Auto Digital Twins: facilitating the implementation of digital twins in industry
Innovation that improves productivity in many sectors
- Project file code: AEI-010500-2022b-47
- Project funding agencies: Ministry of Industry, Trade, and Tourism of the Government of Spain, AEI Cluster, Next Generation Program of the European Union, and Recovery, Transformation, and Resilience Plan
Initiative financed by the Ministry of Industry, Trade, and Tourism within the program of support to the AEI to contribute to the improvement of the competitiveness of the Spanish industry, and with the support of the European Union through the Recovery, Transformation and Resilience Plan
Thus, the aim of the project's three phases is to facilitate the labeling of 3D elements (so far of the high cost) that are part of industrial infrastructures.
Phase 1: Point Cloud to 3D automation. The Spot robot will be used with the Leica sensor to scan an industrial facility, and a point cloud will be obtained. Artificial intelligence algorithms will be implemented on point clouds to recognize complex objects, and once identified, a 3D model will be accepted.
Phase 2: synthetic data generator. Given the lack of data to recognize objects, a synthetic generator capable of creating massively labeled virtual scenarios will be developed, and artificial intelligence models will be trained with them.
Phase 3: advanced capabilities. In this phase, the aim is for the system to be able to recognize the materials of objects (PVC, aluminum, steel, iron, and rubber) from texture detection, as well as their behavior (for example, the direction and speed of movement of a conveyor belt roller).
Evergine, Plain Concepts' 3D industrial graphics engine for professional projects, will be very useful in driving this project. Evergine stands out for this project for its animation system that links the object, skeleton, and morphing animations of 3D elements; it's photometric lighting; the visualization of 3D particles to improve the visual effects of applications; or the simulation of movements such as collisions.