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A decoupling approach for time-dependent robust optimization with application to power semiconductor devices

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成果类型:
期刊论文
作者:
Huang, Zhiliang;Guo, Xiaohui;Yang, Tongguang;Lei, Shuwen;Zhao, Zhiguo
通讯作者:
Huang, Zhiliang(huangzhiliang@hnu.edu.cn)
作者机构:
[Huang, Zhiliang; Lei, Shuwen; Yang, Tongguang; Guo, Xiaohui] Hunan City Univ, Key Lab Energy Monitoring & Edge Comp Smart City, Yiyang 413002, Peoples R China.
[Zhao, Zhiguo] Hunan Haicheng Yuxin Informat Technol Co Ltd, Changsha 410141, Hunan, Peoples R China.
通讯机构:
[Zhiliang Huang] K
Key Laboratory for Energy monitoring and Edge Computing of Smart City, Hunan City University, Yiyang 413002, China
语种:
英文
关键词:
Decoupling algorithm;Power semiconductor device;Quality loss function: Robust design optimization;Time-dependent problem
期刊:
Applied Mathematical Modelling
ISSN:
0307-904X
年:
2021
卷:
99
页码:
129-146
基金类别:
This work was supported by the Opening Foundation of Key Laboratory Energy monitoring and Edge Computing for Smart City of Hunan (No.2019TP1017).
机构署名:
本校为第一机构
摘要:
In this paper, a time-dependent robust optimization model is proposed by introducing a concept of expected interval quality loss as the robustness metric. The purpose is to provide a potential analysis tool for power semiconductor devices involving stochastic processes. Unlike conventional robustness indicators, the metric is formulated by calculating the expectation and variation of the maximal instantaneous quality loss and capturing the auto-correlation of the quality loss over the time interval. In terms of model solving, the time-dependent...

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