PMQ Architecture

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Introduction

 This page introduces Advantech Predictive Maintenance and Quality ( PMQ ) for failure prediction solution.

    Advantech PMQ includes the deployment of the trained model to make predictions and UI visualization and recommendations for corresponding strategies. The objective is to provide software developers basic concepts and better understating of PMQ deployment and to be more effective to bring your predictive model to production with Advantech PMQ architecture.

An overview of Predictive Maintenance and Quality

Why Edge Intelligence

    Edge computing is a distributed information technology (IT) architecture in which client data is processed at the periphery of the network, as close to the originating source as possible. Time-sensitive data in edge computing may be processed at the point of origin by an intelligent device or sent to an intermediary server located in close geographical proximity to the client. Data that is less time sensitive is sent to the cloud for historical analysis, big data analytics, and long-term storage.

Advantech PMQ

Advantech PMQ means for Customer

PMQ Architecture & Data Flow

RTENOTITLE

Edge Intelligence PMQ Framework

PMQ Service Framework

PMQ Data Format / Event / Action

PMQ Visualization and Maintenance of WISE-Cloud/RMM 3.3

Advantech PMQ Model

HDD Failure Prediction Model

How To

Implement a New PMQ Service in PMQ System

WISE-Agent Sample Handler