Determination of efficiency indicators of the stand for intelligent
  control of manual operations in industrial production
Anton Sergeev Victor Minchenkov Aleksei Soldatov
Systems of intelligent control of manual operations in industrial production
are being implemented in many industries nowadays. Such systems use
high-resolution cameras and computer vision algorithms to automatically track
the operator's manipulations and prevent technological errors in the assembly
process. At the same time compliance with safety regulations in the workspace
is monitored. As a result, the defect rate of manufactured products and the
number of accidents during the manual assembly of any device are decreased.
Before implementing an intelligent control system into a real production it is
necessary to calculate its efficiency. In order to do it experiments on the
stand for manual operations control systems were carried out. This paper
proposes the methodology for calculating the efficiency indicators. This
mathematical approach is based on the IoU calculation of real- and
predicted-time intervals between assembly stages. The results show high
precision in tracking the validity of manual assembly and do not depend on the
duration of the assembly process.