ILLIANCE W1.3 — Manufacturing analytics and AI

Applied R&D for heat-pump manufacturing, including the development and integration of data, machine-learning, diagnosis and demonstration components.

Scope

AIDI work included coordination and development activities around automated data analysis, process-factor modelling, computer vision, fault diagnosis, data storage and processing, forecasting and application integration.

Example outcomes

• IoT platform for data collection and management;
• operational visualisation and control interface;
• automated exploratory analysis of industrial data;
• process-factor and environmental-variable modelling;
• computer-vision prototypes for industrial tasks;
• integrated diagnosis and root-cause analysis supervisor;
• spare-parts forecasting platform;
• process analysis and reconstruction tools.

Agenda period: 2022–2026.