optimize your factory connectivity · optimize your factory connectivity ted chang smart factory...

OPTIMIZE YOUR FACTORY CONNECTIVITY

Ted Chang

Smart Factory Sales Section

Leading EDGE COMPUTING adlinktech.com

ADLINK Overview

>1800 Employees

Established

August

Publicly Traded

Since

Taiwan Stock Exchange Listing

USA

France

India

Korea

Israel

Chairman

Jim Liu

President

Daniel Yang

Revenue (USD)

Capital (USD)

$67.5M

Headquarters in

Germany (2)

Singapore

China (3)

Japan

UK

Netherlands

●

●

●

●

1995

Taipei,

Taiwan

2002 TAIEX: 6166$285M (Y2015)

$297M (Y2016)

Market Cap (USD)

$412M


ADLINK Overview

ADLINK’s goal is to provide robust and reliable hardwareplatforms, data connectivity and complete IoT solutionsthat drive data-to-decision applications across industries.

• Be a leading enabler of Edge Computing

• Reduce the complexity of building IoT Systems and Solutions

• Connect the unconnected


Data-To-Decision

Control the Edge

Monitor, Manage, Analyze

Connect the Unconnected

People, Places & Assets

Stream Anywhere

Securely move data everywhere

Building blocks for rich data capture Device Management, Analytics, Visualization

Platform and Cloud agnostic connectivity


ADLINK Smart Manufacturing Product Strategy

CONNECT

• Connect Unconnected

• ADLINK Data River – A scalable DATA-Centric Connectivity Service

OPTIMIZE

• Extract-Inference-Stream @Edge

• Rich HW Portfolio to meet Edge performance requirement


Introducing the ADLINK Data River™From Data to Information to Value in REAL-TIME

Thing(s)“Any data, Anywhere, anytime”

• Publishing Normalized Thing-data

• QoS-driven data management:Priority, urgency, persistency, etc.

MicroServices“Creating Information from Data”

• Time/location/Freq. decoupled edge services• Exploiting data centricity (relational models):

Query, normalize, combine and (re)publish

Value Creation“Creating value from Information”

• Exploiting real-time/reliable awareness • Polyglot API’s for easy 3rd party

integration:Anywhere, anytime on any platform


Introducing the ADLINK Data River™Data-Centricity; focus on the data, not on the connectivity

Raw

data

Ingest

Process

Publish

Decision

Process

Subscribe Publish

CommandCommand

Process

Subscribe

ADLINK Data River™

• Easy to Integrate - Data-centric architecture that hides topology details, enabling true plug-and-play

• High-performing - Latencies as low as 30 µsec, throughput of millions of msgs/sec

• Scalable - Scaling across thousands or even millions of participants

• Secure – End-to-end secure data connectivity with authentication, encryption & access control capabilities

• QoS-enabled – Full control over data distribution: timeliness, prioritization, reliability and resource usage

• Open – Based on the mature, proven and open DDS standard with future-proof APIs plus wire-protocol

• Fault-tolerant – Peer-to-peer communication without message brokers or servers

• Widely applicable - Available for embedded, mobile, web, enterprise and cloud applications


Introducing the ADLINK Data River™Rapid scalability and re-configuration

Allows a µservice architecture, each component focussed on its own simple task

Move towards Software Defined Machines

Raw

data

AI

Process

Publish

Decision

Process

Subscribe Publish

CommandCommand

Process

Subscribe

ReportReporting

Process

Subscribe

Augment

Process

Subscribe Publish

CommandCommand

Process

SubscribeAdd functionality


Smart Manufacturing - Connected Machine


半導體後端製程實際狀況

WOI Teck Khiong (Infineon) Maiko Kenner (PEER Group)


ADLINK Smart factory offering

Connected Utility AI Inference @ Factory

Connected Machine

Solar

Textile / Wood

Classification Food

Metal Surface

Time Series Data AOI Image/Human BehaviorMessage


Connecting the Unconnected

The Foundation for the Connected Factory

Vibration Acoustic DistortionForceInsulation

DegradationTemperature Power Pressure Flow

Structure Dislocation

Accelerometer

Pressure Sensor

Flow Meter

Partial Discharge Sensor

Acoustic Emission

MCM 100 Series

DEX-100

Human Machine Interface

IST Smart Gateway

ADLINK Market-Ready Solutions

IOT Monitoring Use Cases for Machine Data

AI INFERENCE @ FACTORY


AI Inference @Factory

Human Behavior Monitoring

•人員軌跡監控

• SOP Reinforcement

Predictive Maintenance for Utility

• Intel Discovery Creek Machine Learning on Air Compressor Monitoring

Predictive Maintenance for machines

• Measuring the thickness of cutting knife

Characteristics of AI Inference @Factory

• Local Usage @Factory

• Continuous accuracy improvement @Factory


AI Inference : Data to Value

Data Engineering

Model Building

Validation

01

02

03

Data Engineering

Model Execution

Operations

Training Phase

Deployment PhaseReal-Time


ADLINK Data River with EdgeSDK

Dash board App

Edge SDK

Image Capture App

Edge SDK

Rule BaseApp

Edge SDK

AI Inference App

Edge SDK

Edge AI Inference Workstation n

Image FeedingApp

Edge SDKDash board

App

Edge SDK

Image Capture App

Edge SDK

Rule BaseApp

Edge SDK

AI Inference App

Edge SDK

Edge AI Inference Workstation 2

Image FeedingApp

Edge SDK

Edge AI Training Server

Image RecordApp

Edge SDK

AI Re-trainedApp

Edge SDKDash board

App

Edge SDK

Image Capture App

Edge SDK

Rule BaseApp

Edge SDK

AI Inference App

Edge SDK

Edge AI Inference Workstation1

Image Preprocessing

App

Edge SDK

• The APPs can be either in one PC or

separated PCs

• Publish & Subscribe Architecture

• Optimize Image transfer performance

on Data River


Customer Benefits

1. Easy to upgrade the AI inference model

2. Easy Development for changing AI needs – Engineers(AI and AOI)

can focus on the vertical domain only

3. Reduce the system validation effort - Data-centric architecture.

Only validate the changed APP.

4. Reduce camera integration effort - Image capturing for open

standard image/video format (Geni_Cam, Onvif, V4L2) for

different AI scenarios

DDS AND ROBOT CONTROL


Real-Time Robotics Developer Suite

Sensors2D/3DLidar, ultrasound, depth camera

chemical sensor, etc.

CPU VPU GPUTPU

CUDA/INTEL® OPEN VINO™ @Linux, Windows

…

ED

GE

SD

K™

AD

LIN

KH

CP

RO

S 2

SD

K

™

DDS Technology

Actuator

Motor, button, PLC, etc.

ROS 2 Inner Data River

Real-time Vortex DataRiver

Navigation Collision avoidance

Pick & Place

3D-object recognition

AI

services

Sensor fusion

FPGA

Huawei

TSN (Ethernet)

IEEE 802.1 • Global time• Schedule

5G (Wireless)


Architecture II: Swarm of Robots


New IT-OT Architecture

TCP/IP

Factory Existed IT Protocol

GW

Sensor EDGE

AOIEDGE

Database

PLC

PLC

PLC

AGV Dispatch

Service

Storage

AI ModelsBackend

Server

Vortex LINK ™

Vortex LINK ™ Vortex LINK ™

OPEN VINO™

CUDA

THANK YOU

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