Anmelden

Open Access

  • Startseite
  • Suchen
  • Browsen
  • Veröffentlichen
  • Hilfe
  • Schriftenreihen ohne Nummerierung

Forschungsdatensätze der BAM

Filtern

Autor*in

  • Kern, Simon (2)
  • Maiwald, Michael (2)
  • Wander, Lukas (2)
  • Bornemann-Pfeiffer, Martin (1)
  • Engell, S. (1)
  • Fleischer, C. (1)
  • Gottu Mukkula, A. R. (1)
  • Guhl, Svetlana (1)
  • Holtkamp, M. (1)
  • King, R. (1)
+ weitere

Erscheinungsjahr

  • 2020 (1)
  • 2018 (1)

Dokumenttyp

  • Forschungsdatensatz (2)

Sprache

  • Englisch (2)

Referierte Publikation

  • nein (2)

Schlagworte

  • Artificial Neural Networks (1)
  • Automation (1)
  • CONSENS (1)
  • Continuous Manufacturing (1)
  • Multivariate Data Analysis (1)
  • NMR Spectroscopy (1)
  • Near Infrared Spectroscopy (1)
  • Nuclear Magnetic Resonance (1)
  • Online NMR Spectroscopy (1)
  • Process Analytical Technology (1)
+ weitere

Organisationseinheit der BAM

  • 1 Analytische Chemie; Referenzmaterialien (2) (entfernen)

2 Treffer

  • 1 bis 2
  • CSV
  • RIS
  • 10
  • 20
  • 50
  • 100

Sortieren nach

  • Jahr
  • Jahr
  • Titel
  • Titel
  • Autor*in
  • Autor*in
Training Data of Quantitative Online NMR Spectroscopy for Artificial Neural Networks (2020)
Kern, Simon ; Liehr, Sascha ; Wander, Lukas ; Bornemann-Pfeiffer, Martin ; Müller, S. ; Maiwald, Michael ; Kowarik, Stefan
Data set of low-field NMR spectra of continuous synthesis of nitro-4’-methyldiphenylamine (MNDPA). 1H spectra (43 MHz) were recorded as single scans. Two different approaches for the generation of artificial neural networks training data for the prediction of reactant concentrations were used: (i) Training data based on combinations of measured pure component spectra and (ii) Training data based on a spectral model. Synthetic low-field NMR spectra First 4 columns in MAT-files represent component areas of each reactant within the synthetic mixture spectrum. Xi (“pure component spectra dataset”) Xii (“spectral model dataset”) Experimental low-field NMR spectra from MNDPA-Synthesis This data set represents low-field NMR-spectra recorded during continuous synthesis of nitro-4’-methyldiphenylamine (MNDPA). Reference values from high-field NMR results are included.
Raw Data of Pilot Plant Runs for CONSENS Project (Case Study 1) (2018)
Kern, Simon ; Wander, Lukas ; Meyer, Klas ; Guhl, Svetlana ; Gottu Mukkula, A. R. ; Holtkamp, M. ; Salge, M. ; Fleischer, C. ; Weber, N. ; Engell, S. ; Paul, Andrea ; King, R. ; Maiwald, Michael
In case study one of the CONSENS project, two aromatic substances were coupled by a lithiation reaction, which is a prominent example in pharmaceutical industry. The two aromatic reactants (Aniline and o-FNB) were mixed with Lithium-base (LiHMDS) in a continuous modular plant to produce the desired product (Li-NDPA) and a salt (LiF). The salt precipitates which leads to the formation of particles. The feed streams were subject to variation to drive the plant to its optimum. The uploaded data comprises the results from four days during continuous plant operation time. Each day is denoted from day 1-4 and represents the dates 2017-09-26, 2017-09-28, 2017-10-10, 2017-10-17. In the following the contents of the files are explained.
  • 1 bis 2

OPUS4 Logo

  • Kontakt
  • Impressum
  • Sitelinks