An Iterative Compression Method for the Two-Dimensional Irregular Packing Problem With Lead Lines
In industry, cutting various irregular pieces from a large raw material plate of a given size is often necessary to minimize the number of raw material sheets used. This problem is known as the two-dimensional irregular bin packing problem (2DIBPP). An iterative compression algorithm is proposed to...
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Veröffentlicht in: | IEEE access 2024, Vol.12, p.106695-106706 |
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description | In industry, cutting various irregular pieces from a large raw material plate of a given size is often necessary to minimize the number of raw material sheets used. This problem is known as the two-dimensional irregular bin packing problem (2DIBPP). An iterative compression algorithm is proposed to address the irregular packing problem in the sheet metal industry, considering lead lines to maximize raw material sheet utilization. Firstly, three methods of lead lines pre-processing are proposed to effectively transform lead lines constraints into non-overlapping constraints between pieces. Secondly, an improved greedy heuristic, incorporating the sticking-edge and insertion-space strategies, is designed to obtain an initial solution for compact packing. Finally, through the iterative compression strategy, the occupied space of the pieces is continuously contracted to further enhance raw material sheet utilization. The efficiency of the proposed algorithms is demonstrated through testing and analysis of real-world instances from industry. The lead lines processing strategy and algorithm presented in this paper effectively resolve the irregular packing problem associated with lead lines, demonstrating their utility in industrial production. |
doi_str_mv | 10.1109/ACCESS.2024.3437729 |
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This problem is known as the two-dimensional irregular bin packing problem (2DIBPP). An iterative compression algorithm is proposed to address the irregular packing problem in the sheet metal industry, considering lead lines to maximize raw material sheet utilization. Firstly, three methods of lead lines pre-processing are proposed to effectively transform lead lines constraints into non-overlapping constraints between pieces. Secondly, an improved greedy heuristic, incorporating the sticking-edge and insertion-space strategies, is designed to obtain an initial solution for compact packing. Finally, through the iterative compression strategy, the occupied space of the pieces is continuously contracted to further enhance raw material sheet utilization. The efficiency of the proposed algorithms is demonstrated through testing and analysis of real-world instances from industry. 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This problem is known as the two-dimensional irregular bin packing problem (2DIBPP). An iterative compression algorithm is proposed to address the irregular packing problem in the sheet metal industry, considering lead lines to maximize raw material sheet utilization. Firstly, three methods of lead lines pre-processing are proposed to effectively transform lead lines constraints into non-overlapping constraints between pieces. Secondly, an improved greedy heuristic, incorporating the sticking-edge and insertion-space strategies, is designed to obtain an initial solution for compact packing. Finally, through the iterative compression strategy, the occupied space of the pieces is continuously contracted to further enhance raw material sheet utilization. The efficiency of the proposed algorithms is demonstrated through testing and analysis of real-world instances from industry. The lead lines processing strategy and algorithm presented in this paper effectively resolve the irregular packing problem associated with lead lines, demonstrating their utility in industrial production.</description><subject>Deformation</subject><subject>irregular packing</subject><subject>iterative compression algorithm</subject><subject>Lead</subject><subject>lead lines</subject><subject>Production</subject><subject>Raw materials</subject><subject>Shape</subject><subject>Sheet metal industry</subject><subject>Trajectory</subject><subject>Vectors</subject><issn>2169-3536</issn><issn>2169-3536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNpNkN1Kw0AQhYMoWGqfQC_2BVr3J7ubXJZYNRCx0IqXy2Z30m5Ns2UTFd_exBbp3MxwhvMxc6LoluAZITi9n2fZYrWaUUzjGYuZlDS9iEaUiHTKOBOXZ_N1NGnbHe4r6SUuR5GeNyjvIOjOfQHK_P4QoG2db9ALdFtvUeUD6raA1t9--uD20AxLXaM8BNh81jqgpTYfrtmgZfBlDXv07rotKkBbVLgG2pvoqtJ1C5NTH0dvj4t19jwtXp_ybF5MDWOkG86rsCAESspTXRoqJDHWUitTSSVOKkJKm_CUW9F_yA0vY17i2ADXMpGasnGUH7nW6506BLfX4Ud57dSf4MNG6dA5U4OK4x4nMSUc41iASGPJiTAmsZRVhIuexY4sE3zbBqj-eQSrIXR1DF0NoatT6L3r7uhyAHDmEJRgKtgv7yZ8Uw</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Tang, Chao</creator><creator>Yao, Shaowen</creator><creator>Lu, Limei</creator><creator>Zhang, Shigang</creator><creator>Wei, Lijun</creator><general>IEEE</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>DOA</scope><orcidid>https://orcid.org/0009-0008-0524-5724</orcidid></search><sort><creationdate>2024</creationdate><title>An Iterative Compression Method for the Two-Dimensional Irregular Packing Problem With Lead Lines</title><author>Tang, Chao ; Yao, Shaowen ; Lu, Limei ; Zhang, Shigang ; Wei, Lijun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-353f0611eb259abc2671cdd2d7972708f11bd8595d67725c5b45b04ce5a787a23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Deformation</topic><topic>irregular packing</topic><topic>iterative compression algorithm</topic><topic>Lead</topic><topic>lead lines</topic><topic>Production</topic><topic>Raw materials</topic><topic>Shape</topic><topic>Sheet metal industry</topic><topic>Trajectory</topic><topic>Vectors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tang, Chao</creatorcontrib><creatorcontrib>Yao, Shaowen</creatorcontrib><creatorcontrib>Lu, Limei</creatorcontrib><creatorcontrib>Zhang, Shigang</creatorcontrib><creatorcontrib>Wei, Lijun</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE access</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tang, Chao</au><au>Yao, Shaowen</au><au>Lu, Limei</au><au>Zhang, Shigang</au><au>Wei, Lijun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An Iterative Compression Method for the Two-Dimensional Irregular Packing Problem With Lead Lines</atitle><jtitle>IEEE access</jtitle><stitle>Access</stitle><date>2024</date><risdate>2024</risdate><volume>12</volume><spage>106695</spage><epage>106706</epage><pages>106695-106706</pages><issn>2169-3536</issn><eissn>2169-3536</eissn><coden>IAECCG</coden><abstract>In industry, cutting various irregular pieces from a large raw material plate of a given size is often necessary to minimize the number of raw material sheets used. This problem is known as the two-dimensional irregular bin packing problem (2DIBPP). An iterative compression algorithm is proposed to address the irregular packing problem in the sheet metal industry, considering lead lines to maximize raw material sheet utilization. Firstly, three methods of lead lines pre-processing are proposed to effectively transform lead lines constraints into non-overlapping constraints between pieces. Secondly, an improved greedy heuristic, incorporating the sticking-edge and insertion-space strategies, is designed to obtain an initial solution for compact packing. Finally, through the iterative compression strategy, the occupied space of the pieces is continuously contracted to further enhance raw material sheet utilization. The efficiency of the proposed algorithms is demonstrated through testing and analysis of real-world instances from industry. The lead lines processing strategy and algorithm presented in this paper effectively resolve the irregular packing problem associated with lead lines, demonstrating their utility in industrial production.</abstract><pub>IEEE</pub><doi>10.1109/ACCESS.2024.3437729</doi><tpages>12</tpages><orcidid>https://orcid.org/0009-0008-0524-5724</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Deformation irregular packing iterative compression algorithm Lead lead lines Production Raw materials Shape Sheet metal industry Trajectory Vectors |
title | An Iterative Compression Method for the Two-Dimensional Irregular Packing Problem With Lead Lines |
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