Evidence map›Paper›PMID 40382407›Full record

ArticleScientific reports2025

Rule-based design verification for mechanical parts with dynamic rule subset selection.

Hyeonji Lee, Changmo Yeo, Seungeun Lim, Byung Chul Kim, Kyung Cheol Bae, Duhwan Mun

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Hyeonji LeeSchool of Mechanical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
Changmo YeoSchool of Mechanical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
Seungeun LimSchool of Mechanical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.
Byung Chul KimSchool of Mechanical Engineering, Korea University of Technology and Education, 1600 Chungjeol-ro, Byeongcheon-myeon, Dongnam-gu, Cheonan-si, 31253, Chungcheongnam-do, Republic of Korea.
Kyung Cheol BaePR Lever Inc., 2nd Fl, Moson B/D, 9-14, Seongnam-daero 331beon-gil, Bundang-gu, Seongnam-si, 13558, Gyeonggi-do, Republic of Korea.
Duhwan MunSchool of Mechanical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea. dhmun@korea.ac.kr.

Funding

Ministry of Science and ICT, South Korea RS-2024-00411653Ministry of Trade, Industry and Energy 20023565National Research Foundation of Korea NRF-2022R1A2C2005879National Research Foundation of Korea RS-2024-00354618
6 · The paper itself

Abstract

In the product development process, it is essential to identify potential design errors in design data and correct them appropriately before production begins. This paper proposes a method for rule-based design verification of mechanical parts through dynamic selection of rule subsets. First, a knowledgebase structure centered on design features was defined to specify rules from design requirements. Then, a method was developed to dynamically compose verification functions using the verification equations contained in the selected design rules. These rules are applied to the design parameter data extracted from design data such as 3D CAD models. The proposed method allows for the easy expansion of applicable parts by simply adding the necessary rules to the knowledgebase, without changing the structure of the design rule knowledgebase or expanding the verification system. Design verification experiments were conducted on anemometers and snap-fit hooks to verify the proposed method's effectiveness. The experiments successfully performed design verification for both parts, confirming that the proposed method can be flexibly applied to various parts.

Indexed as

Design verificationDynamic rule subset selectionMechanical partsRule knowledgebase

Identifiers

PMID40382407
PMCPMC12085689

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.