azure-samples / industrial-iot-patterns

Samples for Industrial IoT Design Patterns

Industrial IoT Patterns

A modern IIoT solution goes beyond moving existing industrial processes and tools to the cloud. It involves transforming your operations and processes, embracing cloud native services, and leveraging the power of machine learning and the intelligent edge to optimize industrial processes.

There are five key stages for a typical IIoT solution:

Each stage of an IIoT Solution consists of multiple design patterns. Please review the Industrial IoT Design Patterns doc for considerations and when to use these patterns. Below are samples to implement some of these design patterns.

Getting Started

1. Connectivity with Industrial Assets using OPC UA and Edge for Linux on Windows (EFLOW)
2. Operational Visibility with Anomaly Detection and Root Cause Analysis
3. Overall Equipment Effectiveness(OEE) and KPI Calculation Engine
4. Factory and Supply Chain Digital Twin (In Progress)
5. Exploratory Data Analysis for failure predictions
6. Operationalizing machine learning based prediction models
7. Operationalizing image recognition models on the factory floor (In Progress)
8. Control system optimization using Deep Reinforcement Learning (DRL) (In Progress)

industrial-iot-patterns's Issues

Prerequisite 'Connectivity Deployment Sample' comes up 404

Please provide us with the following information:

This issue is for a: (mark with an x)

- [ ] bug report -> please search issues before submitting
- [ ] feature request
- [X] documentation issue or request
- [ ] regression (a behavior that used to work and stopped in a new release)

Minimal steps to reproduce

https://github.com/iotrockstars/iot-iiot/blob/main/1-Connectivity/README.md is not found when clicking the link

Any log messages given by the failure

Expected/desired behavior

Is there a replacement Connectivity Deployment Sample that can be referenced?

OS and Version?

Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?)

Versions

Mention any other details that might be useful

The https://github.com/iotrockstars/ directory appears to have been changed and the Connectivity deployment sample removed. Any new link or suggested reference material would be greatly appreciated. Thanks

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Thanks! We'll be in touch soon.

Cannot create folder on root in eeflow, must be under var

The documentation to connect eeflow is wrong. As per eeflow team, please change to:

Transferred from Azure IoT Edge for Linux on Windows Release/Triage to Azure Industrial IoT/Azure Industrial IOT DRI Team.

cannot create a folder on root. instead create under /var

Maybe documentation guidance needs change: industrial-iot-patterns/1_Connectivity/04_Copy_OPCConfig.ps1 at main · Azure-Samples/industrial-iot-patterns (github.com)