近年來，物聯網(IoT)產業正以驚人的速度成長中，相關的應用與服務也陸續問市，而包含物聯網(IoT)、人工智慧(AI)與機器學習(machine learning)等科技的革新，致使從新創企業乃至傳統產業皆投入這一波新科技的發展，更添產業動能，尤其是在製造業、運輸及物流、公共安全、智慧城市等幾大面向。 據消費及商業企業服務供應商JT Group白皮書預估，到2020年全球物聯網累計裝置量(installed base)將達204.1億台。更多企業也將改變其商業模式，由產品導向轉為服務導向，客戶機構採購的不再只是硬體產品，而是尋求整套完整的解決方案。AWS 即將於3/7 (四) 舉辦『AWS AIoT未來智造高峰論壇』，持續以創新、全球視野帶領您與您的企業一起探索物聯網價值最大化的關鍵。

1. Accelerating the
AIoT @ the EDGE
Revolutionizing the Manufacturing
2019, March
Chia-Wei Yang, BDM
IoT Solution & Technology
Business Unit, ADLINK

2. Our mission is to deliver robust and reliable hardware, data
connectivity and management solutions, and both generic and
domain-specific IIoT platforms that drive data-to-decision
applications across industries.
ADLINK Strategic Vision
• Industrial EDGE Intelligent Platform
• Real-time Data Connectivity
• AI at the EDGE Application Enablement
ADLINK Confidential
• Industrial EDGE Intelligent Platform
• Real-time Data Connectivity
• AI at the EDGE Application Enablement

3. What is …
AIoT at the EDGE
AI – Data to Decision
IoT – Data Sharing between THINGS
EDGE – THINGS, OT, Low-Latency, QoS

4. Real-Time Data to Decision
Data Value Chain
Data Age
Interactive
Real-Time
Analytic
Historical
Analytic
Exploratory
Analytic
DataValue
OT: Value of Instant
Event Data
IT: Value of Data in
Aggregate
Control
the EDGE
Analytics in
the CLOUD

5. The Steps to Achieve Smart Factory
• Connect, Stream, Control
Connect, Stream, Control

6. AIoT at the Edge
Heterogeneous Computing Platforms
Powerful EDGE, Integrated CPU, VPU, FPGA, GPU
Data River
Steam the RIGHT INFO to RIGHT Place @ RIGHT Time
Data 2 Decision
Convert Info to Decision & Action to enhance overall
Efficiency
AWS

7. Value Chain & EcoSystem Partners
SRiP : System Ready intelligent Platform
EDGE Intelligent Gateway, Integrate OS, sensors
ORiP : Operational Ready intelligent Platform
SRiP + ThingSDK + App μService
ESP: EDGE Solutions Partners
CSP : Cloud Service Provider
IaaS/PaaS/SaaS
VSP: Vertical Solutions Partners
Co-Creation with ESP, CSP and VSP
Enterprise
App
MySQL
AWS

8. ORiP Solutions  Market Success
• Clear Target Customers with Clear ROI
• Bundle promotion with ESP solution
and PaaS partners
• Marketing Sponsorship for ESP
creating on-site Seminar
• Bridge ESP eco-system to PaaS
partner events and create match
making opportunities
Joint Market Promotion

9. NEW IT-OT ArchitectureFactory of the Future
TCP/IP
Factory
Existed IT
Protocol
GW
Sensor
EDGE
AOI
EDGE
Database
PLC PLC PLC
AGV Dispatch
Service
Storage
AI Models
Backend
Server
Vortex LINK ™
Vortex LINK ™ Vortex LINK ™
3rd
Party
OPEN VINO™
CUDA

10. Accelerating the journey of
Smart Manufacturing
• Connect the Unconnected at the Edge in
Green & Brown fields (D2I)
• Real-time Data Connectivity to stream
information to anywhere when needed (I2S)
• AI Inference Service to convert the
information into decision & action, also
accumulate knowhow (I2D)
AIOT @ the EDGE for Manufacturing
Sensors
CPU VPU GPUFPGA
D2I
Data
to Info
I2S
Info
to Stream
I2D
Info
to Decision
APP
μService
Connectivity
μService
APP
μService
…
LXC / MS
EDGESDK™
ADLINK
HCP
ADLINK Confidential
OpenVino™
DataRiver

11. Smart Manufacturing:
Connecting the Unconnected

12. Case 1: PCB Drilling Machine
• Target:
Extract Operational message in PC
based controller
• Challenges:
• Legacy operation system: OS2
• No Ethernet port

13. Case 2: LCD Glue Dispensing Machine
• Target:
Collect the parameters during
operation to improve yield rate
• Challenges:
• The quotation from machine
vendor is too high to accept.
• User has tried to put data
extraction program in machine,
but it resulted in instability of
the machine.

14. Machine Summary
Page
One Click Pre-defined
Machine Page
Machine Multiple
Pages
Controller
Display signal
KB/Mouse signal
Display signal
Connecting the Unconnected: DEX-100
KB/Mouse
Deep Learning Technology accelerates OCR performance
LPRnet to
Page
OpenVINO ™

15. Smart Manufacturing:
Predictive Maintenance (Machine Condition Monitoring)

16. ADLINK MCM-100
ADLINK’s MCM-100 machine condition
monitoring edge platform enables rotating
machinery, tooling, and plant and automation
equipment operators to easily overcome
challenges inherent in conventional equipment
maintenance
• Simple connection, configuration, and operation
speed setup with no downtime
• Complete single-operation data acquisition,
analysis and upload
• Real-time monitoring, intelligent management
Intelligent MCM Edge Platform

17. ADLINK SMT Factory MCM
• Problem: To address noise generation, air compressors are installed in
soundproofed structures, inhibiting conventional preventative inspection.
• Solution: Automatic online monitoring provides continuous 24/7 condition
monitoring
• Result: Successful early detection of compressor part damage twice in 2017,
based on ISO10816, with no compressor vendor involvement required
Alert

18. Effective Asset Protection
Coupler wear and tear between motor and rotor joint
Production line expense and
compressor downtime can total
losses up to US$ 150K or more

19. ADLINK Confidential
ORiP Solution #1 – Dry Pump
• GoodTech @ Semicon

20. ADLINK Confidential
ORiP Solution #2 – Dry/ Water Pump
• Semicon/ Power Plant/ Refinery, ITRI

21. ADLINK Confidential
ORiP Solution #3 – Bearing/ Turbine/ Robot
Semicon/ Power Plant, OnePredict
GuardiOne Bearing GuardiOne Turbine
GuardiOne Gearbox GuardiOne Robot

22. Smart Manufacturing:
Machine Vision & AI-AOI (Automated Optical Inspection)

23. Machine Vision
Solar
Textile / Wood
Classification Food
Metal Surface
Manufacturing AOI
Algorithms / Deep Learning Based Solutions
Location/
Guide
Inspection/
Classification
Measurement Identification
ADLINK Confidential

24. Rule-based & Deep Learning
Machine Vision is NOT Deep Learning only
Measurement/Gauge
Identification/ OCR
Alignment/ Guidance Complex Inspection
Classification
Count
Detect & Inspect
Challenging OCR
Rule Based Deep Learning

25. Smart Pallet Solution
• The Pallet which knows what’s wrong and proactive
communicates
ADLINK Confidential
The Pallet which knows what’s wrong and proactive communicates

26. ADLINK AI PnP + Data River™
AI on IoT : AIoT Implementation
Right Data Available at Right Time at Right Place (3R)

27. Solution offering from ADLINK
Embedded Platforms & Modules
GPU chip-down
solutions / ODM
MXM Embedded
Graphic Modules
MXM modular
platforms
PCIe graphics platforms
with x86
NVIDIA Quadro Graphic
PCIe cards (*)
NVIDIA Quadro
Embedded GPU (*)
Jetson Embedded
Systems
NVIDIA Jetson modules
(*)
(*) cannot redistribute as is, must do value added

28. Solution Oriented Systems
General Embedded Platforms
Multi-Access Edge Computing Servers
Application Specific DLA / IO
m/c vision
enhanced
from AGV
to AMR
AMEC / AR
In Smart City
AI in BOX
System Level Offering from Training Server to Inference EDGE
ADLINK Confidential

29. PCIe-GIENVQ,
GigE vision w/ nvidia Quadro
PCIe-GIEIMX,
GigE vision w/ Movidius
+
+
Nvidia QuadroPCIe-GIE74
Intel Myriad XPCIe-GIE74
AI with Cards
Enable the AI power easily and directly

30. +
…

Update the module in the incumbent application to enable
inference capability
MIPI / U3 / PoE AI in Machine Vision
Enable AI, Plug & Play
Scenario #3: AI on Module
ADLINK Confidential

31. Express-CF-AI
Express-CF-AI
• INTEL® Movidius Myriad
• INTEL® OPEN VINO™ Supported
• PICMG COM.0 R3.0 Type 6 module with Hexacore i7/Xeon and
Quadcore i5
• Up to 48GB Dual Channel DDR4 at 2133/2400MHz
• Three DDI channels, one LVDS (or 4 lanes eDP), supports up to 3
independent displays
• One PCIe x16 Gen3, eight PCIe x1 Gen3 (NVMe SSD & Intel®
Optane™ Memory Technology support)
• GbE, four SATA 6 Gb/s, four USB 3.1 and four USB 2.0
• Supports Smart Embedded Management Agent (SEMA) functions
• Maximum Package power 55W
• 5-years longevity support
Environmental
• Operating Temperature: CT 0~60C
INTEL® Coffee Lake + INTEL® Myriad X

32. ADLINK Edge AI Vision
Decoupling APP Architecture
Video
Capture
App
config video stream
Video
Config
App
config
Video
Viewer
App
video
stream
AI
App
video
stream
config
inference
TensorFlow Inference
OpenVino Inference
OpenCV

33. Future Factory
ROS2.0 empowers Connectivity among ALL Mobile Equipment in the
future Factory

34. -Simulation of Robots
-Cognition API (voice)
-Image recognition
-Fleet management
Sensors
2D/3DLidar, ultrasound, depth camera
chemical sensor, etc.
CPU VPU GPUTPU
CUDA/INTEL® OPEN VINO™ @Linux, Windows
…
EDGESDK™
ADLINK
HCP
ROS2SDK™
DDS Technology
Actuator
Motor, button, PLC, etc.
ROS 2 Inner Data River
Real-time ADLINK Data River™
Navigation Collision
avoidance
Pick &
Place
3D-object
recognition
AI
services
Sensor
fusion
FPGA
Real-Time Robotics Developer Suite

35. Summary
Date to Decision in Real-Time

36. AIoT at the Edge
Heterogeneous Computing Platforms
Powerful EDGE, Integrated CPU, VPU, FPGA, GPU
Data River
Steam the RIGHT INFO to RIGHT Place @ RIGHT Time
Data 2 Decision
Convert Info to Decision & Action to enhance overall
Efficiency
ADLINK Confidential
AWS

37. Thank you.