor losses. Thus, not only lower semiconductor losses but also lower heat sink volumes are achieved. In addition, it also enables selection of suitable magnetic material and design parameters, switching frequencies and relative current ripple, for reducing losses and volumes of inductors. As a result, the total volume of realized system based on the optimized design is 47% less than the other realization. On the other hand, costs are considered as one of the most important performance index in the industrial application. Challenges for including systematic costs analysis into the design process are also discussed.
机译:在本文中,在损失和体积方面比较了基于不同设计过程的两个20 kVA UPS实现的总性能。其中一个设计过程采用多目标优化方法和Pareto分析,用于选择最佳设计参数。其他设计过程采用传统的工业设计方法。在设计过程中采用多目标优化方法和帕累托分析使得能够比较和选择功率半导体器件的合适组合,以实现最小的半导体损耗。因此,不仅实现了较低的半导体损失,而且实现了较低的散热器体积。此外,它还能够选择合适的磁性材料和设计参数,开关频率和相对电流纹波,用于减少电感器的损耗和体积。结果,基于优化设计的实现系统的总量比其他实现小于47%。另一方面,成本被认为是工业应用中最重要的表现指数之一。还讨论了包括系统成本分析在设计过程中的挑战。

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