The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction

Chao Kong; Yuanping Xu; Yue Zhu; Zhijie Xu; Jin Jin; Benjun Guo; Tukun Li

doi:10.1007/978-3-031-49413-0_85

The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction

Chao Kong, Yuanping Xu, Yue Zhu, Zhijie Xu, Jin Jin, Benjun Guo, Tukun Li

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In the field of mechanical engineering, standard parts, such as shaft and gear, have standardized tolerance specification design process due to its formalized shapes and dimensions. However, non-standard parts are much more different because their geometrical shape and size are not fixed. Non-standard parts have widely application in automotive and aerospace, and the tolerance specification is mainly dependent on engineer experience and default standards. To this end, this study proposed an ontology-based method of datum reference frame (DRF) for non-standard parts. In this study, a hierarchical tolerance information representation model was constructed. The knowledge reasoning algorithm was established via experience and ISO GPS standards, considering the knowledge isomerism of human engineers, a CAE model was proposed to evaluate the reliability of reasoning results. A case study was conducted to demonstrate the effectiveness of proposed method, the algorithm presented in this paper can be used in the computer-aided tolerance development.

Original language	English
Title of host publication	Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1
Editors	Andrew D. Ball, Huajiang Ouyang, Jyoti K. Sinha, Zuolu Wang
Publisher	Springer, Cham
Pages	1109-1117
Number of pages	9
Volume	151
ISBN (Electronic)	9783031494130
ISBN (Print)	9783031494123, 9783031494154
DOIs	https://doi.org/10.1007/978-3-031-49413-0_85
Publication status	Published - 30 May 2024
Event	The UNIfied Conference of DAMAS, InCoME and TEPEN Conferences - Huddersfield, United Kingdom, Huddersfield, United Kingdom Duration: 29 Aug 2023 → 1 Sep 2023 https://unified2023.org/

Publication series

Name	Mechanisms and Machine Science
Publisher	Springer
Volume	151 MMS
ISSN (Print)	2211-0984
ISSN (Electronic)	2211-0992

Conference

Conference	The UNIfied Conference of DAMAS, InCoME and TEPEN Conferences
Abbreviated title	UNIfied 2023
Country/Territory	United Kingdom
City	Huddersfield
Period	29/08/23 → 1/09/23
Internet address	https://unified2023.org/

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/978-3-031-49413-0_85Licence: Unspecified

Cite this

Kong, C., Xu, Y., Zhu, Y., Xu, Z., Jin, J., Guo, B., & Li, T. (2024). The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction. In A. D. Ball, H. Ouyang, J. K. Sinha, & Z. Wang (Eds.), Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1 (Vol. 151, pp. 1109-1117). (Mechanisms and Machine Science; Vol. 151 MMS). Springer, Cham. https://doi.org/10.1007/978-3-031-49413-0_85

Kong, Chao ; Xu, Yuanping ; Zhu, Yue et al. / The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction. Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1. editor / Andrew D. Ball ; Huajiang Ouyang ; Jyoti K. Sinha ; Zuolu Wang. Vol. 151 Springer, Cham, 2024. pp. 1109-1117 (Mechanisms and Machine Science).

@inproceedings{da2762a21df94d269b0545ddd078d64c,

title = "The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction",

abstract = "In the field of mechanical engineering, standard parts, such as shaft and gear, have standardized tolerance specification design process due to its formalized shapes and dimensions. However, non-standard parts are much more different because their geometrical shape and size are not fixed. Non-standard parts have widely application in automotive and aerospace, and the tolerance specification is mainly dependent on engineer experience and default standards. To this end, this study proposed an ontology-based method of datum reference frame (DRF) for non-standard parts. In this study, a hierarchical tolerance information representation model was constructed. The knowledge reasoning algorithm was established via experience and ISO GPS standards, considering the knowledge isomerism of human engineers, a CAE model was proposed to evaluate the reliability of reasoning results. A case study was conducted to demonstrate the effectiveness of proposed method, the algorithm presented in this paper can be used in the computer-aided tolerance development.",

keywords = "CAE evaluation, CAT, DRF, Knowledge reasoning, Non-standard parts, Ontology",

author = "Chao Kong and Yuanping Xu and Yue Zhu and Zhijie Xu and Jin Jin and Benjun Guo and Tukun Li",

note = "Funding Information: This research is supported by the National Natural Science Foundation of China (NSFC) (61203172); the Sichuan Science and Technology Programs (2023NSFSC0361, 2023YFG0311, 2022002). Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; The UNIfied Conference of DAMAS, InCoME and TEPEN Conferences, UNIfied 2023 ; Conference date: 29-08-2023 Through 01-09-2023",

year = "2024",

month = may,

day = "30",

doi = "10.1007/978-3-031-49413-0_85",

language = "English",

isbn = "9783031494123",

volume = "151",

series = "Mechanisms and Machine Science",

publisher = "Springer, Cham",

pages = "1109--1117",

editor = "Ball, {Andrew D.} and Huajiang Ouyang and Sinha, {Jyoti K.} and Zuolu Wang",

booktitle = "Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1",

address = "Switzerland",

url = "https://unified2023.org/",

}

Kong, C, Xu, Y, Zhu, Y, Xu, Z, Jin, J, Guo, B & Li, T 2024, The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction. in AD Ball, H Ouyang, JK Sinha & Z Wang (eds), Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1. vol. 151, Mechanisms and Machine Science, vol. 151 MMS, Springer, Cham, pp. 1109-1117, The UNIfied Conference of DAMAS, InCoME and TEPEN Conferences, Huddersfield, United Kingdom, 29/08/23. https://doi.org/10.1007/978-3-031-49413-0_85

The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction. / Kong, Chao; Xu, Yuanping; Zhu, Yue et al.

Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1. ed. / Andrew D. Ball; Huajiang Ouyang; Jyoti K. Sinha; Zuolu Wang. Vol. 151 Springer, Cham, 2024. p. 1109-1117 (Mechanisms and Machine Science; Vol. 151 MMS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction

AU - Kong, Chao

AU - Xu, Yuanping

AU - Zhu, Yue

AU - Xu, Zhijie

AU - Jin, Jin

AU - Guo, Benjun

AU - Li, Tukun

N1 - Funding Information: This research is supported by the National Natural Science Foundation of China (NSFC) (61203172); the Sichuan Science and Technology Programs (2023NSFSC0361, 2023YFG0311, 2022002). Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

PY - 2024/5/30

Y1 - 2024/5/30

N2 - In the field of mechanical engineering, standard parts, such as shaft and gear, have standardized tolerance specification design process due to its formalized shapes and dimensions. However, non-standard parts are much more different because their geometrical shape and size are not fixed. Non-standard parts have widely application in automotive and aerospace, and the tolerance specification is mainly dependent on engineer experience and default standards. To this end, this study proposed an ontology-based method of datum reference frame (DRF) for non-standard parts. In this study, a hierarchical tolerance information representation model was constructed. The knowledge reasoning algorithm was established via experience and ISO GPS standards, considering the knowledge isomerism of human engineers, a CAE model was proposed to evaluate the reliability of reasoning results. A case study was conducted to demonstrate the effectiveness of proposed method, the algorithm presented in this paper can be used in the computer-aided tolerance development.

AB - In the field of mechanical engineering, standard parts, such as shaft and gear, have standardized tolerance specification design process due to its formalized shapes and dimensions. However, non-standard parts are much more different because their geometrical shape and size are not fixed. Non-standard parts have widely application in automotive and aerospace, and the tolerance specification is mainly dependent on engineer experience and default standards. To this end, this study proposed an ontology-based method of datum reference frame (DRF) for non-standard parts. In this study, a hierarchical tolerance information representation model was constructed. The knowledge reasoning algorithm was established via experience and ISO GPS standards, considering the knowledge isomerism of human engineers, a CAE model was proposed to evaluate the reliability of reasoning results. A case study was conducted to demonstrate the effectiveness of proposed method, the algorithm presented in this paper can be used in the computer-aided tolerance development.

KW - CAE evaluation

KW - CAT

KW - DRF

KW - Knowledge reasoning

KW - Non-standard parts

KW - Ontology

UR - http://www.scopus.com/inward/record.url?scp=85197202230&partnerID=8YFLogxK

UR - https://doi.org/10.1007/978-3-031-49413-0

U2 - 10.1007/978-3-031-49413-0_85

DO - 10.1007/978-3-031-49413-0_85

M3 - Conference contribution

AN - SCOPUS:85197202230

SN - 9783031494123

SN - 9783031494154

VL - 151

T3 - Mechanisms and Machine Science

SP - 1109

EP - 1117

BT - Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1

A2 - Ball, Andrew D.

A2 - Ouyang, Huajiang

A2 - Sinha, Jyoti K.

A2 - Wang, Zuolu

PB - Springer, Cham

T2 - The UNIfied Conference of DAMAS, InCoME and TEPEN Conferences

Y2 - 29 August 2023 through 1 September 2023

ER -

Kong C, Xu Y, Zhu Y, Xu Z, Jin J, Guo B et al. The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction. In Ball AD, Ouyang H, Sinha JK, Wang Z, editors, Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) - Volume 1. Vol. 151. Springer, Cham. 2024. p. 1109-1117. (Mechanisms and Machine Science). Epub 2024 May 29. doi: 10.1007/978-3-031-49413-0_85

The Ontology-Based Semantic Reasoning Method for Non-standard Part Datum Construction

Abstract

Publication series

Conference

UN SDGs

Access to Document

Other files and links

Cite this