Automated uav-based plot grid creation with AI/ML integration
A revolutionary system leveraging AI/ML and UAV technology to automate plot grid creation in agricultural trials. Utilizing RTK-equipped drones, it enhances precision, reduces manual labor, and improves data reliability compared to traditional methods.
Overview
This innovative solution integrates advanced AI/ML algorithms with UAV technology to automate the creation of plot grids in agricultural trials. By using drones equipped with RTK modules, this system offers significant improvements in accuracy and efficiency over traditional manual GPS methods. The AI/ML algorithms generate precise waypoint grid markings from DSM data collected by the drones, ensuring accurate plot identification and marking. This automation reduces manual labor and errors, streamlining workflows and enhancing the overall efficiency of field trials.
Technical specifications
- UAV Technology: Utilizes DJI Mavic 3 Enterprise RTK and AGRAS T50 drones equipped with RTK modules for centimeter-level accuracy.
- AI/ML Algorithms: Developed to analyze DSM data and generate precise grid patterns based on plant specifics, enabling automated plot identification and marking.
- Automated Process: Facilitates efficient data collection and processing, reducing setup time and human error compared to traditional GPS methods.
- System Architecture: Integrates UAVs with RTK modules and AI/ML algorithms to enhance agricultural research insights.
Technology readiness level
The technology is currently at TRL 4, having been validated in lab conditions. Controlled simulations and field tests have been conducted to assess the accuracy and efficiency of the AI/ML algorithms and UAV system. Further development and validation are planned to enhance robustness and reliability for field deployment.
About Andrews University
Andrews University is a private, faith-based doctoral/professional university in Berrien Springs, Michigan, offering a comprehensive mix of undergraduate and graduate programs. Industry engagement is anchored by a Center for Innovation & Entrepreneurship that operates maker/prototyping spaces and an Industry Lab delivering capstone collaborations and fee‑for‑service work. Additional assets include an on‑campus airpark with flight and maintenance facilities and an agriculture education center for hands‑on learning. Research and commercialization are supported by competitive external funding, including NSF awards, a defined research compliance program, and an Office of Innovation & Entrepreneurship that administers IP policy and licensing.
Inquire about this partnering listing
Industry applications
delivered to your inbox.