There is a newer version of this record available.

Dataset Open Access

Sensor data set radial forging at AFRC testbed

John Dawkins


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <controlfield tag="005">20191101071206.0</controlfield>
  <datafield tag="500" ind1=" " ind2=" ">
    <subfield code="a">forming, forge, sensors,</subfield>
  </datafield>
  <controlfield tag="001">2573861</controlfield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">279059838</subfield>
    <subfield code="z">md5:bd6ce432aefe964a82989100f2661966</subfield>
    <subfield code="u">https://zenodo.org/record/2573861/files/STRATH radial forge dataset.zip</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2019-02-20</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">user-met4fof</subfield>
    <subfield code="o">oai:zenodo.org:2573861</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">NPL</subfield>
    <subfield code="a">John Dawkins</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Sensor data set radial forging at AFRC testbed</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-met4fof</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">http://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</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">&lt;p&gt;&lt;strong&gt;Sensor data set, radial forging at AFRC testbed&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;General information on the data set&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Radial forging is widely used in industry to manufacture components for a broad range of sectors including automotive, medical, aerospace, rail and industrial. The Advanced Forming Research Centre (AFRC) at the University of Strathclyde, Glasgow, houses a GFM SKK10/R radial forge that has been used as a testbed for this project. Using two pairs of hammers operating at 1200 strokes/min, and providing a maximum forging force per hammer of 150 tons, the radial forge is capable of processing a range of metals, including steel, titanium and inconel. Both hollow and solid material can be formed with the added benefit of creating internal features on hollow parts using a mandrel. Parts can be formed at a range of temperatures from ambient temperature to 1200 &amp;deg;C.&lt;/p&gt;

&lt;p&gt;For the provided data set, a total of 80 parts were forged over one day of operation. A machine failure occurred during the forging of part number 70, and this part was re-run once the malfunction had been fixed. Each forged part was then measured using a CMM to provide dimensional output relative to a target specification and tolerances. The CMM records 16 dimensional measurements.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Structure of the data&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;The sensor readings for the forging of the parts are provided in 80 csv files, named &amp;ldquo;Scope0001.csv&amp;rdquo; to &amp;ldquo;Scope0080.csv&amp;rdquo;. Each file contains the readings (columns) against time (rows). The first column displays the clock times (in milliseconds).&lt;/li&gt;
	&lt;li&gt;A commentary on the sensors is provided in the file &amp;ldquo;ScopeDataWithHeadings_v1.xlsx&amp;rdquo; &lt;strong&gt;(NOTE: Some columns do not have sensor descriptions as this information is not available).&lt;/strong&gt;&lt;/li&gt;
	&lt;li&gt;The CMM data is provided in the file &amp;ldquo;CMMData.xlsx&amp;rdquo;.&lt;/li&gt;
&lt;/ul&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.2573860</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.2573861</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
  </datafield>
</record>
214
38
views
downloads
All versions This version
Views 214160
Downloads 3829
Data volume 10.6 GB8.1 GB
Unique views 161126
Unique downloads 2617

Share

Cite as