The solution Bosch Digital Twin – IAPM, Integrated Asset Performance Management, drives reliability and sustainability in the Manufacturing, Energy and Industrial Infrastructure domains by making machines speak. It enables to predict the problems on industrial machines before they arrive, based on symptoms.

Key Business Outcomes driven by the solution:

Reduce Downtime or improve uptime of the machines
Simple spare part management through predictable RUL (Remaining Useful Life)
Energy Optimization with diagnostics & prognostics of asset efficiency
Reduced machine failures & Asset Life Extension
Build fundamental elements of Industrial Metaverse through HoloLens 2(IE)
Semiautonomous monitoring and management with Power Platform & D365 packages

Now, machines are empowered to speak to their caretakers through MS Teams. Digital Twin – IAPM makes all of this possible.

This enables manufacturers to adopt the practices of Reliability Centered Maintenance (RCM) and Total Productive Maintenance (TPM).

Key Features:

Hybrid modeling approach with physics-based modeling, first principles, and AI
A cyber physical system built based on natural intelligence with connect, collect, consume, and cognition layers
Powered with Multiphysics simulations, reduced order models, and virtual sensors
Synthetic data generation with simulations and GANs
Prediction of Remaining Useful Life of critical subsystems within the machine
Predictable thermal, metallurgical, and chemical problems
Interoperable and open ecosystem
Seamless scalability with template-based approach
Hybrid edge-to-cloud architecture capabilities
Built-in communication protocols and connectors
Remote monitoring and immersive visualizations with mixed-reality
Maintenance training and remote maintenance with immersive experiences
Autonomous workflows and virtual agents with chatbots

Bringing multiple stakeholders – maintenance, operations and C-suite executives - onto a common platform to create a single source of truth

Key KPIs Impacted

Reduced maintenance costs
Improved asset availability or reduced downtime
Reduced time to maintenance
Improved OEE
Reduced MTTR & MTBF
Predictable RUL
Investment deferrals
Optimized Total Cost of Ownership
Improved business margins

Bosch DigitalTwin IAPMBosch Digital Twin IAPM

Bosch DigitalTwin IAPM

Bosch Digital Twin IAPM

Bosch DigitalTwin IAPM

Bosch Digital Twin IAPM

Bosch DigitalTwin IAPM
Bosch Digital Twin IAPM