AI Factory for Mobile Machinery in Mines

Purpose and goal

The objective of ‘AI Factory for Mobile Machinery in Mines (AIF/M)’ is to enable a Digital Twin through development and provision of an integrated platform and toolkit for fact-based decision-making in mining asset management of mobile machines, empowered by AI and digital technologies. AIF/M will have a special focus on aspects of: a) data and models sharing ; b) information-driven analytics aimed for asset management; c) cybersecurity; d) new innovative business models; e) AI-solution based on distributed computing.

Expected effects and result

AIF/M will deliver the following artefacts: * A need-map for asset management of mining machines * A technology platform for decision support in the production phase This platform is based on AI and digital technology to support asset management * A demonstrator based on Digital Twin This integrated demonstrator is used for verification of developed and integrated components based * A roadmap for digitalisation and AI in the production phase This can be used by the project´s internal stakeholders and external stakeholders for the implementation

Planned approach and implementation

AIF/M’s will be executed in four phases: * Phase I, identify, map, and describe mining asset management with a focus on fleet management needs of data and information for fact-based decision-making * Phase II, develop and establish a common distributed cloud/fog/edge-based platform for the development, verification, integration, and demonstration of developed AI algorithms * Phase III, integrate identified internal and external data sources into the project´s cloud/fog/edge environment * Phase IV, develop & implement AI algorithms in the project´s cloud/fog/edge environment

External links

AI Factory on LinkedIn