industrial-iot-patterns

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #ai #typescript #llm #go #golang #android #machine-learning #rust #deep-learning #linux

industrial-iot-patterns

(★ 21)

Samples for Industrial IoT Design Patterns

industrial-iot-patterns 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# 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:

![IIoT Maturity](https://raw.githubusercontent.com/Azure-Samples/industrial-iot-patterns/main/images/iiot-maturity.png)

Each stage of an IIoT Solution consists of multiple design patterns. Please review the [Industrial IoT Design Patterns doc](TODO) 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)](./1_Connectivity/README.md)
1. [Operational Visibility with Anomaly Detection and Root Cause Analysis](./2_OperationalVisibility/README.md)
1. [Overall Equipment Effectiveness(OEE) and KPI Calculation Engine](./3_OEECalculationEngine/README.md)
1. Factory and Supply Chain Digital Twin (*In Progress*)
1. [Exploratory Data Analysis for failure predictions](./5_ExplorationDataAnalysis/README.md)
1. [Operationalizing machine learning based prediction models](./6_MachineLearningForIIoT/README.md)
1. Operationalizing image recognition models on the factory floor  (*In Progress*)
1. Control system optimization using Deep Reinforcement Learning (DRL)  (*In Progress*)

industrial-iot-patterns

industrial-iot-patterns 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

industrial-iot-patterns

industrial-iot-patterns 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README