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@PHDTHESIS{Breuer:1015563,
      author       = {Breuer, Ben},
      othercontributors = {Clausen, Elisabeth and Goldmann, Daniel},
      title        = {{D}etektierbarkeit von {W}ertträgern in geringen
                      {K}onzentrationen in polymetallischen {E}rzen im {H}inblick
                      auf eine sensorgestützte {S}ortierung am {B}eispiel eines
                      {K}assiteriterzes einer {S}karnerzlagerstätte},
      school       = {Rheinisch-Westfälische Technische Hochschule Aachen},
      type         = {Dissertation},
      address      = {Aachen},
      publisher    = {RWTH Aachen University},
      reportid     = {RWTH-2025-06443},
      pages        = {1 Online-Ressource : Illustrationen},
      year         = {2025},
      note         = {Veröffentlicht auf dem Publikationsserver der RWTH Aachen
                      University; Dissertation, Rheinisch-Westfälische Technische
                      Hochschule Aachen, 2025},
      abstract     = {In this research work, the detectability of value carriers
                      in low concentrations in polymetallic ores is investigated
                      with regard to sensor-based sorting (SBS) using the example
                      of a cassiterite ore from a skarn ore deposit. In this
                      polymetallic deposit, the value carrier tin is strongly
                      intergrown with iron-bearing minerals, among other metals.
                      The deposit has already been intensively explored, but never
                      commercially exploited. Sensor-based sorting could help to
                      compensate for the geological disadvantages that have so far
                      hindered the exploitation of this and similar deposits. Tin
                      is one important economic factor for digitalisation, due to
                      its use as a solder in the electrical industry. The EU is
                      almost entirely dependent on tin imports. The two largest
                      production areas in the world are in Asia and South America.
                      Given the sometimes faltering global trade and a
                      reassessment of supply security through global supply
                      chains, domestic deposits are becoming more attractive. The
                      technical applicability of SBS was tested on a German skarn
                      deposit, where existing exploration made it possible to
                      obtain samples in sufficient quantity by taking several
                      samples in different parts of the deposit. The objective of
                      the SBS was find a reasonable balance between reduce the
                      mass of the ore for subsequent beneficiation processes and
                      keeping as much value as possible. A comprehensive
                      geological investigation within the research project,
                      especially about the association of valuable mineral
                      Cassiterite and minerals of the host rock, formed the basis
                      to identify suitable sensor types for the present case (NIR
                      and XRT). In practical tests the effectiveness of the
                      potential sensor types could be analysed and compared. The
                      applicability of the prioritized sensor type XRT was
                      demonstrated by means of a sequential, multi-stage,
                      experimental setup. The final stage involved the realisation
                      of SBS in industrial scale, highlighting potential
                      optimization approaches. The most significant approach was
                      the utilisation of magnetic separation as rougher step and
                      the use of SBS as scavenger in the magnetic separation
                      tailings fraction. In order to investigate specific
                      individual parameters in detail, synthetic test specimens
                      with defined but realistic metal contents of iron, tin and
                      tungsten were manufactured. Based on the known metal
                      contents as well as the matrix composition, a reference
                      value for the attenuation of the X-ray transmission of the
                      test specimens could be established in order to enable the
                      comparability of different electronic data processing (EDP)
                      methods. The results of the different EDP procedures were
                      evaluated for strengths and weaknesses in order to work out
                      optimization approaches for future procedures. Both - the
                      variations of the results of the same specimen in multiple
                      exposures and variations of the results between different
                      specimen of as similar composition as possible - were
                      investigated. Furthermore, the entire width of the
                      composition was examined for a systematics of the
                      fluctuations. Another approach to the investigation of the
                      value fluctuations was the metal content of the test
                      specimens and to what extent the different metal components
                      influence the value fluctuation. No systematic pattern was
                      identified in the fluctuations and thus no correction factor
                      could be developed.},
      cin          = {513310 / 510000 / 513220 / 512320},
      ddc          = {620},
      cid          = {$I:(DE-82)513310_20180515$ / $I:(DE-82)510000_20140620$ /
                      $I:(DE-82)513220_20170101$ / $I:(DE-82)512320_20140620$},
      pnm          = {BMBF 033R128 - AFK - Aufbereitung feinkörniger,
                      polymetallischer Zinn-, Wolfram- und Indium-Komplexerze
                      (033R128)},
      pid          = {G:(BMBF)033R128},
      typ          = {PUB:(DE-HGF)11},
      doi          = {10.18154/RWTH-2025-06443},
      url          = {https://publications.rwth-aachen.de/record/1015563},
}