Itu telecom-world-2017-autoidlabs-kaist-consortium

TEMPLATE DESIGN © 2008
www.PosterPresentations.com
GS1 – Global Standard 1
The Global Language of Business
GS1 – Data for 4th Industrial Revolution (4차산업혁명을 위한 데이터 표준)
Introduction to GS1 (사물인터넷 관련 국제표준기구)
• GS1 is an international not-for-profit standard organization with Member Organizations in over 112 countries. GS1 is dedicated to the
design and implementation of global standards and solutions to improve the efficiency and visibility of supply and demand chains
globally and across sectors. The GS1 system of standards is the most widely used supply chain standards system in the world. This 44-
years-old global organization’s main activity is the development of the GS1 System, a series of standards designed to improve supply
chain management and create data-driven internet of things global ecosystem. [전세계 112(155)개 국가, 2백만 이상 기업 멤버]
Auto-ID Labs at KAIST Consortium, South Korea
GS1 은 다양한 산업 분야에서
데이터를 기록하고 공유하는 글로벌
표준 프레임웍을 제공함
사람과 사물이 공존하는
“사물인터넷” 세상
“데이터 기반의 사물인터넷“ “Data-driven Internet of Things”
4차산업혁명의 핵심은
“데이터”
Humanitarian
Logistics
“Maritime and Ports Industry Initiative” “Making cargo easier, smarter and faster”
Foods
“GS1 in Railway Industry”
”Alibaba and Amazon mandate to use GS1” “FDA and UK adopts GS1”
“Food Safety and Ecosystem”
GS1 Industries in Action (GS1 대표 사례, 글로벌 기업과 다양한 산업 국제단체에서 채택)
유통 의료/헬스케어 물류/교통 식품
UN 구호사업 스마트팩토리 금용

Auto-ID Labs (Home of Internet of Things)
The Leading Academic Research Network
on the Internet of Things, GS1 Research Partner
Auto-ID Labs at KAIST Industry Alliance (오토아이디랩 카이스트 산학 얼라이언스)
Auto-ID Labs – Future Proofing of GS1 (GS1 국제선행 표준 기술 연구)
• Auto-ID Labs are the leading global research network of academic laboratories in the field of Internet
of Things (IoT). The lab consist of six of the world’s most renowned research universities located on
three different continents. (1999년 설립된 국제공동연구소)
• The Auto-ID Labs (오토아이디랩)
MIT
Disruptive IoT
Applications
Cambridge
Linked-data and
Semantic IoT
ETH Zurich
New Business
Models and
Consumer
Empowerment
Fudan
RFID core
technology
KAIST
Scalable IoT
Architectures
KEIO
The network
for IoT
Applications
Kevin Ashton
Auto-ID Labs: http://autoidlabs.org/
Auto-ID Labs , KAIST (오토아이디랩 카이스트)
Auto-ID Labs at KAIST: http://autoidlab.kaist.ac.kr
• Auto-ID Labs, KAIST is one of the six universities forming the Auto-ID labs
with common vision of creating a world of ”Internet of Things”.
• The lab has continued leveraging the Internet of Things technologies through
collaboration with the world's best IoT laboratories and companies and
participating in international standardization processes led by GS1/EPCglobal.
In 1999, the Internet of Things
was first coined by Kevin Ashton
who cofounded
the Auto-ID
Center at MIT.
(사물인터넷은
Auto-ID Labs에서
세계 최초 소개)
• Research Partner
The Global Language for Business
• A not-for-profit organization
• Introduced barcodes 44 years ago
• With the aim of adding consumers to the currently B2B-oriented business model of GS1, the lab is
conducting long-term and strategic research to explore opportunities for new hardware, software,
business process, and applications .
Auto-ID Labs, KAIST has created an industry alliance with a
mission of spreading GS1 standards and providing solutions to
Korean industry members.
In 2018, we have a vision of expanding industry alliance by
inviting more local and global companies, research centers, and
organizations. (2018년 확대 예정)
Auto-ID Labs, KAIST Industry Alliance works starting from small local business - up to global companies. Contact us if you want to
become member of the alliance. (Prof. Daeyoung Kim, kimd@kaist.ac.kr) – 산학얼라이언스에 관심있으시면 이메일로 연락주세요
Director
Professor, School of
Computing, KAIST
Daeyoung Kim
kimd@kaist.ac.kr
• The labs follows rigor-relevance research methodology to
produce high ranking academic publications, white papers,
demos, pilots and proof of concepts.
BUSINESS PROCESSES
AND ALLPLICSTIONS
SOFTWARE AND
NETWORK
HARDWARE
Envision and Evaluate fundamentally
new business process
Develop future architecture of IoT
Next-class tags, sensors and actuators
• Auto-ID Labs, KAIST is implementing and publishing
Open source Internet of Things platform, Oliot (Open
Language for Internet of Things) since 2013

Open Language for Internet of Things
Oliot Open Source Project http://oliot.org
Overview (데이터 기반 사물인터넷 플랫폼 오픈소스 프로젝트)
Oliot EPCIS (사물인터넷 데이터 저장소)
Open Language for Internet of Things (Oliot) is an open source project
where each of its components complies with GS1 standard. Oliot
pursues the infrastructure platform for the Internet of Things by
broadening the scope from Barcode/RFID.
Current version 1.2
Currently Available Components
• Oliot EPCIS: A Java Web Service complying with GS1 EPCIS v1.2
• Oliot ONS: Node.js service complying with GS1 ONS v2.0.1
• Oliot GS1 Source: A Java Web Service complying with GS1 TSD
v1.2.1
• Oliot DS: Node.js service realizing GS1 Discovery Service
• Oliot ALE: A Java Web Service complying with GS1 ALE v1.1
• Oliot LLRP: A reader implementation supporting GS1 LLRP v1.0
• Oliot Pedigree: GS1 E-Pedigree with extension
• Oliot GTS: GS1 Traceability
Data Capture
Application
EPCIS
Repository
CaptureLayer
Converter
(POJO  Storage Unit)
Data Capture
Library
HTTP.GET
[HTTP Parameters]
HTTP.POST
[XML]
Subscription
Layer
Subscription Query
Listener
Trigger Subscription Manager
Scheduled Subscription
Manager
subscribe API
Immediate Query
Listener
Query Result Manager
JAXB Marshaller
(POJO  XML)
Converter
(Storage Unit 
POJO)
Converter
(BSON  JSON)
Format
Indicator
QueryLayer
EPCIS Accessing
Application
Application
poll API
SOAP/HTTP
REST/HTTP
Callback URL
Authorization &
Relationship Management
Token Validator
Access
Controller
Privacy Layer
Data Capture Listener
Document Validator
(XSD)
JAXB Unmarshaller
(XMLPOJO)
Parameter Validator
Converter
(Params.  Storage Unit)
capture API
EPCIS
Accessing
Application
SOAP/HTTP
REST/HTTP
Immediate Query
Executor
Named Query
Registration Listener
Admin Layer
EPCIS
Accessing
Application
REST/HTTP
Immediate Query
Builder
XML JSON
poll subscribe subscribepoll
Since Aug 24, 2014, 442 commits
8125 sessions in 1031 cities, 100 countries, 5 continents
[Oliot EPCIS Architecture]
Introduction
• GS1 Trusted Source of Data (GS1 Source) is a framework for
sharing trusted and reliable product information in the digital
world
• Smart Search is a complementary GS1 standard for improving
product visibility across the WWW based on JSON+LD
recommendation of W3C
• Oliot GS1 Source is a Java Web Service, which implements GS1
Source v1.1 and Smart Search Web vocabulary for re-shaping
the landscape of e-commerce
Specification
• Java Web Service based on Spring Boot
• 1-click cloud deployment
• GS1 Source v1.1 compliant
• Backend: MongoDB
• Protocols: REST, GraphQL (in-progress)
• Message formats: XML, JSON, JSON+LD (in-progress)
License
• Apache License v2.0
Contributors
• Gaurav Kalra, Maintainer, gvkalra@kaist.ac.kr
• Hyeeun Cho, ex-Maintainer, ch200356@kaist.ac.kr
Introduction
• GS1 Electronic Product Code Information Service (EPCIS) enables to capture and
share visibility event and master data depicting lifecycle of everyday-objects
• Oliot EPCIS is a Java Web Service, which implements GS1 EPCIS v1.2 in terms
of its data type and interface standards
Specification
• Java Web Service (Java v8, Servlet v3.1, Tomcat v8)
• EPCIS v1.2 compliance
• Multi-backend: MongoDB, RDBMSs (Oracle, MySQL, PostgreSQL, etc.)
• Multi-protocols: SOAP, REST
• Multi-message formats: XML, JSON
License
Contributors
• Jaewook Byun, maintainer, bjw0829@kaist.ac.kr
• Yalew Kidane, RDBMS extension, yalewkidane@kaist.ac.kr
• Sungpil Woo, capture interface extension, woosungpil@kaist.ac.kr
2014년 8월 24일 이후, 442 커밋
5 대륙, 100개 국가, 1031 도시로 부터 8125 기관/기업/개인
Oliot GS1 Source and Smart Search
(사물 메타데이터 저장소 및 지능 검색)

Oliot GS1 Pedigree (페디그리 서비스)Oliot GTS (사물의 이력추적 서비스)
Oliot DS (사물정보 저장소 디스커버리 서비스)
Introduction
• Introduction
Specification
• Introduction
Architecture
• Introduction
Contributors
• Introduction
License
… whatever you want
Oliot ONS (사물의 서비스 검색 및 접근)
ONS Application
GS1 ID AUS
ONS Client
FQDN NAPTR
Service Providers
(EPCIS)
ONS Peer Roots
(1) (2)
(3)
(4)
(5)
(6)
(7)
Default Caching Name Server
1001001100110101001
Service
Type
Regexp
(service
URL)
!^.*$!http://example.com
/cgi-bin/epcis!
• Oliot Object Name Service (ONS): Oliot ONS is the service to find service
related to given GS1 ID. It enhances service record management and service
discovery performance of ONS.
• Open Source Project
 Git Repository URL: https://github.com/gs1oliot/oliot-ons-1.1
 Contributors: Kiwoong Kwon (kiwoong@kaist.ac.kr) Wondeuk Yoon (wdyoon@kaist.ac.kr)
1001001100110101001
GS1 ID
Intra-DS
Query
Intra-DS
Intra-DS
Response
gs1-id List of EPCIS
urn:epc:id:sgti
n:8805021.30
0025.245
!^.*$!http://example.c
om/EPCIS1!
(1)
(2)
gs1-id urn:epc:id:sgtin:8805021.300025.245
from 2017-07-10 17:57:54.350Z
to 2017-07-15 18:51:53.350Z
!^.*$!http://example.c
om/EPCIS2!
Intra-DS
Client
Group of EPCISes
EPCIS1 EPCIS2 EPCIS3
Related EPCIS
• Open Source Project
 Git Repository URL: https://github.com/gs1oliot/oliot-ds-1.1
 Contributors: Kiwoong Kwon (kiwoong@kaist.ac.kr) Wondeuk Yoon (wdyoon@kaist.ac.kr)
• Oliot Discovery Service (DS): Oliot DS is the service to find data source (i.e.
EPCIS) related to given GS1 ID. It enhances protection of secure data and
discovery performance of DS especially in Intra-DS aspect.
Street Lamp (GTIN) Global Location Number (GLN)
User
ONS
ONS query by
GLN
Location based
Services
Select
Services
Add Service
Traffic Light (GTIN)
List of Services
Lamp On/Off
Service
Traffic Information
Service
Bus Route Service
Things
Street
Lamp
Bus
Stop
Traffic
Light
Bus Stop (GTIN)
ONS Name Server
Code Scan
Service access
IoT Service
Environmental monitoring
Public transportation
Location guidance
Build management
...
Filtering &
Recommendation
GRAI
GIAI
GSRN
GLN
GSRN
GTIN
GTIN
GDTI
GCN
Service Public infra.
Museum & Shop
IoT Environment
SSCC
CPID
GSRN
Chain system
Check Preference
Service
Recommendation
User configuration
• Possible DS based Services
• Location based Service Discovery:
Aggregate ambient services on location
designator and announce services at once
• Service Recommendation: Check user
preference and only receive information
about preferable services
• Possible ONS based Services
• Geographical Discovery Service: Search
the nearby things matching with query
parameters
• Lost and Found Service: Search EPCIS
storing my lost thing and query EPCIS for
its latest location
Introduction
• GS1 Traceability Service Solution that enables traceability event data
communication among multiple EPCISs.
• Oliot GTS links GS1 Global Traceability Standard 2.0 with GS1 EPCIS 1.2
Standard to facilitate overall data conformance in a in a business supply chain.
Specification
• Framework: Node.js 6.11.3 with express.js
• EPCIS v1.2 compliance Backend: MongoDB
• Protocol: RESTful API (GET, POST) Multi-message formats: XML, JSON
GTS 2.0 Standard (Released 2017. 8)
EPCIS Cross Sector Standard (To be Started at 2017.10)
License
Contributors
• Sangtae Kim, maintainer, anne@itc.kaist.ac.kr
• Sungkwan Jung, maintainer, skjung@itc.kaist.ac.kr
GS1 GTS 2.0 Standard is missing puzzle for traceability service
Scope of EPCIS Cross Sector Standard Beef Traceability Example
Introduction
• GS1 Pedigree makes a record of information about each distribution of an item
• All pedigree documents have nested structure for applying digital signatures and
transferred among pedigree management system (PMS) which is operated by
trading partners
• Oliot Pedigree is a Java Web Service, which implements GS1 Pedigree Ratified
Standard v1.0 in terms of its data type and interface standards
Specification
• Java Web Service
• Apache Tomcat v8.0
• Spring Framework v4.3.0
• Spring Security v4.1.0
• Maven
• MongoDB v3.4.1
License
Contributors
• Sangsik Kim, maintainer, sskim98@itc.kaist.ac.kr
Service
Registration
Pedigree
Repository
Search
Application
Query
Handler
Registratio
n Handler
EPCIS
EPCIS Event
Subscriber
Pedigree
Generator
Pedigree
Exporter
Pedigree
Receiver
Pedigree
Signer
Service Discovery
Service
Manager
ONS
View
Pedigree
Manager
Pedigree
Updater
PMS
HTTPS
Administrator
HTTPS
HTTP
PMS
Pedigree Creation
Manufacturer
EPCIS
Event
Pedigree Update
EPCIS
Event
ONS
GS1
Code
Pedi
gree
Pedigree
Search
Wholesaler
GS1
Beacon
PMS PMS PMS
Open Language for Internet of Things
Oliot Open Source Project http://oliot.org

GS1 Applications Eco Platform
GS1 Beacon, Video, IoT Mashup
Urban Technology Alliance
Overview (GS1 표준기반 응용 에코 플랫폼) GS1 Beacon (앱하나로 모든 사물 서비스 연결 플랫폼)
GS1 IoT Mashup (사물 IoT 메쉬업 플랫폼)
GS1 Video (GS1 연동 실시간 컨텐츠 플랫폼)
• How GS1 make the world better and convenient?
• GS1은 어떻게 편리하고 보다 나은 세상으로 바꿀까요?
• Connect offline product, car, video, location to online services.
• Mashup offline devices to create new services.
• GS1 code in product, car, video, devices possible and
GS1 standard technology make it possible.
• GS1 Beacon: connect offline object to online services
• GS1 비콘은 오프라인 사물을 온라인 서비스와 연결합니다
• GS1 Beacon is O2O(Online-to-Offline) technology.
• Advertise GS1 codes using Bluetooth Low Energy(BLE).
• GS1 Beacon discovers online services through GS1 Object
Name Services(ONS).
• GS1 Beacon for marketing, indoor location, authentication,
authorization, payment, reservation and etc.
자동 발견
자동 식별
자동 설치
자동 서비스 매시업
• IoT Mashup platform: create new service dynamically using
near devices
• IoT 매쉬업 플랫폼은 주변의 장비들을 유동적으로 연결하여 새로운
서비스를 창출합니다
• IoT Mashup platform scans near devices including GS1 code.
• Download device driver through Object Name Service(ONS)
• Install device driver and mashup drivers for new service.
• IoT Mashup platform provides easy IoT service development by
mixing devices.
• GS1 Video: duplex communication between media and viewer
• GS1 비디오는 사용자와 미디어 같의 유기적인 양방향 통신을 지원합니다
• GS1 Video stores GS1 code with thing that appear in the video.
• Discover service and information related with GS1 code using
Object Name Service(ONS).
• Show location, object, services information during video playing.
cities need to be smarter!
Resources in civil infrastructure (water, energy, public
transportation, parking spaces, buildings, roads, bridges, etc.) to
be shared by the increasing population
Open
Citizen-centric
Unique
Comprehensible
Global
Cities (도시)
Startups/SMEs (중소, 벤처기업)
Researchers
(대학, 연구기관)
Large industry (대기업)
Join us to define cities of the
future together
2017년 하반기 론칭 예정인 국제 Urban Technology Alliance의 멤버에 관심이
있으시면 김대영 교수를 컨택하세요. (kimd@kaist.ac.kr)
Candidate Cities

Smart Food and Farm
Balanced Production, Transparent Retail,
And Safe Consumption
Overview (GS1 국제표준 기반의 균형 생산, 투명 유통, 안전 소비 농식품 에코 시스템)
GS1 Standards for
Smart Agriculture and
Food Safety Systems
Global Food Safety Service
and Application based on
GS1 Standard
Open Farming Information
Cloud System Smart Farm IoT Technology
for Food Safety Information
Monitoring
• EPCIS/GTS standard platform for
agricultural business
• ONS and DS standard for easier food
information and service access
• Agri-Pedigree for agricultural data integrity
• Global Standard Project:
EU H2020 IoF2020, China
• Food trace and track service
• Food hazard alarm service
• Agricultural supply and
demand Estimation service
• Food Hazard Information Detection
• Big Data Processing of agriculture life cycle
• Production and price prediction algorithm
• End-To-End cloud based sensor data
infrastructure for agricultural information
• Pesticide residue sensing technique.
• Automatic farming environment
collecting technique.
Intermediate Enzyme Enzyme Reaction (Strip) Analog Processing Data Communication Cloud Repository
Food Hazard Information extraction
from news and social network
Production and price prediction algorithm
for Agricultural products
safe agricultural production information
safe live-stock production information
safe fishery production information
Data Gathering Device
Production Log DB
Production Log DB
Production Log DB
Production Packaging Distribution Sales Consumer
Safe Production
DATA
UNIT Production
DATA
Safe Inspection
DATA
UNIT BOX
CODE
UNIT SALES
CODE
Safe Distribution
DATA
UNIT SALES
DATA
UNIT SALES
CODE
Global Food Hazard
Warning System
Global Food
Traceability Service
Food Safety Information
Monitoring System
서울대학교

Smart Food and Farm
Food Ecosystem & Wanju Local Food
Wanju Local Food Community – All in GS1 (완주 로컬 푸드)
• Wan-ju Local Food is the biggest
direct dealing market for agri-food
products in South Korea.
• Since 2016, Wanju Local Food has
begun to adopt GS1 Standards for
identifying items, capturing
internal processes, and managing
the captured data for establishing
production plan.
• Wan-ju Local Food’s successful
GS1 model is plan to be extended
to the other local food unions.
Soy-Milk Production Process Traceability
Wanju Local Food GS1 Eco System
서울대학교
서울대학교

Smart Food and Farm
Pallets, ESL, Plants Factory
LogisAll RRPP Pallet (글로벌 팔레트 이력 추적)
RAINUS GS1 Compatible Solution (InforTab)
Smart RRPP Pallet
• RRPP is a intelligent Pallet System which enables
Online-Real-time Resource Management and Supply
Chain Management
• Each RRPP pallet is assigned with GS1 GRAI identifier
and the life-cycle data of the RRPP is collected as a
EPCIS event for the systematic management of resources,
i.e., Global Pallet Traceability
RRPP Tag
Case
RFID TAG
• ISO-18000 6C C1 G2
• GRAI 96 bit
A RFID Tag Case that
ensures high-temperature
resistance is installed in
the RRPP Pallet
Group Reading
(Truck)
Fork Lift
Stack Reading
Mobile RFID
Reading
RRPP Life Cycle
SHIPPING IMPORTER
RETRIVE
SUPPLYDEPOSIT
REFUND
EPCIS
EXPORTER
Plant Factory (식물재배기, 식물공장)
Seed Packaging Technology (스티커 씨앗)
 An Innovative Technology in the Seed Industry!
 Sowing is done simply by putting Seedmo® on the
surface of the soil and spraying water
 It is helpful for plant factories, seedling nurseries and
urban agriculture
Seedmo®
 A patented coin-type packed seed
 It makes the planting and sowing
process dramatically easier
 Simply put the Seedmo® on the
surface of the soil and spray water,
then wait for it to sprout
Plant Breeding (종자, 육묘)
 Species of vegetables
grown in facilities
 Functional plants(herbs,
medical plants and etc.)
grown in facilities
 Making new species
favorable in global markets
Plant Cultivation Equipment
(식물재배기, 식물공장)
 Farming environment can be
monitored by variable
sensors(pH, EC, CO2, light,
air/solution temp., humidity,
and camera) and controlled
properly
 The sensing data can be
collected and managed by
GS1 EPCIS
EPCIS
Local
Server
Gateway
Layout
Designer
InforTab
Moniotor
EPCIS
RAINUS InfoTab (전자가격표시기 시스템)
• RAINUS InforTab is interactive price tag solution that
supports real-time price manipulation, GS1-128
compatible Barcode, mobile payment interface, and
dynamic promotion in a store.
LOCAL MODEL CENTRALIZED MODEL
Gateway
STORE
HEAD
QUARTER
Central
Server
Layout
Designer
InforTab
Moniotor
EPCIS

Smart Factory
Monitoring, Analysis, Predictive Maintenance
Overview (스마트 팩토리)
 Smart Factory
The term describes an environment where machinery and equipment are able to improve processes
through automation and self-optimization.
The structure of a smart factory can include a combination of production, information, and
communication technologies, with the potential for integration across the entire manufacturing supply
chain.
Vision Inspect Solution (비전 시스템)
 Machine Vision System
 Machine vision
MV is the technology and methods used to provide imaging-based automatic inspection and
analysis for such applications as automatic inspection, process control, and robot guidance, usually
in industry.
Power Monitoring System (전력 모니터링 및 관리 시스템)
 What is the Smart Factory ?
 Power Monitoring System
PM Is A Proactive Approach To Energy Efficiency and Prevention of Malfunctioning Equipment.
 Condition Based Maintenance Objectives (CBM)
The primary purpose of the Motor Condition Monitor is to provide early warning of progressively
deteriorating machine and process conditions, maximising assets by reducing unplanned downtime
and eliminating the cost unplanned repair and maintenance downtime.
 What Is A Power Monitoring System?
 Condition monitoring solutions for motors
Power Monitor Unit
Power Monitor System HMI
Motor Prevent Unit Motor Monitor Unit
Standalone Vision Controller
Vision Sensor
Measurement values
Supply Current and Voltage
Average Current and Voltage
Temperature
Power input and energy consumption
Energy trip counter
Phase sequence
Current unbalance
Starting capacitor
Run capacitor
Insulation resistance
Cos (φ)
Harmonic distortion
Consulting & Design Services
We consult the optimal inspection solution through customer requirement analysis and production
process analysis.
Install & Integration Services
Install the vision system in the optimal position to inspect the product and integrate it into the
production Process.
Software Support Services
We provide the best software solution for product inspection.
1
Measure
2
Monitor
3
Analysis Improve
4
Strategies to Improve Industrial Energy Efficiency
Individual production steps will be seamlessly connected.
The processes impacted will include:
 factory and production planning.
 product development
 Logistics
 Safety Programs & Plans
 integrate manufacturing and maintenance planning (TPM)
 enterprise resource planning (ERP)
 manufacturing execution systems (MES)
 control technologies
 individual sensors and actuators in the field
Here are some more reasons for a power monitoring system
 Power Monitoring Can Reduce Power Factor Penalties .
 Power Monitoring Lets You Allocate Energy Cost.
 Power Monitoring Will Help Reduce Peak Demand.
 Power Monitoring Can decrease Downtime & Save Money
Condition Based Maintenance Solution
(예지보전 시스템)

Smart Factory
X-SCADA, ERP/MES/GSI/GS1
Overview
X-SCADA Strong Points
ARGO supports ERP/MES/GSI and GS1 Standards
X-SCADA Construction CASE
 Supports GS1 components
As well as factory data from SCADA network, X-SCADA could process, understand, store, and
visualize event data and messages from various GS1 compatible components.
 Why X-SCADA needs to adopt GS1 standards?

 Data Processing through GS1 keys User Vocabulary
Fastest analysis time comparing to
existing oilfield evaluation program
Characteristics
1) VPETRO is easy to use by putting additional process situation panel onto the
screen
2) It does not need any download procedures (on-line service)
3) It is able to data import to MS excel and commonly using database programs
 VPETRO is able to predict future oil well production pattern by using big data
which accumulated in many years.
 Moreover it is also possible to acknowledge precise shale oil&gas production
evaluation and its forecast using deep learning and AI technology.
 Data has been modeled used by GS1 Keys User Vocabulary Epics
Data modeling
 VPETRO has been shorten for its analysis time by deleting auto-fit/outlier
Data Modeling & Target AudienceBig Data & Data Science with GS1 Keys User Vocabulary
 Scalable Big Data Platform with Hadoop Echo System
Intuitive Screen
Enable to use for
non-experts
Web based Program
Effective Data
management
Update Oil price in a
real-time
Provide Various Data
DCA method
Overview
 Currently, Existing methods for predicting oilfield production do not accurate.
Especially predicting future shale gas production is almost impossible to
conduct.
 Due to its AI based technology & state-of-the-art data modeling method,
VPETRO is able to conduct predicting shale gas production accurately.
Target Audience – Perfect solution for shale gas production evaluation
 VPETRO is deep learning and AI based oil production evaluation program
 It is enable to import evaluation data to MS excel and many common use
programs. Automatically predict by simply putting various parameters onto the
system
 Moreover VPETRO also provide intuitive user interface to help user understand
current product situation and forecast.
BIM Evaluation & Analytics
Global Catalog of Machine Generated Data
(Sensors, Surveillance Video, HVAC, Door Lock,
etc.)
GS1 Keys User Vocabulary
Logic (Rule, Trigger,
Actutaor, etc,),
Analytics (Processing,
Machine Learning, etc.)
Global Repository of BIM
Ontology
BIM
Model
BIM
Model
BIM
Model
BIM Pre-processing
Query Processing
Collecting
(Batch&Realtime)
BIM Post-processing
Evaluation & Analytics
Result
Visualization
Connected
Sensors
Sensor Pre-processing
Collecting
(Batch&Realtime)
Complex Event
Processing
Smart Factory
Big Data Analysis and Predictive Maintenance

Smart Healthcare
Personal Healthcare Service
Overview (개인 건강 관리 서비스)
Information collection and service
The health information of the user is collected in real time through the mobile device, and various services are provided based on the analysis of the collected information.

Smart Healthcare
Healthcare AI Robot Assistant
Healthcare AI Robot Assistant (헬스케어 인공지능 로봇 도우미)
 GS1 Internet of Robots: Healthcare robot assistant helps doctor from spending
time visiting patients periodically. Thus doctor can focus on critical situations
intensively.
Vulnerable plaque detection with AI (급성관상동맥증후군)
Automated Diagnosis of Eye Diseases (안과질환)
Robot monitors
patient
AI and Cloud based Analysis platform
Doctor informs
urgent status
 Eye disease detection with Convolutional Neural Networks
 Automated diagnosis of eye diseases including glaucoma (녹내장), cataract
(백내장), and dry eye syndrome (안구 건조증)
 Classification based on Convolutional Neural Networks which performs
outstanding results in image detection.
 아이조아: Smartphone based eye screening system
 Patient who received surgery related to eye diseases such as
glaucoma(녹내장) and cataract(백내장) has been keep increased.
 Especially in young people, frequently using smartphone results early
revelation of eye diseases.
Thick-cap
Fibroatheroma
(ThCFA)
Thin-cap
Fibroatheroma
(TCFA)
NC
Adaptive intimal
thickening
Intimal
xanthoma
Pathologic
intimal thickening
 Acute coronary syndromes (ACS: 급성관상동맥증후군) frequently results in
unstable angina, acute myocardial infarction, and sudden coronary death.
 Thin-cap fibroatheroma (TCFA) is a well-known type of vulnerable plaque which
is prone to serious plaque rupture.
 Total 105 features are extracted based on proportion of pixels in each ROI
 Top N ranked features (Fisher’s exact test: 피셔의 정확검증) are used as an
input for the deep feed-forward neural networks
 AUC: 0.8686, Specificity(특이성): 78.31%, Sensitivity(민감성): 79.02%
 Top 10 features are resemble to the doctor’s TCFA decision standards
It is a device that can record the eye condition regularly or irregularly. It can
compare and analyze the photographed video information with the database
of existing eye diseases, and also can receive remotely from the experts
through the transmission of photographed information. It is a device that can
contribute to the activation of remote medicine in preventive medicine.
function
• Measurement of eye disease
Characteristic
• Measures of cataract, glaucoma, dry eye syndrome
Advantages
• Cheap manufacturing unit price
• Wearable device
• Compatible with all smartphones
• The world's first universal eye disease imaging device
• Optimized for preventive medicine and smart healthcare

Smart Healthcare
YBRAIN Smart Healthcare Products
MINDD & Migraine
MINDD & Migraine
MINDD Services - UDI-enabled
medical device & services for
depression
Migraine Mobile Service
Monitors in Real-Time
MINDD Web dashboard loads patients’ treatment data and
shows doctors each patients’ treatment progress to help
MINDD Mobile helps at-home treatment. It helps patients
monitor their treatment status and check their progress.
MINDD Next Release
- Mood prediction with activity logs
- Location & mood-aware social event recommendations
(South Korea only available)
- Full interaction with MINDD module
Keep Track of Your Migraine
1.Migraine Diary: Recognize the patterns of your migraine headache
attacks by keeping the daily and attack diaries.
2.Calendar: Check out what you have recorded on your diaries, and
also see the overall picture of your monthly migraine attacks.
3.Self-Check: Measure the quality of life with migraine, the impact
your headaches have on your life, and the effectiveness of
treatments.
Migraine Next Release
- HIPAA compliance for safe & secure data
management
- Semi-automatic filling-in diary feature via analysis of
activity & environment tracking logs
- Discovery of relief & trigger factors of your migraine
- Medical device traceability by UDI
- UDI enabled by GS1
- Traceability from manufacturing factory to home

Smart City
GS1 Beacon - Connect and Find Services
Overview (앱하나로 모든 사물 서비스 연결 플랫폼)
GS1 Beacon Architecture (GS1 비컨 생태계 구조)
 GS1beacon system provide
GS1beacon specification
Define GS1 code ID specification. In Comparison with conventional ID, GS1
code ID is centralized ID system. In addition, it provides multi-IDs over one
beacon.
ONS based beacon service discovery
By using GS1 Code and ONS, customer obtains multiple service s records
that provides location, coupon, information, and etc.
ONS based Beacon Service Discovery (GS1 ONS 기반 서비스 검색)
GS1 Beacon Specification (GS1 비컨 포맷)
Smart-home App
 What is a Beacon service?
A low-energy BLE device that emits a signal, broadcast ID to mobile devices,
allowing for the creation of location-specific services.
Popular beacon specification & service provider:
iBeacon (Apple), Eddyston (Google), Estimote, Gimbal.
GS1beacon data
(GTIN:28800001000137)
0x1A3185D442C90x02 0x01 0x1a
AD
Len
AD
Type
LE General
Discoverable
0x14
AD Flags
(3 bytes)
0xFF 0xabcd 0x0001
AD
Len
Application
Identifier (GTIN)
Manufacturer specific data
(20 bytes)
0x1A3185D442C70x1F43
GS1Beacon structure 1
(8 bytes)
GS1Beacon structure 2
(8 bytes)
00...000x02 0x0A
AD
Len
0x00
AD Tx power
(3 bytes)
AD
Type
AD
Type
Tx power
0 dB
GS1 company
prefix (temperal)
Application
Identifier (GTIN)
Remains
(5 bytes)
GS1beacon data
(GTIN:28800001000135)
Manage beacons
RESL Store
Mo re..
R shoes
Mo re..
E shirt
Mo re..
S pants
Mo re..
BLE Beacon
Smartphone
Beacon Manager
Server for services
1. ID
2. ID
4. Service
3. ID & Service
Limitation of Current Beacon Service (기존 비컨 문제점)
 Three reasons why beacon is
stagnant
Bad User Experience
Beacon Service Applications
Utilization of Beacon
 User Friendly Experience, Integrated
application, multiple service via one
beacon is required to revitalize the market
of beacon service.
 GS1 Beacon specification: advertising data format for GS1beacon
Reference: Application identifier, GS1_General_Specifications.pdf, Section 3. GS1 Application Identifier Definitions
 Beacon Discovery
Infrastructure
GS1 Object Name
Service(ONS) based
beacon service discovery
infrastructure.
It discovers services
hierarchically using GS1
code as searching key.
GS1 Beacon Application and Web (GS1 비컨 서비스 앱)
 GS1 Beacon App: native application using GS1 beacon specification.
Multiple beacons can be scanned simultaneously, and services can be filtered
and cached according to the user's interest. However Application must be
installed through the store.
 GS1 Beacon Web: Web based GS1 beacon using Google Eddystone URL.
Scan one beacon and show related beacon service via web. Does not support
multiple discovery, filtering, and caching, but can use the beacon service without
installing additional smartphone application.
Service Discovery & Filtering Access ServiceGS1beacon ScanningUser Configuration
GS1beacon URL Scanning Web based Service Discovery Access ServiceTest GS1beacon Setting

Smart City
GS1 Smart Transportation
GS1 Global Bus Information System (GS1 국제표준 기반 글로벌 버스 시스템, Internet of Bus)
GS1 Global Smart Parking System (표준기반 스마트파킹)
Drowsiness Detection based on GS1 Standard with Machine Learning
(GS1 표준 기반 졸음운전 인공지능 경고 시스템)
 Overall architecture
Korea
JapanChina
Taiwan
Australia
USA
Brazil
France
German
Globally Federated ONS Peer Roots
UAE, Saudi Arabia
 The overall architecture is designed to be an open and unified smart parking
services for users anywhere they go over different countries and areas.
 With ONS and Area-2-GLNs mapping services, our system can provide mapping
among user’s location, GS1 keys for parking lots in that nearby area, and their
service lists.
Global ONS and Area-2-GS1
Location Number Mapping
Services
User’s location
 Prototyping smart parking app supports
real-time data for 35 parking lots in 9
Korean airports (국내공항) and Busan
cities (부산)
 Parking lots are recommended to users
based on it’s current available spaces
and distance to user’s location.
 Different existing data source could be
easily to integrate through our Existing
Service Manager.
Smart parking App
Event Data
Manager
Master Data
Collector
Event Data
Collector
Data Capturing Layer
Service Interface Layer
ONS Manager
Services
ResourcesExisting Services Smart City Resources
Service Manager
Response
Master Data Event Data
SmartCityPlatform
Master Data
Manager
Meta Data
Collector
Meta Data
Manager
Meta Data
Event Data
Manager
Translator
Query
Manager
Existing Service
Manager
Query
REST HTTP CoAP
Stream Adaptation
Stream Processing
Data Filtering Layer
GS1 Source
Persistence Layer
EPC Information Service
CommonDefinition
GS1IDSystemGPCCBV
Object Name ServiceDiscovery System
Open data based smart city platform (GS1 스마트시티 플랫폼)
Data are collected and integrated in to GS1 standard based IoT platform
 Oliot-GS1 Integration in EU H2020 WISE-IoT Project
 Demonstrate the key
interoperability purpose of
the Smart City architecture
 Able to handle data from
multiple sources & multiple
standards globally
 Provide necessary information about
bus lines, bus stops, and buses in both
Busan (부산) and Santander
(스페인도시)
 Provide real-time information about
buses in both Busan and Santander
 Use Case Approach
 Application
Bus Information Application
(앱하나로 전세계 어느 도시나 여행)
 Demonstration
 Cases
Normal Driving
Momentary drowsiness
Zig-zag steering pattern
One-way direction steering
 Technical Architecture Problem and Solution
Approach 1: EPCIS repositories are synchronized
Approach 2: EPCIS query translator
Key Management  SGTIN: bus_stopId; bus_lineId; bus_estimationId
 SGLN: bus_stop_location; read_points
SGTIN:- urn:epc:id:sgtin:{Company Prefix}:{Item Reference}:{serial No}
e.g.: urn:epc:id:sgtin:88000269.100.167970102
GTIN: KAIST Serial No From Busan BIS
Bus Stop in Busan

GS1 Connected Car
Cherie 2018 Concept Model
Overview
 GS1/Auto-ID Labs Global Innovations Research
Data are collected and integrated in to GS1 standard based IoT platform
(1) Automotive Lifetime Open Data Standards (자동차 데이터 표준)
• GS1 Keys, Vocabularies, EPCIS, Automotive Guidelines
• Standard Data for OEM, Smart City, Government, 3rd Party Service
Providers (eg. Insurance company), Personal In-house Services
(2) Global Automotive Application Service Market (자동차 글로벌 앱 서비스)
• One Click to all the globally available services for your car
• Supporting different languages, countries, and car models
(3) Connect Everything to the Car, Also car to the everything
(자동차 와 사물 자동 연결 서비스 플랫폼)
• Fully Automated Internet of Things Mashup Services
• Samsung’s Gear Fit2 can be your car’s built-in accessories
(4) Infotainment to World Business Connection
(인포테인먼트와 비즈니스의 만남)
• Shopping, Finding Travel information, Seeing Advertisement while
watching your favorite movie or TV program in a car
 Industry Innovations
(1) Vehicle Connected Gateway Next Generation – Hyundai Autron
(차세대 차량용 커넥티드 게이트웨이)
(2) Secure Car Connectivity using Block Chain Technology – Ericsson
(블록체인 기반 글로벌 보안 IoT 연결 서비스)
(3) Create GS1 Video contents and Link and Deliver Services – KMIT
(비디오 엔터테인먼트 컨텐츠와 쇼핑, 관광, 광고 서비스와 연결)
(4) Entertainment goes to Car Infotainment Business – ENT Factory
(엔터테인먼트와 자동차 인포테인먼트 비즈니스와의 만남)
Global Automotive Application Service Market
 One Click to all the globally available services for your car
 Supporting different languages, countries, and car models
Automotive Lifetime Open Data Standards (자동차 데이터 표준)
Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
Global Automotive Application Service Market
(자동차 글로벌 앱 서비스)
 Register and Manage Services
 Discovery Services
 Access Services
 A Man can find available services
in a global manner
 Car wash – do in U.S.
 Car parts – get from Korea
 Access Discovered services
 Language supports
 Data Format Standardizing and Sharing
 GS1 Global Standard
<Each Data Silos>
 GS1 Korea
 Auto-ID Labs, KAIST
 For the Data based
Internet of Things
 Automotive Lifetime Open Data Standards (자동차 데이터 표준)
 GS1 Keys, Vocabularies, EPCIS, Automotive Guidelines
 Standard Data for OEM, Smart City, Government, 3rd Party Service Providers
(eg. Insurance company), Personal In-house Services

GS1 Connected Car
Cherie 2018 Concept Model
Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea
Secure Car Connectivity using Block Chain Tech.– Ericsson
(블록체인 기반 글로벌 보안 IoT 연결 서비스)
Vehicle Connected Gateway Next Generation – Hyundai Autron
(차세대 차량 커넥티드 게이트웨이 플랫폼)
Infotainment to World Business Connection
(인포테인먼트와 비즈니스의 만남)
Connect Everything to the Car, Also car to the everything
(자동차 와 사물 자동 연결 서비스 플랫폼)
Domain
User
Smith App
0000000002.
06614141999997.app.iot.kr
Domain
Marry App
0000000003.
06614141999997.app.iot.kr
Domain
Domain
Ambulance App
0000000001.
06614141999997.app.iot.kr
John App
0000000004.
06614141999997.app.iot.kr
Domain
Patient Browsing App
1234567890.
06614141999996.iot.kr
Domain
IoT Platform
V2X
4G/5G
차량 데이터 관리와 서비스 제공을 위한
‘에이전트’가 탑재된 단말 플랫폼
BT/Wi-Fi
NFC
CAN
CAN-FD
Ethernet
LIN
Service
Agent
Safety
Security
Net
Mgmt
Diag
Mgmt
Routing
GS1 Concept Adoption
In-Vehicle NetworkService Network
 차량 내 영화 등 미디어 시청 중 쇼핑, 여행 정보, 광고 등
서비스 지원
 차량 정보 및 다양한 사물 정보 교환/분석 -> 새로운 서비스
요구 증가
Car Infotainment
Gear fit2
자동 발견
자동 식별
자동 설치
자동 서비스 매시업
 Connect Everything to the Car, Also car to the everything
(자동차와 사물 자동 연결 서비스 플랫폼)
 Fully Automated Internet of Things Mashup Services
 Automated discovery, identification, installation, and mashup
 Samsung’s Gear Fit 2 could be your car’s built-in accessories
 Architecture
 Use case
 Use case

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