Faster calibration, with less data

Secondmind for Calibration helps calibration engineers design high-value control strategies and optimize the performance of complex systems to produce high-precision calibration maps in less time using fewer costly prototypes.

  • Reduce manual calibration overhead with easily customizable intelligent, automated DoE and accurate modelling.
  • Automated control parameter optimization by considering user-configurable  constraints.

Key features

  • Flexible modeling for noisy systems, such as ICE, and low noise systems, such as e-motor.
  • Modeling of datasets of any scale or complexity, including multimodal data.
  • Multi-fidelity modeling for combined virtual-physical calibration.
  • Optimization of critical parameters considering unlimited user-defined constraints.
  • Intelligent temperature control for e-motor calibration.
  • Data collection recommendations for slow-response and partially-controllable variables.
  • Output confidence indicator to manage risk.
  • Calibration profile smoothing.
  • Intuitive user interface, with explainable, transparent results and coverage indicators of experiments.
  • Downloadable models for additional analysis and visualization.

Impact

80%
less data needed to create high-precision models that learn
50%
less time to achieve calibration profile optimum
40%
fewer costly prototypes needed for design and development

Secondmind’s unique Active Learning technology will enable us to automate the engine calibration process and we expect to more than double efficiency in this area

Eiji Nakai
Executive officer Powertrain Development and Integrated Control System Development at Mazda
Learn more

Applications

Secondmind for Calibration supports a wide range of system calibration applications, including:

  • E-motor and inverter
  • Gasoline engine
  • Diesel engine
  • Fuel cell
  • Battery management system
  • ADAS
  • Steering
  • Drivability
  • Chassis

Discover

E-motor and Inverter calibration

Reducing calibration time with intelligent temperature control.

Engine calibration

Producing high-precision calibration maps in half the time.

Learn more

Cloud-based ML: the catalyst transforming automotive product development

Insights
Features

Mazda deploys Secondmind ML technology

Insights
In the media

Can machine learning clean up the last days of ICE?

Insights
In the media