AI & Robotics Algorithms

A test stand with dimensions of 30000x8000 mm, with a centrally mounted, hydraulically lifted platform. The stand is used both in accredited tests based on standardised methods or in-house procedures and in non-accredited activities, including research and development work related to the design and testing of autonomous machinery. The stand is used, among other things, for measuring technical parameters, weights, pressure forces, and stability of machinery and equipment.

As part of PHÉNOME, the French plant phenotyping network, PhénoField® integrates expertise across agronomy, plant physiology, robotics, and bioinformatics. With over 350 plant varieties studied annually, the platform can simulate 17 distinct climates and is equipped with cutting-edge technology: 2 lidars for 3D laser analysis, 6 continuous cameras, 4 spectroradiometers for leaf light reflection measurements, and 36 soil moisture probes across 100 data points.

The experimental farm spans 145 hectares, featuring a variety of soil types ranging from 30 to 90 cm in depth, including moderately deep clay loam and shallow clay-limestone soils. With certifications in Organic Agriculture and High Environmental Value (HVE), the farm dedicates areas to various types of trials: 2 ha for environmental testing, 4.75 ha for organic fields, 5.32 ha for autonomous organic trials, and 7.08 ha for innovative organic trials.

Bridge sprinkler with a working width of 250 m equipped with a VRI system, e.g., a system of variable irrigation doses. Independent control of each of the 63 sprinklers. The sprinkler can irrigate an area of ​​up to 20 hectares at once. The water dose is controlled manually, but it is possible to retrofit it with an automatic system based on, e.g., satellite data or a weather station system.

72 ha of fields with various soil grades: III (25 ha), IV (37 ha), V (8 ha), and VI (2 ha). The fields can be used as a place for preparation for the test environment and in case of execution of physical testing, including establishing a particular plantation; tests on permanent green areas/ground paved with paving stones/sloped area/flat area; sowing with GPS; and collection of additional data from the drone—RGB, NDVI, thermo, crop photos, weather, etc.

This infrastructure is supported by multi-layered connectivity, ranging from low-power networks to 5G, and an advanced data platform. At the core of its capabilities is a supercomputer with 192 cores and 12TB of memory, enabling massive data processing. The infrastructure also features a parallel computing cluster with 960 cores and an NVIDIA DGX2 server, offering 2 petaFLOPS of performance and 512 GB of GPU memory, ideal for handling complex AI models and large datasets.

The Animal Production Laboratory focuses on the use of NIRS for nondestructive testing of feed, meats, oils, and other agricultural products. It is involved in national and international research projects aimed at enhancing food integrity and traceability. NIRS enables rapid, efficient analysis, critical for ensuring product quality and safety throughout the food chain.

The irrigation facility located at the "Rabanales Experimental Farm" boasts unique features that make it especially suitable for testing or validating various agri-food products or services. It stands out in Europe for incorporating vision and artificial intelligence into its system for variable irrigation and input distribution. The field's irrigation installations or equipment comprise a pivot and a linear, forward-moving system.

GRADIANT's 5G lab is an experimental hub for innovating and validating new technologies. It boasts a full-fledged cellular network, including Core Network, Radio Access protocols, and Edge computing. Through end-to-end virtualisation, it leverages general-purpose hardware and open-source software libraries to deploy various network and radio functions. Equipped with computing resources, SDR platforms, and high-bandwidth signal transmission elements, it serves as a versatile 5G base station and terminal.

The Gradiant test field spans over 20 hectares and is dedicated to conducting operational tests with autonomous vehicles (UAVs, UGVs, etc.). Due to the extensive terrain available, the test field combines forest areas, fields, ponds, and even interactions with local flora and fauna. This multidisciplinary environment makes it ideal for addressing tests across multiple agricultural sectors. The area has acceptable connectivity through 4G, although Gradiant can provide its own 4G/5G station to enhance connectivity.