Partial panel information of Company W.
<div><p>The drilling process is a crucial component in the production of panel furniture enterprises; simultaneously, it is also the most complex process. And the furniture enterprise’s transition to intelligent manufacturing lacks effective process optimization. Therefore, this study fo...
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| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , |
| منشور في: |
2025
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| _version_ | 1852020495727198208 |
|---|---|
| author | Guokun Wang (3411137) |
| author2 | Xiaoli Li (279663) Xianqing Xiong (21342950) Siqun Wang (3222678) |
| author2_role | author author author |
| author_facet | Guokun Wang (3411137) Xiaoli Li (279663) Xianqing Xiong (21342950) Siqun Wang (3222678) |
| author_role | author |
| dc.creator.none.fl_str_mv | Guokun Wang (3411137) Xiaoli Li (279663) Xianqing Xiong (21342950) Siqun Wang (3222678) |
| dc.date.none.fl_str_mv | 2025-05-13T14:41:14Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0318667.t002 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Partial_panel_information_of_Company_W_/29049492 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Cell Biology Infectious Diseases Virology Computational Biology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified coordinate information grid association rule mining hole distribution patterns panel furniture manufacturing panel furniture enterprises drilling process parameters data analysis method panel furniture drilling patterns drilling process complex process drilling processes drilling occurrences drilling efficiency xlink "> validating solutions study focuses study demonstrates revealed inconsistencies novel coing findings demonstrated data collection crucial component company w cabinet structures |
| dc.title.none.fl_str_mv | Partial panel information of Company W. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <div><p>The drilling process is a crucial component in the production of panel furniture enterprises; simultaneously, it is also the most complex process. And the furniture enterprise’s transition to intelligent manufacturing lacks effective process optimization. Therefore, this study focuses on optimizing the drilling process in panel furniture. Initially, an analysis of cabinet structures was conducted, followed by data collection on drilling patterns. Based on this data and insights from hole distribution patterns, a novel COING (Coordinate Information Grid) data analysis method was proposed. Subsequently, the application of this method at the Company W, combined with the ARM (Association Rule Mining) method, revealed inconsistencies in drilling process parameters. After proposing and validating solutions in the Company W’s workshop, the findings demonstrated a 14.0% reduction in drilling occurrences and a 3.87% enhancement in drilling efficiency. This study demonstrates the optimization of drilling processes in panel furniture manufacturing.</p></div> |
| eu_rights_str_mv | openAccess |
| id | Manara_25d8b22753fc8a6aa1eb698be8a4d067 |
| identifier_str_mv | 10.1371/journal.pone.0318667.t002 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29049492 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Partial panel information of Company W.Guokun Wang (3411137)Xiaoli Li (279663)Xianqing Xiong (21342950)Siqun Wang (3222678)Cell BiologyInfectious DiseasesVirologyComputational BiologyEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedcoordinate information gridassociation rule mininghole distribution patternspanel furniture manufacturingpanel furniture enterprisesdrilling process parametersdata analysis methodpanel furnituredrilling patternsdrilling processcomplex processdrilling processesdrilling occurrencesdrilling efficiencyxlink ">validating solutionsstudy focusesstudy demonstratesrevealed inconsistenciesnovel coingfindings demonstrateddata collectioncrucial componentcompany wcabinet structures<div><p>The drilling process is a crucial component in the production of panel furniture enterprises; simultaneously, it is also the most complex process. And the furniture enterprise’s transition to intelligent manufacturing lacks effective process optimization. Therefore, this study focuses on optimizing the drilling process in panel furniture. Initially, an analysis of cabinet structures was conducted, followed by data collection on drilling patterns. Based on this data and insights from hole distribution patterns, a novel COING (Coordinate Information Grid) data analysis method was proposed. Subsequently, the application of this method at the Company W, combined with the ARM (Association Rule Mining) method, revealed inconsistencies in drilling process parameters. After proposing and validating solutions in the Company W’s workshop, the findings demonstrated a 14.0% reduction in drilling occurrences and a 3.87% enhancement in drilling efficiency. This study demonstrates the optimization of drilling processes in panel furniture manufacturing.</p></div>2025-05-13T14:41:14ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0318667.t002https://figshare.com/articles/dataset/Partial_panel_information_of_Company_W_/29049492CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/290494922025-05-13T14:41:14Z |
| spellingShingle | Partial panel information of Company W. Guokun Wang (3411137) Cell Biology Infectious Diseases Virology Computational Biology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified coordinate information grid association rule mining hole distribution patterns panel furniture manufacturing panel furniture enterprises drilling process parameters data analysis method panel furniture drilling patterns drilling process complex process drilling processes drilling occurrences drilling efficiency xlink "> validating solutions study focuses study demonstrates revealed inconsistencies novel coing findings demonstrated data collection crucial component company w cabinet structures |
| status_str | publishedVersion |
| title | Partial panel information of Company W. |
| title_full | Partial panel information of Company W. |
| title_fullStr | Partial panel information of Company W. |
| title_full_unstemmed | Partial panel information of Company W. |
| title_short | Partial panel information of Company W. |
| title_sort | Partial panel information of Company W. |
| topic | Cell Biology Infectious Diseases Virology Computational Biology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified coordinate information grid association rule mining hole distribution patterns panel furniture manufacturing panel furniture enterprises drilling process parameters data analysis method panel furniture drilling patterns drilling process complex process drilling processes drilling occurrences drilling efficiency xlink "> validating solutions study focuses study demonstrates revealed inconsistencies novel coing findings demonstrated data collection crucial component company w cabinet structures |