Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University

A modeling and collaborative optimization method for pipe shape layout and clamp position in complex piping system

Ze'an JIN, Wenhao SHI, Zhiquan LIU, Wei LIU and Zhufeng YUE

JNWPU, 44 2 (2026) 307-316

Published online: 12 June 2026

DOI: 10.1051/jnwpu/20264420307

Ze'an JIN

Wenhao SHI

Zhiquan LIU

Wei LIU

Zhufeng YUE

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