{"data":{"id":"10.6084/m9.figshare.7092863","type":"dois","attributes":{"doi":"10.6084/m9.figshare.7092863","prefix":"10.6084","suffix":"m9.figshare.7092863","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Grasso, Bianca Maria Colosimo Marco","nameType":"Personal","givenName":"Bianca Maria Colosimo Marco","familyName":"Grasso","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"DATASET from \"Spatially weighted PCA for monitoring video image data with application to additive manufacturing\" by B.M.Colosimo and M. Grasso, JQT 2018"}],"publisher":"figshare","container":{},"publicationYear":2018,"subjects":[{"subject":"91006 Manufacturing Processes and Technologies (excl. Textiles)","subjectScheme":"FOR"},{"subject":"FOS: Electrical engineering, electronic engineering, information engineering","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Electrical engineering, electronic engineering, information engineering","subjectScheme":"Fields of Science and Technology (FOS)"}],"contributors":[],"dates":[{"date":"2018-09-16","dateType":"Created"},{"date":"2020-07-31","dateType":"Updated"},{"date":"2018","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["1625506 Bytes"],"formats":[],"version":null,"rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"The dataset includes three \".avi\" videos acquired during the Laser Powder Bed Fusion (LPBF), a.k.a. Selective Laser Melting (SLM), of an AISI 316 part on a Renishaw AM250 system.The videos were acquired by means of an OlympusTM I-speed 3 camera (CMOS sensor) placed outside the build chamber viewport (sampling frequency of 300 fps).The three videos are representative of out-of-control conditions, where hot-spot events occurred during the process in correspondence of acute corners belonging to overhang areas of the part.A hot-spot phenomenon consists of a local over-heating of the layer caused by out-of-control heat exchanges, which may produce internal and geometrical defects in the final product. The goal of an in-situ monitoring methodology based on high-speed video imaging consists of signalling the hot-spot onset as soon as possble during the process.All the details about the dataset can be found in:\u003cbr\u003e\u003cpre\u003eColosimo, B.M., Grasso, M. (2018). Spatially weighted PCA for monitoring video image data with application to additive manufacturing. Journal of Quality Technology, 50(4), 391-417.\u003c/pre\u003e\u003cbr\u003eGrasso M., Laguzza V., Semeraro Q., Colosimo B.M., (2017), In-process Monitoring of Selective Laser Melting: Spatial Detection of Defects via Image Data Analysis, Journal of Manufacturing Science and Engineering, 139(5), 051001-1 - 051001-16.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"PD94bWwgdmVyc2lvbj0iMS4wIiBlbmNvZGluZz0iVVRGLTgiPz4KPHJlc291cmNlIHhtbG5zPSJodHRwOi8vZGF0YWNpdGUub3JnL3NjaGVtYS9rZXJuZWwtNCIgeG1sbnM6eHNpPSJodHRwOi8vd3d3LnczLm9yZy8yMDAxL1hNTFNjaGVtYS1pbnN0YW5jZSIgeHNpOnNjaGVtYUxvY2F0aW9uPSJodHRwOi8vZGF0YWNpdGUub3JnL3NjaGVtYS9rZXJuZWwtNCBodHRwOi8vc2NoZW1hLmRhdGFjaXRlLm9yZy9tZXRhL2tlcm5lbC00LjEvbWV0YWRhdGEueHNkIj4KICA8aWRlbnRpZmllciBpZGVudGlmaWVyVHlwZT0iRE9JIj4xMC42MDg0L005LkZJR1NIQVJFLjcwOTI4NjM8L2lkZW50aWZpZXI+CiAgPGNyZWF0b3JzPgogICAgPGNyZWF0b3I+CiAgICAgIDxjcmVhdG9yTmFtZT5CaWFuY2EgTWFyaWEgQ29sb3NpbW8gTWFyY28gR3Jhc3NvPC9jcmVhdG9yTmFtZT4KICAgIDwvY3JlYXRvcj4KICA8L2NyZWF0b3JzPgogIDx0aXRsZXM+CiAgICA8dGl0bGU+REFUQVNFVCBmcm9tICJTcGF0aWFsbHkgd2VpZ2h0ZWQgUENBIGZvciBtb25pdG9yaW5nIHZpZGVvIGltYWdlIGRhdGEgd2l0aCBhcHBsaWNhdGlvbiB0byBhZGRpdGl2ZSBtYW51ZmFjdHVyaW5nIiBieSBCLk0uQ29sb3NpbW8gYW5kIE0uIEdyYXNzbywgSlFUIDIwMTg8L3RpdGxlPgogIDwvdGl0bGVzPgogIDxkZXNjcmlwdGlvbnM+CiAgICA8ZGVzY3JpcHRpb24gZGVzY3JpcHRpb25UeXBlPSJBYnN0cmFjdCI+Jmx0O2RpdiZndDtUaGUgZGF0YXNldCBpbmNsdWRlcyB0aHJlZSAiLmF2aSIgdmlkZW9zIGFjcXVpcmVkIGR1cmluZyB0aGUgTGFzZXIgUG93ZGVyIEJlZCAgRnVzaW9uIChMUEJGKSwgYS5rLmEuIFNlbGVjdGl2ZSBMYXNlciBNZWx0aW5nIChTTE0pLCBvZiBhbiBBSVNJIDMxNiBwYXJ0IG9uIGEgUmVuaXNoYXcgQU0yNTAgc3lzdGVtLiZsdDsvZGl2Jmd0OyZsdDtkaXYmZ3Q7VGhlIHZpZGVvcyB3ZXJlIGFjcXVpcmVkIGJ5IG1lYW5zIG9mIGFuIE9seW1wdXNUTSBJLXNwZWVkIDMgY2FtZXJhIChDTU9TIHNlbnNvcikgcGxhY2VkIG91dHNpZGUgdGhlIGJ1aWxkIGNoYW1iZXIgdmlld3BvcnQgKHNhbXBsaW5nIGZyZXF1ZW5jeSBvZiAzMDAgZnBzKS4mbHQ7L2RpdiZndDsmbHQ7ZGl2Jmd0O1RoZSB0aHJlZSB2aWRlb3MgYXJlIHJlcHJlc2VudGF0aXZlIG9mIG91dC1vZi1jb250cm9sIGNvbmRpdGlvbnMsIHdoZXJlIGhvdC1zcG90IGV2ZW50cyBvY2N1cnJlZCBkdXJpbmcgdGhlIHByb2Nlc3MgaW4gY29ycmVzcG9uZGVuY2Ugb2YgYWN1dGUgY29ybmVycyBiZWxvbmdpbmcgdG8gb3ZlcmhhbmcgYXJlYXMgb2YgdGhlIHBhcnQuJmx0Oy9kaXYmZ3Q7Jmx0O2RpdiZndDtBIGhvdC1zcG90IHBoZW5vbWVub24gY29uc2lzdHMgb2YgYSBsb2NhbCBvdmVyLWhlYXRpbmcgb2YgdGhlIGxheWVyIGNhdXNlZCBieSBvdXQtb2YtY29udHJvbCBoZWF0IGV4Y2hhbmdlcywgd2hpY2ggbWF5IHByb2R1Y2UgaW50ZXJuYWwgYW5kIGdlb21ldHJpY2FsIGRlZmVjdHMgaW4gdGhlIGZpbmFsIHByb2R1Y3QuICZsdDsvZGl2Jmd0OyZsdDtkaXYmZ3Q7VGhlIGdvYWwgb2YgYW4gaW4tc2l0dSBtb25pdG9yaW5nIG1ldGhvZG9sb2d5IGJhc2VkIG9uIGhpZ2gtc3BlZWQgdmlkZW8gaW1hZ2luZyBjb25zaXN0cyBvZiBzaWduYWxsaW5nIHRoZSBob3Qtc3BvdCBvbnNldCBhcyBzb29uIGFzIHBvc3NibGUgZHVyaW5nIHRoZSBwcm9jZXNzLiZsdDsvZGl2Jmd0OyZsdDtkaXYmZ3Q7QWxsIHRoZSBkZXRhaWxzIGFib3V0IHRoZSBkYXRhc2V0IGNhbiBiZSBmb3VuZCBpbjombHQ7L2RpdiZndDsmbHQ7ZGl2Jmd0OyZsdDticiZndDsmbHQ7L2RpdiZndDsmbHQ7ZGl2Jmd0OyZsdDtwcmUmZ3Q7Q29sb3NpbW8sIEIuTS4sIEdyYXNzbywgTS4gKDIwMTgpLiBTcGF0aWFsbHkgd2VpZ2h0ZWQgUENBIGZvciBtb25pdG9yaW5nIHZpZGVvIGltYWdlIGRhdGEgd2l0aCBhcHBsaWNhdGlvbiB0byBhZGRpdGl2ZSBtYW51ZmFjdHVyaW5nLiBKb3VybmFsIG9mIFF1YWxpdHkgVGVjaG5vbG9neSwgNTAoNCksIDM5MS00MTcuJmx0Oy9wcmUmZ3Q7Jmx0Oy9kaXYmZ3Q7Jmx0O2RpdiZndDsmbHQ7YnImZ3Q7Jmx0Oy9kaXYmZ3Q7Jmx0O2RpdiZndDtHcmFzc28gTS4sIExhZ3V6emEgVi4sIFNlbWVyYXJvIFEuLCBDb2xvc2ltbyBCLk0uLCAoMjAxNyksIEluLXByb2Nlc3MgTW9uaXRvcmluZyBvZiBTZWxlY3RpdmUgTGFzZXIgTWVsdGluZzogU3BhdGlhbCBEZXRlY3Rpb24gb2YgRGVmZWN0cyB2aWEgSW1hZ2UgRGF0YSBBbmFseXNpcywgSm91cm5hbCBvZiBNYW51ZmFjdHVyaW5nIFNjaWVuY2UgYW5kIEVuZ2luZWVyaW5nLCAxMzkoNSksIDA1MTAwMS0xIC0gMDUxMDAxLTE2LiZsdDsvZGl2Jmd0OzwvZGVzY3JpcHRpb24+CiAgPC9kZXNjcmlwdGlvbnM+CiAgPHN1YmplY3RzPgogICAgPHN1YmplY3Qgc2NoZW1lVVJJPSJodHRwOi8vd3d3LmFicy5nb3YuYXUvYXVzc3RhdHMvYWJzQC5uc2YvMC82QkI0MjdBQjk2OTZDMjI1Q0EyNTc0MTgwMDA0NDYzRSIgc3ViamVjdFNjaGVtZT0iRk9SIj45MTAwNiBNYW51ZmFjdHVyaW5nIFByb2Nlc3NlcyBhbmQgVGVjaG5vbG9naWVzIChleGNsLiBUZXh0aWxlcyk8L3N1YmplY3Q+CiAgPC9zdWJqZWN0cz4KICA8cHVibGlzaGVyPmZpZ3NoYXJlPC9wdWJsaXNoZXI+CiAgPHB1YmxpY2F0aW9uWWVhcj4yMDE4PC9wdWJsaWNhdGlvblllYXI+CiAgPGRhdGVzPgogICAgPGRhdGUgZGF0ZVR5cGU9IkNyZWF0ZWQiPjIwMTgtMDktMTY8L2RhdGU+CiAgICA8ZGF0ZSBkYXRlVHlwZT0iVXBkYXRlZCI+MjAyMC0wNy0zMTwvZGF0ZT4KICA8L2RhdGVzPgogIDxyZXNvdXJjZVR5cGUgcmVzb3VyY2VUeXBlR2VuZXJhbD0iRGF0YXNldCI+RGF0YXNldDwvcmVzb3VyY2VUeXBlPgogIDxzaXplcz4KICAgIDxzaXplPjE2MjU1MDYgQnl0ZXM8L3NpemU+CiAgPC9zaXplcz4KICA8cmlnaHRzTGlzdD4KICAgIDxyaWdodHMgcmlnaHRzVVJJPSJodHRwczovL2NyZWF0aXZlY29tbW9ucy5vcmcvbGljZW5zZXMvYnkvNC4wLyI+Q0MgQlkgNC4wPC9yaWdodHM+CiAgPC9yaWdodHNMaXN0Pgo8L3Jlc291cmNlPg==","url":"https://figshare.com/articles/DATASET_from_Spatially_weighted_PCA_for_monitoring_video_image_data_with_application_to_additive_manufacturing_by_B_M_Colosimo_and_M_Grasso_JQT_2018/7092863","contentUrl":null,"metadataVersion":2,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2018-09-16T10:42:34.000Z","registered":"2018-09-16T10:43:36.000Z","published":"2018","updated":"2020-08-28T10:28:50.000Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}},"provider":{"data":{"id":"otjm","type":"providers"}},"media":{"data":{"id":"10.6084/m9.figshare.7092863","type":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