Data Mining

Our range of services

Increasing digitalization - from design to production - generates a large amount of data which is logged for reasons of proof, traceability or quality assurance. Even before a product is used, a large amount of data is generated that originates from different domains along the process chain.

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The Data Mining holds together data from the respective application context. Prior to the acquisition, an application-related identification of relevant meta-data is carried out to ensure contextual integrity. As a result, classical algorithms or AI methods can be used for the analysis. High-performance computer systems and fast data storage are available as infrastructure for complex questions. The preparation and visualization of the results are carried out with state-of-the-art exploration tools such as multidimensional graphics libraries, interactive projection systems and data glasses.

We provide a deep insight into the digital data stock.

Data aggregation

  • Identification and evaluation of data sources with regard to information content and context
  • Connection of relevant data sources to the data storage including required meta-data via IoT- or edge-based interfaces
  • Provision of storage space for the recording of data over a relevant period of time

Analysis and visualization

  • Development of questions for the analysis of data sets from design and production environments
  • Derivation of parameterized analysis modules for the extraction of information using analysis pipelines
  • Visualization of analysis results in a multidimensional context using Augmented Reality (AR) and Virtual Reality (VR) technologies

Exploration of data sets

  • Analysis processes for the explorative investigation of large amounts of data
  • Infrastructure for the use of AI algorithms to uncover new effect relationships
  • Visual exploration of data sets through the use of visualization algorithms


Laser technology can solve demanding tasks in many different industries. Whether as a tool in automotive production, as measuring equipment in the environmental sector, as a diagnostic or therapeutic instrument in medical technology or as a communication medium in space technology, the laser provides multiple uses with high productivity and high efficiency.

Read up about the innovations of the Fraunhofer ILT in a few selected industries and convince yourself!


Research with us!

Please do not hesitate to contact us if you have any questions about general topics! Our contact persons are happy to get in touch with you.

Data Mining

Our contributions in this range of services for the targeted aggregation of data and context-based as well as explorative analyses of large amounts of data with regard to knowledge gain and process improvement.


  • Perform AI analysis on GPU clusters for data mining across multidimensional categories and domains.
  • Data aggregation of streaming sources and data objects with meta information
  • Contctual data analysis based on freely configurable analysis pipelines
  • Recording and evaluation of machine parameters during laser material processing
  • Infrastructure with high-performance storage systems for the transmission of large amounts of data
  • Recording, synchronization and analysis of process and machine data during laser material processing
  • Data center with virtualized server structure and failover

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