Industrial Automation / VISION & INDUSTRIAL SORTING

Dates Sorting Machine

Development of an automated date-fruit sorting machine, integrating AI-based visual classification, mechanical handling, PLC-based automation and industrial electrical controls.

Artificial IntelligenceMechanical SystemsElectronic Systems
Complete dates sorting machine

01 / OVERVIEW & CHALLENGE

Turning visual inspection into automated sorting.

Date fruits vary naturally in appearance, size and shape, creating challenges for automated inspection and grading.

Connect computer-vision classification to mechanical sorting through PLC-based control, industrial sensors, actuators and coordinated sorting sequences.

02 / INOVTECH’S CONTRIBUTION

Machine vision, PLC automation and electrical engineering.

  • Mechanical machine-layout development and handling-system integration.
  • AI vision-system integration with classification and grading logic.
  • PLC-based machine control and automated sorting-sequence development.
  • Industrial electrical-panel engineering, wiring and integration of industrial components, sensors and actuators.
  • Prototype integration and on-site field testing.

03 / ENGINEERING HIGHLIGHTS & OUTCOME

From visual classification to physical sorting.

Vision-based classification

An AI vision model classifies fruit characteristics and provides inputs to the PLC-based sorting sequence.

Industrial electrical and PLC integration

Electrical panels, wiring, industrial sensors and actuators connect PLC-based machine control to the mechanical sorting process.

Engineering outcome

A functional AI-driven inspection and sorting machine integrating mechanical handling, industrial electrical controls and PLC-based automation for on-site field testing.

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