Software Open Access
Melih C. Yesilli;
Firas A. Khasawneh
<?xml version='1.0' encoding='UTF-8'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">machine learning, transfer learning, chatter detection, wavelet packet transform, empirical mode decomposition</subfield> </datafield> <controlfield tag="005">20200311202025.0</controlfield> <controlfield tag="001">3706729</controlfield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="u">Michigan State University</subfield> <subfield code="0">(orcid)0000-0001-7817-7445</subfield> <subfield code="a">Firas A. Khasawneh</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">9553401</subfield> <subfield code="z">md5:5dbf65518b2f75bf33e3b24214e4698d</subfield> <subfield code="u">https://zenodo.org/record/3706729/files/mcanyesilli/WPT_EEMD_ML_Machining-v1.3.zip</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2020-03-11</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="p">software</subfield> <subfield code="o">oai:zenodo.org:3706729</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="u">Michigan State University</subfield> <subfield code="0">(orcid)0000-0001-8224-7397</subfield> <subfield code="a">Melih C. Yesilli</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">mcanyesilli/WPT_EEMD_ML_Machining v1.3</subfield> </datafield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="a">Other (Open)</subfield> </datafield> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>This repository includes the documentation for the Python codes that extract features by using Wavelet Packet Transform (WPT) and Ensemble Empirical Mode Decomposition (EEMD) and diagnose chatter in turning process for different cutting configurations. Algorithms are based on the methods explained in&nbsp;<a href="https://doi.org/10.1016/j.cirpj.2019.11.003">this paper</a>&nbsp;The experimental data in both raw and processed format can be found in&nbsp;<a href="http://dx.doi.org/10.17632/hvm4wh3jzx.1">Mendeley repository</a>.</p></subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">url</subfield> <subfield code="i">isSupplementTo</subfield> <subfield code="a">https://github.com/mcanyesilli/WPT_EEMD_ML_Machining/tree/v1.3</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="n">doi</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="a">10.5281/zenodo.3455845</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.5281/zenodo.3706729</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">software</subfield> </datafield> </record>
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