VRAIN applies artificial intelligence to manufacturing and industrial processes, with research covering intelligent multi-agent systems, digital twins, and IoT integration for smart manufacturing environments.
Work in this sector includes intelligent platforms SPADE and Magentix2 for coordinating distributed systems and resources, digital twin technologies for real-time monitoring and optimisation of industrial processes, and integration frameworks connecting IoT devices with business process management systems. These approaches support greater flexibility and efficiency in production by combining AI with cyber-physical systems and autonomous computing.
Applications span conceptual business process modelling, automated planning for resource allocation, intelligent fleet management, and real-time decision support, with tools including SimFleet, GREAT Process Modeller, MOSKitt4ME, and MATE.
Related Technological Offer
Software & Patents
- Integration & Interaction — SPADE and Magentix2 multi-agent platforms.
- Planning — SimFleet for fleet simulation, GREAT Process Modeller.
- Reasoning — MOSKitt4ME model-driven engineering, MATE automation.
Services
- Integration & Interaction — Intelligent agents and multi-agent systems for manufacturing.
- Planning — Business process design and optimisation, process modelling and evaluation.
- Reasoning — Digital twins, industrial IoT integration, optimisation and prescriptive analytics, recommendation systems, real-time optimisation and autonomous computing.
Related Research Areas
- Intelligent Agents and Human-Centered AI — Multi-agent manufacturing systems, human-in-the-loop automation.
- Planning and Reasoning — Automated planning for production scheduling and resource allocation.
- Software Production Methods — Model-driven development for industrial systems, business process engineering.
- Machine Learning and Deep Learning — Predictive maintenance, quality control through computer vision.