Smart Simulation

Our Services

Today, the simulation of product characteristics is an integral part of reducing the risk in the product development. Of particular interest is often the analysis of thermal or mechanical load cases with regard to the functional capability of components and products. The coupling of several physical domains is mostly necessary to evaluate the overall behavior of technical systems. For example, laser beam sources are simulated thermally, optically, mechanically and electrically, while in laser material processing properties such as absorption, gas flow, temperature and melt flow are simulated to describe the process.

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The technology focus digitalization offers modular simulation solutions in the field of laser technology, solutions that assemble functional components individually for the respective task and enable a coupled solution. The focus is on the reduction of models to the specific application case, which allow the use in the field of fog computing as a link between machine and production environment. Further reduction steps lead to tailored solutions that allow the models to be integrated into manufacturing systems as edge devices with the aim of self-optimization.

We make it possible to seamlessly integrate predictors based on a digital simulation.

Integrated simulation

  • Coupled simulation for laser sources and optical systems with consideration of thermal, optical, mechanical and electrical effects
  • Integrated simulation for laser material processing via thermo-optics, absorption, heat conduction, gas flow and melt flow

Reduced models

  • Development of algorithms for targeted system analysis using optimization methods
  • Derivation of fast-calculating models for integration into small computing units and manufacturing systems
  • Generation of individual calculation models for real-time applications

Branches

Laser technology contributes to the digitisation in various industries. Whether as a material processing tool in automotive manufacturing, as a measuring device in the environmental sector, as a diagnostic or therapeutic instrument in medical technology or as a communication medium in space technology, the laser offers multiple application possibilities with high productivity and high efficiency.

You will find further information and a selection of our products and services on the industry websites.

Smart Simulation

Our contributions in this range of services for the smart use of simulation solutions in decision making or validation analysis in the production environment.

Contribution

  • Customer simulation tools based on reduced models for simulation-based decision making using mobile devices
  • Simulation as a Service" (SimWeb) - web interface for customer-specific simulation of problems on remote compute resources
  • Reduced models for numerical calculation of non-linear dynamic problems
  • Simulative determination of dimensional accuracy and warpage for LPBF
  • Calculation of cooling and solidification conditions in the LPBF process
  • Implementation of algorithms from linearized models into machine hardware
  • Simulation algorithms for the integrated analysis of optical, electrical and thermal effects of semiconductor-based laser sources
  • Software for simulation and adaptation of optical beam shaping
  • Modules for the simulation and control of thermo-optical effects
  • Reduced models for numerical calculation of non-linear dynamic problems
  • Applications for simulation of gas flows with high flow rates in process chambers or high pressures in the nozzle/workpiece area
  • Modular system for AI-based prediction of process states
  • Algorithms for KI/ML-based analysis of sensor signals from the manufacturing environment
  • Use of AI to solve differential equations
  • Application of KI/ML based analyses to process data
  • Transfer of reduced models to real-time systems

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