Industries

Where we work

Demanding, safety-relevant systems where models, data and control must work together.

Automotive

Electrified and conventional powertrains, from cell to vehicle.

  • Battery management: state estimation, degradation, charging strategies, safety monitoring
  • Powertrain and thermal management control
  • On-board diagnostics and health monitoring
  • Fleet-data analytics and model recalibration

Aerospace & Defence

Control, navigation and perception for aircraft and unmanned systems.

  • Flight and actuation control
  • Navigation, sensor fusion and localization
  • Machine learning for perception and signal processing
  • Health monitoring of aircraft systems

Energy & Industrial

Better performance and longer life for energy and industrial assets.

  • Process industry and oil & gas: instrumentation, measurement chains and data quality
  • Process optimization and advanced process control
  • Stationary energy storage
  • HVAC, compressors and rotating machinery
  • Predictive maintenance

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