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Use Cases Section

Predictive Maintenance Use Case

Predictive Maintenance

Scope
  • Real-time analytics and Machine Models
  • Fragmented Stack of Protocols
  • Tag Management
  • Notifications and Messaging

Remote Condition Monitoring

Scope
  • Streaming Analytics - Connected assets
  • Send notifications and updates to service engineers and manufacturers
  • Enhanced Security
Connected Machines (in the field)

Connected Machines

Scope
  • Collect and compute data in the field
  • Reduce bandwidth
  • Deadband handling (loss of connectivity)
  • Anomaly Detection with Notifications
Rnd Evaluation of AI framework

AI Framework Evaluation

Scope
  • Apply multiple AI-algorithms for real-time use-cases
  • Sandbox, testing, and comparison of AI-functions
  • Self Service requirements
  • Organizations constraints due to many stakeholders within the project.
On-Premise IoT

On-Premise IoT

Scope
  • IoT behind factory firewalls
  • Docker deployments requirements
  • Advanced Machine Models
Process Control Loops

Process Control Loops

Scope
  • Cost reduction when using Cloud services for Industrial use-cases
  • Cloud Service Independence

Image recognition AI

Scope
  • Real-time image analysis
  • Collect data and update AI
  • 3rd party¬†Real-time Integration
Real-time integrations and offloading legacy ERP systems

Real-time integrations and offloading legacy ERP systems

Scope
  • Off-loading legacy systems
  • Integration to 3rd party systems (legacy)
  • Future Proof Legacy Data Center
Real-time integrations and offloading legacy ERP systems

Remote Water Pollution Measurement

Scope
  • 3G/4G Connected Assets, bandwidth limitations
  • Integration to Big Data Cloud Center
  • Event-based¬†Alerts and Notifications
Smart Gateways

Smart Gateways

Applying smart software to gateways and devices for enhancing and simplifying streaming analytics as part of device offering. Independent, embedded software leverages the total offering of the connected device.

Smart Train Crossing

Sound recognition for smart crossing. Detecting damaged wheels and other issues that may occur during heavy train transports. Need for advanced edge analytics and sending data to the cloud for historical usage...

Smart City Lights

Remote controlled lights for the smart city and road network. Shifting light depending on changes in the surroundings and different need of lights. Smart gateways with a mesh network used to host and help...

Connected Caravans

Building caravans for the future, the manufacturer wanted to future-proof data communication for their products. Connecting products and services within the caravan with digital offerings and enhanced...

Analyze Data with Machine Learning

Analyze Data with ML

Machine Learning is a very common topic. Using machine models to predicts deviations and faults of the machine.

Anomaly Detection Data Flow

Anomaly Detection

Another common IoT scenario is anomaly detection within a machine, device or process. These detections often trigger various...

Cleaning & Normalization of IoT Data

Cleaning & Normalization

A common IoT scenario is collecting data from various sensors and devices. Often communicating with different protocols...

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