Research and analysis of an enhanced genetic algorithm identification method based on the LuGre model

Wanjun Zhang; Feng Zhang; Jingxuan Zhang; Siyan Zhang; Jingyi Zhang; Jingyan Zhang; Honghong Sun; Kristian E. Waters; Hao Ma

doi:10.1371/journal.pone.0322844

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Open Access

Peer-reviewed

Research Article

Research and analysis of an enhanced genetic algorithm identification method based on the LuGre model

Wanjun Zhang,

Roles Formal analysis, Methodology, Project administration, Validation

Affiliations Gansu ZeDe Electronic Technology Co., Ltd., Tianshui, China, Gansu Dingxi Technology Co., Ltd., Tianshui, China, Gansu Xionglin Technology Co., Ltd., Tianshui, China
⨯
Feng Zhang,

Roles Formal analysis, Project administration, Supervision, Visualization

Affiliations Gansu ZeDe Electronic Technology Co., Ltd., Tianshui, China, Gansu Dingxi Technology Co., Ltd., Tianshui, China
⨯
Jingxuan Zhang,

Roles Conceptualization, Methodology, Resources, Software

Affiliations Gansu ZeDe Electronic Technology Co., Ltd., Tianshui, China, Gansu Dingxi Technology Co., Ltd., Tianshui, China
⨯
Siyan Zhang,

Roles Resources, Software, Supervision, Validation

Affiliations Gansu ZeDe Electronic Technology Co., Ltd., Tianshui, China, Gansu Dingxi Technology Co., Ltd., Tianshui, China
⨯
Jingyi Zhang,

Roles Software, Supervision, Validation, Visualization

Affiliations Gansu ZeDe Electronic Technology Co., Ltd., Tianshui, China, Gansu Dingxi Technology Co., Ltd., Tianshui, China
⨯
Jingyan Zhang,

Roles Investigation, Project administration, Resources

Affiliations Gansu ZeDe Electronic Technology Co., Ltd., Tianshui, China, Gansu Dingxi Technology Co., Ltd., Tianshui, China
⨯
Honghong Sun,

Roles Conceptualization, Data curation, Formal analysis, Investigation

Affiliation BGRIMM Technology Group, Beijing, China
⨯
Kristian E. Waters,

Roles Validation, Writing – review & editing

Affiliation Department of Mining and Materials Engineering, McGill University, Montreal, Quebec, Canada
⨯
Hao Ma

Roles Writing – original draft, Writing – review & editing

* E-mail: haoma@bgrimm.com

Affiliation BGRIMM Technology Group, Beijing, China

https://orcid.org/0000-0001-7253-734X

⨯

Research and analysis of an enhanced genetic algorithm identification method based on the LuGre model

Wanjun Zhang,
Feng Zhang,
Jingxuan Zhang,
Siyan Zhang,
Jingyi Zhang,
Jingyan Zhang,
Honghong Sun,
Kristian E. Waters,
Hao Ma

Published: June 3, 2025
https://doi.org/10.1371/journal.pone.0322844

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