Smarter harvesting processes through advanced detection
The use of smart technology can help improve the efficiency and sustainability of harvesting. Oxbo tested a prototype harvesting machine equipped with detection technology and artificial intelligence to optimize harvest quality. This study focuses on reducing dependence on human operators and enhancing automated monitoring in the harvesting process.
Innovation package, use case, and type of trial
Open Field Cultivation
Handsfree autonoom oogsten vollegrondsgroente
Status: evaluation report
Technical functionality
Broad research question
How can detection technology improve harvest quality?
A more efficient harvest requires precise monitoring and automated adjustments. This project investigates how sensors and AI models can help reduce harvest losses and optimize machine performance while maintaining crop quality.
Approach
Testing detection technology in practice
A prototype harvesting machine was equipped with advanced detection equipment and tested under various conditions. The system monitored harvest quality and investigated the impact of different machine settings. Experts reviewed the results and evaluated the potential for automatic adjustments.
Goal
Validation of technology for precision harvesting
The goal of this test was to determine how detection technology can be used to measure and improve harvest quality. This helps reduce harvest losses, increase precision in crop handling, and optimize the performance of harvesting machines.
Results and reflection
Valuable insights into harvest quality and areas for improvement
The technology provided valuable insights into crop processing and the influence of machine settings.
Successes:
Sensors collected detailed data on the processed product.
The AI model detected vegetables with high accuracy.
Two of the eight tested machine settings had a measurable effect on processing.
Lessons learned:
Detection of contaminants in the crop was less effective and requires further refinement.
Additional tests are needed to make the technology more broadly applicable under varying conditions.