AI4DI connects factories, processes, and devices within digitised industry by utilizing ML and AI for human machine collaboration, change detection, and detection of abnormalities. Hence, we gain knowledge by using existing data and arrange them into a processable representation or collect new data. We use this knowledge to change the semantics and the logical layer with a distributed system intelligence for e.g. quality control, production optimization. In AI4DI, we define a 7-key-target-approach to evaluate the relevance of AI methods within digitised industry. Each key target represents a field of activity and the corresponding target at the same time, dividing systems into heterogenous and homogenous systems, and evolving a common AI method understanding for these systems as well as for human machine collaboration. Furthermore, we investigate, develop and apply AI tools for change detection and distributed system intelligence, and develop hardware and software modules as internet of things (IoT) devices for sensing, actuating, and connectivity processing. The Finnish partners VTT (RES), Vaisto (SME) and Murata (IND) are developing solutions for optimising urban area public transport according needs. VTT develops improved AI based bus operation management for supporting future automated MaaS transportation. Vaisto focus in software development for optimising harvester fleet and Murata provides sensor devices for vehicles. In addition, VTT and Murata are developing machine vision system for industrial wafer defect quality checking for their production line.

2019

2022