Current research in the area of DDCM can be listed as follows:

  • Data pre-processing
  • Data-driven modeling and system identification
  • Data-driven controller performance monitoring and assessment
  • Data-driven controller design
  • Stability and robustness issues for data-driven methods
  • Architectures and structures for data-driven control
  • Data-driven plant-wide optimization
  • Data-driven reliability
  • Data-driven fault diagnosis, fault predictability analysis and prognosis
  • Data-driven fault accommodation
  • Data driven applications for complex processes especially in industrial electronics

The major tasks of the technical committee are to promote researches and to monitor trends in this area, and also provide a platform for “data-driven” people over the world to collaborate researches together.