Non-Destructive Testing of Baked Anodes Based on Modal Analysis and Principal Component Analysis. Boubaker, M. B., Picard, D., Duchesne, C., Tessier, J., Alamdari, H., & Fafard, M. In volume 0, pages 1289 - 1298, San Diego, CA, United states, 2017. Aluminium smelting;Anode quality;Baked anodes;Baked carbon anode;Carbon anodes;Core sampling;Non destructive testing;Principal-component analysis;Property;Vibration;
Paper abstract bibtex Baked anodes quality control is still mostly based on core sampling and characterization. Only a small proportion of the production can be tested by this method due to the costly, time consuming, and destructive nature of the analytical techniques. Furthermore, the core properties are not necessarily representative of those of the whole block. A rapid and non-destructive method for anode quality control based on vibration modal analysis is proposed. A number of baked anodes produced under different conditions at the Alcoa Deschambault smelter were selected. These were excited mechanically at different locations and the vibration signals of the blocks were measured by accelerometers. Principal Component Analysis (PCA) was used to cluster the vibration modes of the anodes. It is shown that the proposed approach allows detecting and distinguishing different types of anode internal defects. Some of the tested anodes were cut and imaged in order to confirm the results visually.
© 2017, The Minerals, Metals & Materials Society.
@inproceedings{20180904836209 ,
language = {English},
copyright = {Compilation and indexing terms, Copyright 2023 Elsevier Inc.},
copyright = {Compendex},
title = {Non-Destructive Testing of Baked Anodes Based on Modal Analysis and Principal Component Analysis},
journal = {Minerals, Metals and Materials Series},
author = {Boubaker, Moez Ben and Picard, Donald and Duchesne, Carl and Tessier, Jayson and Alamdari, Houshang and Fafard, Mario},
volume = {0},
year = {2017},
pages = {1289 - 1298},
issn = {23671181},
address = {San Diego, CA, United states},
abstract = {<div data-language="eng" data-ev-field="abstract">Baked anodes quality control is still mostly based on core sampling and characterization. Only a small proportion of the production can be tested by this method due to the costly, time consuming, and destructive nature of the analytical techniques. Furthermore, the core properties are not necessarily representative of those of the whole block. A rapid and non-destructive method for anode quality control based on vibration modal analysis is proposed. A number of baked anodes produced under different conditions at the Alcoa Deschambault smelter were selected. These were excited mechanically at different locations and the vibration signals of the blocks were measured by accelerometers. Principal Component Analysis (PCA) was used to cluster the vibration modes of the anodes. It is shown that the proposed approach allows detecting and distinguishing different types of anode internal defects. Some of the tested anodes were cut and imaged in order to confirm the results visually.<br/></div> © 2017, The Minerals, Metals & Materials Society.},
key = {Anodes},
keywords = {Aluminum;Carbon;Metal analysis;Modal analysis;Nondestructive examination;Principal component analysis;Quality control;Vibration analysis;},
note = {Aluminium smelting;Anode quality;Baked anodes;Baked carbon anode;Carbon anodes;Core sampling;Non destructive testing;Principal-component analysis;Property;Vibration;},
URL = {http://dx.doi.org/10.1007/978-3-319-51541-0_154},
}
Downloads: 0
{"_id":"LcabCqq6Qc2cwJR7L","bibbaseid":"boubaker-picard-duchesne-tessier-alamdari-fafard-nondestructivetestingofbakedanodesbasedonmodalanalysisandprincipalcomponentanalysis-2017","author_short":["Boubaker, M. B.","Picard, D.","Duchesne, C.","Tessier, J.","Alamdari, H.","Fafard, M."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","language":"English","copyright":"Compendex","title":"Non-Destructive Testing of Baked Anodes Based on Modal Analysis and Principal Component Analysis","journal":"Minerals, Metals and Materials Series","author":[{"propositions":[],"lastnames":["Boubaker"],"firstnames":["Moez","Ben"],"suffixes":[]},{"propositions":[],"lastnames":["Picard"],"firstnames":["Donald"],"suffixes":[]},{"propositions":[],"lastnames":["Duchesne"],"firstnames":["Carl"],"suffixes":[]},{"propositions":[],"lastnames":["Tessier"],"firstnames":["Jayson"],"suffixes":[]},{"propositions":[],"lastnames":["Alamdari"],"firstnames":["Houshang"],"suffixes":[]},{"propositions":[],"lastnames":["Fafard"],"firstnames":["Mario"],"suffixes":[]}],"volume":"0","year":"2017","pages":"1289 - 1298","issn":"23671181","address":"San Diego, CA, United states","abstract":"<div data-language=\"eng\" data-ev-field=\"abstract\">Baked anodes quality control is still mostly based on core sampling and characterization. Only a small proportion of the production can be tested by this method due to the costly, time consuming, and destructive nature of the analytical techniques. Furthermore, the core properties are not necessarily representative of those of the whole block. A rapid and non-destructive method for anode quality control based on vibration modal analysis is proposed. A number of baked anodes produced under different conditions at the Alcoa Deschambault smelter were selected. These were excited mechanically at different locations and the vibration signals of the blocks were measured by accelerometers. Principal Component Analysis (PCA) was used to cluster the vibration modes of the anodes. It is shown that the proposed approach allows detecting and distinguishing different types of anode internal defects. Some of the tested anodes were cut and imaged in order to confirm the results visually.<br/></div> © 2017, The Minerals, Metals & Materials Society.","key":"20180904836209","keywords":"Aluminum;Carbon;Metal analysis;Modal analysis;Nondestructive examination;Principal component analysis;Quality control;Vibration analysis;","note":"Aluminium smelting;Anode quality;Baked anodes;Baked carbon anode;Carbon anodes;Core sampling;Non destructive testing;Principal-component analysis;Property;Vibration;","url":"http://dx.doi.org/10.1007/978-3-319-51541-0_154","bibtex":"@inproceedings{20180904836209 ,\nlanguage = {English},\ncopyright = {Compilation and indexing terms, Copyright 2023 Elsevier Inc.},\ncopyright = {Compendex},\ntitle = {Non-Destructive Testing of Baked Anodes Based on Modal Analysis and Principal Component Analysis},\njournal = {Minerals, Metals and Materials Series},\nauthor = {Boubaker, Moez Ben and Picard, Donald and Duchesne, Carl and Tessier, Jayson and Alamdari, Houshang and Fafard, Mario},\nvolume = {0},\nyear = {2017},\npages = {1289 - 1298},\nissn = {23671181},\naddress = {San Diego, CA, United states},\nabstract = {<div data-language=\"eng\" data-ev-field=\"abstract\">Baked anodes quality control is still mostly based on core sampling and characterization. Only a small proportion of the production can be tested by this method due to the costly, time consuming, and destructive nature of the analytical techniques. Furthermore, the core properties are not necessarily representative of those of the whole block. A rapid and non-destructive method for anode quality control based on vibration modal analysis is proposed. A number of baked anodes produced under different conditions at the Alcoa Deschambault smelter were selected. These were excited mechanically at different locations and the vibration signals of the blocks were measured by accelerometers. Principal Component Analysis (PCA) was used to cluster the vibration modes of the anodes. It is shown that the proposed approach allows detecting and distinguishing different types of anode internal defects. Some of the tested anodes were cut and imaged in order to confirm the results visually.<br/></div> © 2017, The Minerals, Metals & Materials Society.},\nkey = {Anodes},\nkeywords = {Aluminum;Carbon;Metal analysis;Modal analysis;Nondestructive examination;Principal component analysis;Quality control;Vibration analysis;},\nnote = {Aluminium smelting;Anode quality;Baked anodes;Baked carbon anode;Carbon anodes;Core sampling;Non destructive testing;Principal-component analysis;Property;Vibration;},\nURL = {http://dx.doi.org/10.1007/978-3-319-51541-0_154},\n} \n\n\n","author_short":["Boubaker, M. B.","Picard, D.","Duchesne, C.","Tessier, J.","Alamdari, H.","Fafard, M."],"id":"20180904836209","bibbaseid":"boubaker-picard-duchesne-tessier-alamdari-fafard-nondestructivetestingofbakedanodesbasedonmodalanalysisandprincipalcomponentanalysis-2017","role":"author","urls":{"Paper":"http://dx.doi.org/10.1007/978-3-319-51541-0_154"},"keyword":["Aluminum;Carbon;Metal analysis;Modal analysis;Nondestructive examination;Principal component analysis;Quality control;Vibration analysis;"],"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"https://bibbase.org/network/files/m3A3cns49MKmeRzt5","dataSources":["6bQoEjmiPcFP9pfsZ","6Aw5QAtT2yLJ3d2JP","qBPxBjrzghRQ4Wzbf","EnwwBMFxopKkypo2f","8uWbXNBCDiEboMj8h"],"keywords":["aluminum;carbon;metal analysis;modal analysis;nondestructive examination;principal component analysis;quality control;vibration analysis;"],"search_terms":["non","destructive","testing","baked","anodes","based","modal","analysis","principal","component","analysis","boubaker","picard","duchesne","tessier","alamdari","fafard"],"title":"Non-Destructive Testing of Baked Anodes Based on Modal Analysis and Principal Component Analysis","year":2017}