余兰林Lanlin Yu

副研究员

副研究员 硕士生导师

入职时间:2021-11-02

所在单位:自动化系

职务:Associate Professor

学历:研究生(博士后)

在职信息:在职

论文成果

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[1] H2 model reduction for diffusively coupled second-order networks by convex-optimization

发布时间:2023-03-23 点击次数:

影响因子:6.15
所属单位:合肥工业大学
发表刊物:Automatica
项目来源:国家自然科学青年基金;浙江省博后择优特别资助
摘要:This paper provides an H2 optimal scheme for reducing diffusively coupled second-order systems evolving over undirected networks. The aim is to find a reduced-order model that not only approximates the input–output mapping of the original system but also preserves crucial structures, such as the second-order form, asymptotically stability, and diffusive couplings. To this end, an H2 optimal approach based on a convex relaxation is used to reduce the dimension, yielding a lower order asymptotically stable approximation of the original second-order network system. Then, a novel graph reconstruction approach is employed to convert the obtained model to a reduced system that is interpretable as an undirected diffusively coupled network. Finally, the effectiveness of the proposed method is illustrated via a large-scale networked mass–spring–damper system.
合写作者:成晓东,熊军林
第一作者:余兰林
论文类型:期刊论文
通讯作者:Jacquelien M.A. Scherpen
学科门类:工学
是否译文:
发表时间:2022-03-01
收录刊物:SCI