k-smartfactory.org 세미나제조업의미래생존전략 - 스마트팩토리실증적구축사례및동향 k-smartfactory.org 세미나제조업의미래생존전략 - 스마트팩토리실증적구축사례및동향 주관 : 주최 : 일시 : 2018 년 3 월 29 일 ( 목 ) 장소 : COEX
|
|
|
- 은하 소
- 4 years ago
- Views:
Transcription
1 k-smartfactory.org 세미나제조업의미래생존전략 - 스마트팩토리실증적구축사례및동향 k-smartfactory.org 세미나제조업의미래생존전략 - 스마트팩토리실증적구축사례및동향 주관 : 주최 : 일시 : 2018 년 3 월 29 일 ( 목 ) 장소 : COEX 3 층컨퍼런스룸 317 호 K 스마트팩토리운영사무국 TEL : / dj@imdp.kr 주관 : 주최 :
2 K-SmartFactory.org 세미나 제조업의미래생존전략 스마트팩토리실증적구축사례및동향 일시 2018년 3월 29일 ( 목 ) 13:30~17:00 장소 COEX 3층컨퍼런스룸 (317호) 일자세미나내용비고 13:00~13:30 참가자접수 13:30~14:30 인공지능기반의예지정비기술사례 14:30~15:30 생존을위한중소 중견기업의스마트팩토리추진방안 한국인더스트리 4.0 박한구대표 ENW 손경수대표 15:30~15:50 Coffee Break 15:50~16:50 중소 중견기업의제조혁신과스마트팩토리추진사례 EPM 솔루션즈박정윤대표 16:50~ 폐회
3 인공지능기반의예지정비기술사례 한국인더스트리 4.0 박한구대표 K-SmartFactory.org 세미나
4 1 Professional Experience CEO) POSCO POSCO POSCO 2
5 3 4
6 5 6
7 + A A1 A11 A12 A13 A111 A112,, A2 A21 A3 A22 A113 An 7 8
8 Predictive Maintenance
9 PRECOGNIZE (beta) + ( ) 2 3~4 ( ) (,)
10 Value Specific prediction Control Trending. 50 Pure ML (failed) Technology evolution IoT.( )
11 Precognize Machine Learning Historical data Precognize ( ) ( tn ) tag1 tag2 Normality clusters tag3 t N Unsupervised process tag4 distance saved Baseline ML Model tagn, \ machine. Based on ISO Standard 19450
12 Machine Learning Engine Graph Analysis Engine Outcome Data anomalies Baseline ML model System Model Clear Alert Historical Data Experts
13 . & 2 (no hardware, read-only) 3 : - 96 % -, ( ) - - 5,000
14 * PRECOG HTTP(S) Historian CSV Export CSV file CSV File SFTP (read-only) Virtual\Physical machine 12 core, 32Gb RAM Browser (Chrome\Firefox) Simple Script via Historian tools or Excel *PRECOG..
15 Predictive Maintenance (cold division) 3,000 4 (Abnormal Operation) 9 (Bad Sensor) 9 (Other) 3 (Part Failure) 4 Ambient Conditions) 3 (Planned Maintenance) 1 29
16 (Flare) : :45 : : Flare event on :45 Cause: Valve malfunction Active from 8/8/2017 No indications from manual observations of the data
17 2 (Flare) PRECOGNIZE, Shut-down,.,.. $ 50,000.,. 2.. PRECOGNIZE 2,500. PRECOGNIZE ( ). $ 100,000 () PRECOGNIZE.
18 ,, Fast Mover. Data Data Plant Mechanical Availability 96% Plant Process Availability (if known) Number times late replacement of cyclone\demisters other sensors caused damage to equipment a year 1 Shutdown costs Risk Costs Labor $ Plant Utilization Average cost of fixing of compressor, pump (parts, manpower) 50,000 $ 75 Average revenues per day ($) 1,250,000 Number of times compressors, pumps and similar parts are being fixed annually Number of annual overhaul days (based on overhaul period) 7 $ Annual Loss ($) 9,500,000 Assumed prevention Rate 50% $ Average cost of regular fix of compressor, pump (parts, workshops) 20,000 Annual Saving ($) $ 4,750,000 Number of Critical Systems without redundancy 30 Assumed reduction of fixing cost in case of early detection for rotating equipment 30% $ Every how many years a failure event happened to Critical Systems 12.5 Reduction of cost of replacement 40,000 $ Estimated Average days for resolution 30 Reduction of fixing costs 450,000 $ Potential Damage per event ($) 37,500,000 $ Assumed prevention rate 50% Cost of annual insurance ($) 5,000,000 Calculated annual damage based on probability ($) $ 1,500,000 Diductable amount ($) $ 6,000,000 Insurance probability of insured event 5% $ Number of people on maintnence team 12 cost of event ($) 20,000,000 Precentage spent on unplanned maintnence 50% Assuming lowering the cost (% of discount) 5% 40.0 Calculated annual saving of deductibles ($) $ 250,000 Average overtime per person (nights, weekends) spent on unplanned maintnenance a month Number of flare events because of operational failure\mistake $ 5 cost of maintenance man\day ($) 720 annually beyond standard Assumed reduction of maintenance work 15% Environmental Assumed cost of each failure event (bad PR, fines, burn of fuels, Assumed reduction of overtime work 30% 10,000 $ and branding energy costs) Annual Saving on maintenance work ($) 162,000 Annual Saving on overtime maintenance work ($) $ 207,360 Assumed percentage of events that can be prevented 50% $ Annual reduction of costs related to flare 25,000 Total Annual Savings 7,384, Damage to rotating equipment that can be prevented or reduced Assumed percentage of prevention of replacement by early detection of cyclone\demisters problems 80%
19 Preparation, Modeling workshop (2 weeks) Cold run (2 weeks) PRECOG (3) Using the Precognize (3 months) 1 VPN 2 < > IT <PRECOGNIZE > - (, ) hanpark07@gmail.com
20 생존을위한중소 중견기업의스마트팩토리추진방안 ENW 손경수대표 K-SmartFactory.org 세미나
21
22
23
24
25
26
27
28
29 중소 중견기업의제조혁신과스마트팩토리추진사례 EPM 솔루션즈박정윤대표 K-SmartFactory.org 세미나
30 4, Copyright UNIST & EPM Solutions. All rights reserved. (,, ). 2 Copyright UNIST & EPM Solutions. All rights reserved.
31 ?? / / / ( ) // / 3 Copyright UNIST & EPM Solutions. All rights reserved. 4 Copyright UNIST & EPM Solutions. All rights reserved.
32 5 Copyright UNIST & EPM Solutions. All rights reserved. Source : 5, ( ) 6 Copyright UNIST & EPM Solutions. All rights reserved.
33 (Key Factors of Digital Transformation) 7 Copyright UNIST & EPM Solutions. All rights reserved. Digital Integration of Value Chain & Supply Chain ( ) Source : EPM Solutions Copyright UNIST & EPM Solutions. All rights reserved.
34 : (3%), ,500 9 Copyright UNIST & EPM Solutions. All rights reserved. 10 Copyright UNIST & EPM Solutions. All rights reserved.
35 11 Copyright UNIST & EPM Solutions. All rights reserved. 12 Copyright UNIST & EPM Solutions. All rights reserved.
36 123,661 (99.4%), 2,530(77,4%) 748(48.3%), 260(51.2%) - OEM? -? - ODM, OBM? -? 13 Copyright UNIST & EPM Solutions. All rights reserved. Source : 14 Copyright UNIST & EPM Solutions. All rights reserved.
37 15 Copyright UNIST & EPM Solutions. All rights reserved. 16 Copyright UNIST & EPM Solutions. All rights reserved.
38 17 Copyright UNIST & EPM Solutions. All rights reserved. 18 Copyright UNIST & EPM Solutions. All rights reserved.
39 19 Copyright UNIST & EPM Solutions. All rights reserved. (2016~2019) Smart Manufacturing Support Platform (SME) Toolkit Learning Center Collaboration Use Case Library,,,,,, (, ) Case 20 Copyright UNIST & EPM Solutions. All rights reserved.
40 OEM ODM OBM Strategy & Plan (1M~) Smart Product & Service (3M~) Smart Factory (Production) (3M~) Business Model Innovation (1M~) Globalization (3M~) -,, - (PM ) - (PM ) (SML) (, ) (,,,, ) - (,, ) - ( ) - - (,,,, ) 21 Copyright UNIST & EPM Solutions. All rights reserved. [4-16 ] [1 : 14 ] 22 Copyright UNIST & EPM Solutions. All rights reserved.
![[ ] [, ]](/docs-images/103/160748807/images/41-0.jpg "23")
41 [ ] [, ] 23 Copyright UNIST & EPM Solutions. All rights reserved. 24 Copyright UNIST & EPM Solutions. All rights reserved.
42 SMC (Sheet Molding Compound) 25 Copyright UNIST & EPM Solutions. All rights reserved.,, 26 Copyright UNIST & EPM Solutions. All rights reserved.
43 /,,. ( ) 27 Copyright UNIST & EPM Solutions. All rights reserved. (Cloud) (16P) 1./ (8P) A. (,, ) D. B. (C/T,, ) (2~4P) (2~4P) (2~4P) (2~4P) C. (,, ) (2~4P) -,, (2~4P) (2~4P) -,,, - (,, ) - (MR) 28 Copyright UNIST & EPM Solutions. All rights reserved.
44 / / / / / / / / * - ( ) - - -,,, (PI) - ( ), QMS - R&D, ( / ) (PLM ) 0.00 * : 4. Level Up (,,, ) 29 Copyright UNIST & EPM Solutions. All rights reserved Copyright UNIST & EPM Solutions. All rights reserved.
45 300% A. (,, ) B. (,, ) C. (,, ) (Cloud) 5 (WIA XF6300) 5 (60T) 31 Copyright UNIST & EPM Solutions. All rights reserved. :,,, GM, FORD, BMW,,,, TATA :,,,,,,,,,,,,, 32 Copyright UNIST & EPM Solutions. All rights reserved.
46 /// ( / ) ( : 10H/D -> 24H/D) - (200% ) - - /// -2 -> 8 () - () 50% -> 95% 33 Copyright UNIST & EPM Solutions. All rights reserved. 34 Copyright UNIST & EPM Solutions. All rights reserved.
47 35 Copyright UNIST & EPM Solutions. All rights reserved. : ( , epmpark@unist.ac.kr) UNIST 4 ( , taeseok.jeong@unist.ac.kr). 36 Copyright UNIST & EPM Solutions. All rights reserved.
48
2013 <D55C><ACBD><C5F0><BC31><C11C>(<CD5C><C885>).pdf
2013 ANNUAL REPORT Contents 006 007 007 008 009 Part 1 016 017 018 019 020 021 022 023 024 025 026 027 028 029 030 031 032 033 034 035 036 037 038 039 040 041 042 043 044 Part 2 048 049 050 051 052 053
untitled
SAS Korea / Professional Service Division 2 3 Corporate Performance Management Definition ý... is a system that provides organizations with a method of measuring and aligning the organization strategy
untitled
Logistics Strategic Planning pnjlee@cjcci.or.kr Difference between 3PL and SCM Factors Third-Party Logistics Supply Chain Management Goal Demand Management End User Satisfaction Just-in-case Lower
04-다시_고속철도61~80p
Approach for Value Improvement to Increase High-speed Railway Speed An effective way to develop a highly competitive system is to create a new market place that can create new values. Creating tools and
BSC Discussion 1
Copyright 2006 by Human Consulting Group INC. All Rights Reserved. No Part of This Publication May Be Reproduced, Stored in a Retrieval System, or Transmitted in Any Form or by Any Means Electronic, Mechanical,
Microsoft PowerPoint - 3.공영DBM_최동욱_본부장-중소기업의_실용주의_CRM
中 규모 기업의 실용주의CRM 전략 (CRM for SMB) 공영DBM 솔루션컨설팅 사업부 본부장 최동욱 2007. 10. 25 Agenda I. 중소기업의 고객관리, CRM의 중요성 1. 국내외 CRM 동향 2. 고객관리, CRM의 중요성 3. CRM 도입의 기대효과 II. CRM정의 및 우리회사 적합성 1. 중소기업에 유용한 CRM의 정의 2. LTV(Life
김기남_ATDC2016_160620_[키노트].key
![김기남_ATDC2016_160620_[키노트].key](/thumbs/85/91488855.jpg "김기남_ATDC2016_160620_[키노트].key")
metatron Enterprise Big Data SKT Metatron/Big Data Big Data Big Data... metatron Ready to Enterprise Big Data Big Data Big Data Big Data?? Data Raw. CRM SCM MES TCO Data & Store & Processing Computational
001지식백서_4도
White Paper on Knowledge Service Industry Message Message Contents Contents Contents Contents Chapter 1 Part 1. Part 2. Part 3. Chapter
엔젤입문 초급자과정
: 2013.12.19 ( ) 18:30 ~ 22:30 : CCVC AAI : : : ( ) < > 1. CCVC - - 2. Access America Fund, LP / AAI - IR 2 1st Class. 1. 1)! -> ->, -> -> -> VC!,! ->. π 2)! < > a. -, b. ( ) c. -,,! < > a. b. c. BM! a.
1.장인석-ITIL 소개.ppt
HP 2005 6 IT ITIL Framework IT IT Framework Synchronized Business and IT Business Information technology Delivers: Simplicity, Agility, Value IT Complexity Cost Scale IT Technology IT Infrastructure IT
PowerChute Personal Edition v3.1.0 에이전트 사용 설명서
PowerChute Personal Edition v3.1.0 990-3772D-019 4/2019 Schneider Electric IT Corporation Schneider Electric IT Corporation.. Schneider Electric IT Corporation,,,.,. Schneider Electric IT Corporation..
SW¹é¼Ł-³¯°³Æ÷ÇÔÇ¥Áö2013
SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING WHITE BOOK : KOREA 2013 SOFTWARE ENGINEERING
PJTROHMPCJPS.hwp
제 출 문 농림수산식품부장관 귀하 본 보고서를 트위스트 휠 방식 폐비닐 수거기 개발 과제의 최종보고서로 제출 합니다. 2008년 4월 24일 주관연구기관명: 경 북 대 학 교 총괄연구책임자: 김 태 욱 연 구 원: 조 창 래 연 구 원: 배 석 경 연 구 원: 김 승 현 연 구 원: 신 동 호 연 구 원: 유 기 형 위탁연구기관명: 삼 생 공 업 위탁연구책임자:
untitled
2005. 6. 11. *, **, ***, * * ** *** Acknowledgement 2005 BTP. 1. 1-1. 1. (Green Logistics) - 90 2 ( - ) EU - ISO 14001 ( ) -, - 3 1. Liberal Return Policy - (South Florida Stock 2000 1000 ) - (,TV, )
슬라이드 1
CJ 2007 CONTENTS 2006 CJ IR Presentation Overview 4 Non-performing Asset Company Profile Vision & Mission 4 4 - & 4-4 - & 4 - - - - ROE / EPS - - DreamWorks Animation Net Asset Value (NAV) Disclaimer IR
15_3oracle
Principal Consultant Corporate Management Team ( Oracle HRMS ) Agenda 1. Oracle Overview 2. HR Transformation 3. Oracle HRMS Initiatives 4. Oracle HRMS Model 5. Oracle HRMS System 6. Business Benefit 7.
歯목차45호.PDF
CRM CRM (CRM : Customer Relationship Management ). CRM,,.,,.. IMF.,.,. (CRM: Customer Relationship Management, CRM )., CRM,.,., 57 45 (2001 )., CRM...,, CRM, CRM.. CRM 1., CRM,. CRM,.,.,. (Volume),,,,,,,,,,
untitled
1996 : 1,500, : 1 2004 : 2,500, : 1.8 1996 280 ( 2,900), 235 2,764 ( 2.9). 1996 : 35,000 ( 4,900), Business Week 465 CEO (stock option ) : 578 ( 81). 2004 : 50,000, CEO : 700 B B A A A A B B Source : M.
(3) () () LOSS LOSS LOSS LOSS (4) = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100
1.,.. 2. (1) Flow + ( ) (2) Flow Flow (LINE) ) (LINE) ModelC/T LOSS DAT A Check Sheet ((%) (T PM) (LOSS) - (3) () () LOSS LOSS LOSS LOSS (4) = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100 = 100
PowerPoint 프레젠테이션
5 2004. 3. . 5.. Input. Output . 5 2004 7,, 1,000 5,. 40 2004.7 2005.7 2006.7 2007.7 2008.7 2011. 1,000 300 100 50 20 20 ( ) 0.01% 0.08% 0.36% 0.96% 3.07% 100% ( ) 5.3%(10.7%) 12.2%(17.3%) 21.9%(26.4%)
` Companies need to play various roles as the network of supply chain gradually expands. Companies are required to form a supply chain with outsourcing or partnerships since a company can not
Service-Oriented Architecture Copyright Tmax Soft 2005
Service-Oriented Architecture Copyright Tmax Soft 2005 Service-Oriented Architecture Copyright Tmax Soft 2005 Monolithic Architecture Reusable Services New Service Service Consumer Wrapped Service Composite
-
World Top 10 by 2030 CONTENTS CONTENTS 02 03 PRESIDENT S MESSAGE 04 05 VISION GOALS VISION GOALS STRATEGIES 06 07 HISTORY 2007 2008 2009 2010 2011 08 09 UNIST POWER 10 11 MPI USTC UNIST UCI UTD U-M GT
歯주5일본문.PDF
ECO 2002-10 2002. 8 5, .. Tel : 3771-0496, Fax : 3771-0110, E-mail : css@fki.or.kr < > 1 5 17. 19. 5 (2002. 5. 23) 22. (2002. 7. 22) 25 5 27. 29. 31. 36. 42 5 45. 47. 51. 52. 53 5 55. 57. 63. 65 . 71.
이제는 쓸모없는 질문들 1. 스마트폰 열기가 과연 계속될까? 2. 언제 스마트폰이 일반 휴대폰을 앞지를까? (2010년 10%, 2012년 33% 예상) 3. 삼성의 스마트폰 OS 바다는 과연 성공할 수 있을까? 지금부터 기업들이 관심 가져야 할 질문들 1. 스마트폰은
Enterprise Mobility 경영혁신 스마트폰, 웹2.0 그리고 소셜라이프의 전략적 활용에 대하여 Enterpise2.0 Blog : www.kslee.info 1 이경상 모바일생산성추진단 단장/경영공학박사 이제는 쓸모없는 질문들 1. 스마트폰 열기가 과연 계속될까? 2. 언제 스마트폰이 일반 휴대폰을 앞지를까? (2010년 10%, 2012년 33%
ecorp-프로젝트제안서작성실무(양식4)
/ / Selling Point Solution Next Business Proposal 1 1 1 review 2 2 2 review Why What How (Service) / Knowledge Asset Library Risk Risk ( ) Risk. Risk Cost
DBPIA-NURIMEDIA
27(2), 2007, 96-121 S ij k i POP j a i SEXR j i AGER j i BEDDAT j ij i j S ij S ij POP j SEXR j AGER j BEDDAT j k i a i i i L ij = S ij - S ij ---------- S ij S ij = k i POP j a i SEXR j i AGER j i BEDDAT
02신현화
Yonsei Business Review Vol. 47, No. 1 (Fall 2010), 151-179 David vs. Goliath: M&A of HaiTai Confectionery and Foods Co. by Crown Confectionery Co. Hyun-Han Shin** 2004 10 Korea Confectionary Holdings NV
歯RCM
Reliability Centered Maintenance Page 2 1.,,,. Mode Component, Sub-system, System, System. Reliability Centered Maintenance :, program? Mechanism Page 3 Page 4. Mode Mode () () (FMEA) (FTA) (LTA) System
Manufacturing6
σ6 Six Sigma, it makes Better & Competitive - - 200138 : KOREA SiGMA MANAGEMENT C G Page 2 Function Method Measurement ( / Input Input : Man / Machine Man Machine Machine Man / Measurement Man Measurement
歯1.PDF
200176 .,.,.,. 5... 1/2. /. / 2. . 293.33 (54.32%), 65.54(12.13%), / 53.80(9.96%), 25.60(4.74%), 5.22(0.97%). / 3 S (1997)14.59% (1971) 10%, (1977).5%~11.5%, (1986)
<C1B6BBE7BFF9BAB85F323031352E30312E687770>
SPA사업모델 부상이 국내 의류 및 유통업에 미치는 영향과 시사점 Ⅰ. 의류업의 개요 Ⅱ. SPA의 개념과 부상배경 Ⅲ. SPA 브랜드 부상에 따른 관련 업종의 변화 Ⅳ. 시사점 Ⅰ 의류업의 개요 국내 의류업의 규모와 현황 (산업규모) 12년 국내 의류업은 317억달러 규모로 4-12년 연평균 8.34% 성장 - 11년 이후 국내 생산은 감소하고
Æí¶÷4-¼Ö·ç¼Çc03ÖÁ¾š
솔루션 2006 454 2006 455 2006 456 2006 457 2006 458 2006 459 2006 460 솔루션 2006 462 2006 463 2006 464 2006 465 2006 466 솔루션 2006 468 2006 469 2006 470 2006 471 2006 472 2006 473 2006 474 2006 475 2006 476
#KM-250(PB)
PARTS BOOK FOR 1-NEEDLE, STRAIGHT LOCK-STITCH MACHINE SERIES KM-250AU-7S KM-250AU-7N KM-250A-7S KM-250A-7N KM-250B-7S KM-250B-7N KM-250BH-7S KM-250BH-7N KM-250BL-7S KM-250BL-7N KM-250AU KM-250A KM-250B
20121217--2012년AQM보고서_Capss2Smoke-자체.hwp
11-148523-1331-1 대기모델링 정보지원 시스템을 위한 표준자료 구축 연구(Ⅱ) - CAPSS2SMOKE 프로그램 개발 기후대기연구부 대기공학연구과 Ⅱ 212 목 차 i 목 차 ii 목 차 iii 목 차 iii Abstract v Ⅰ. 서 론.., (Kim et al, 28). Clean Air Policy Support System (CAPSS).
Á¶´öÈñ_0304_final.hwp
제조 중소기업의 고용창출 성과 및 과제 조덕희 양현봉 우리 경제에서 일자리 창출은 가장 중요한 정책과제입니다. 근래 들어 우리 사회에서 점차 심각성을 더해 가고 있는 청년 실업 문제에 대처하고, 사회적 소득 양극화 문제에 대응하기 위해서도 일자리 창 출은 무엇보다도 중요한 정책과제일 것입니다. 고용창출에서는 중소기업의 역할이 대기업보다 크다는 것이 일반적
시안
ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY GRADUATE SCHOOL OF TECHNOLOGY & INNOVATION MANAGEMENT 울산과학기술원 기술경영전문대학원 http://mot.unist.ac.kr 02 03 Global Study Mission CURRICULUM 2 Practicality Global
PowerPoint 프레젠테이션
CRM Fair 2004 Spring Copyright 2004 DaumSoft All rights reserved. INDEX Copyright 2004 DaumSoft All rights reserved. Copyright 2004 DaumSoft All rights reserved. Copyright 2004 DaumSoft All rights reserved.
DW 개요.PDF
Data Warehouse Hammersoftkorea BI Group / DW / 1960 1970 1980 1990 2000 Automating Informating Source : Kelly, The Data Warehousing : The Route to Mass Customization, 1996. -,, Data .,.., /. ...,.,,,.
Microsoft Word - 오세근
포커스 포커스 스마트산업의 최근 동향과 전망 오세근* 최근 들어 스마트폰으로 대별되듯 스마트제품들이 급증하고 있고 관련산업 또한 급성장하 고 있다. 이에 스마트제품 관련군들을 지칭하는 표현도 스마트경제, 나아가 스마트산업으로 지칭하고 있다. 하지만 아직 스마트산업(Smart Industry)에 대해 명확한 정의가 내려져 있지 않지만 최근 급성장하고 있는 분야이다.
공연영상
한국영화 배급시장의 문제점과 개선방안에 대한 고찰 143 144 한국영화 배급시장의 문제점과 개선방안에 대한 고찰 - 독과점 배급시장을 중심으로 김황재* 23) I. 머리말 II. 한국 영화산업의 배급시장 1. 배급의 개념 2. 한국 영화산업 배급시장의 변화 3. 메이저 배급사의 배급시장 4. 디지털 배급 시스템 III. 한국영화 배급시장의 문제점 1. 독과점
DBPIA-NURIMEDIA
The e-business Studies Volume 17, Number 6, December, 30, 2016:275~289 Received: 2016/12/02, Accepted: 2016/12/22 Revised: 2016/12/20, Published: 2016/12/30 [ABSTRACT] SNS is used in various fields. Although
歯Trap관련.PDF
Rev 1 Steam Trap Date `000208 Page 1 of 18 1 2 2 Application Definition 2 21 Drip Trap, Tracer Trap, 2 22 Steam Trap 3 3 Steam Trap 7 4 Steam Trap Sizing 8 41 Drip Trap 8 42 Tracer Trap 8 43 Process Trap
Oracle Apps Day_SEM
Senior Consultant Application Sales Consulting Oracle Korea - 1. S = (P + R) x E S= P= R= E= Source : Strategy Execution, By Daniel M. Beall 2001 1. Strategy Formulation Sound Flawed Missed Opportunity
13 Who am I? R&D, Product Development Manager / Smart Worker Visualization SW SW KAIST Software Engineering Computer Engineering 3
13 Lightweight BPM Engine SW 13 Who am I? R&D, Product Development Manager / Smart Worker Visualization SW SW KAIST Software Engineering Computer Engineering 3 BPM? 13 13 Vendor BPM?? EA??? http://en.wikipedia.org/wiki/business_process_management,
#KM560
KM-560 KM-560-7 PARTS BOOK KM-560 KM-560-7 INFORMATION A. Parts Book Structure of Part Book Unique code by mechanism Unique name by mechanism Explode view Ref. No. : Unique identifcation number by part
DBPIA-NURIMEDIA
The e-business Studies Volume 17, Number 4, August, 30, 2016:319~332 Received: 2016/07/28, Accepted: 2016/08/28 Revised: 2016/08/27, Published: 2016/08/30 [ABSTRACT] This paper examined what determina
03.Agile.key
CSE4006 Software Engineering Agile Development Scott Uk-Jin Lee Division of Computer Science, College of Computing Hanyang University ERICA Campus 1 st Semester 2018 Background of Agile SW Development
, ( ) 1) *.. I. (batch). (production planning). (downstream stage) (stockout).... (endangered). (utilization). *
, 40 12 (2006 6) 1) *.. I. (batch). (production planning). (downstream stage) (stockout).... (endangered). (utilization). * 40, 40 12 (EPQ; economic production quantity). (setup cost) (setup time) Bradley
#DPK5(PB)(9.8.19)
PARTS BOOK DPK-5 포스트 베드, 1본침 본봉 지그재그 재봉기 Post Bed, Single-Needle Lock Stitch Zig Zag Sewing Machines PME-090929 SunStar CO., LTD. INFORMATION A. Parts Book 구성 Structure of Part Book ① ② ③ ④ ⑤⑥ ⑦ ⑧⑨ ① 관계
원고스타일 정의
논문접수일 : 2015.01.05 심사일 : 2015.01.13 게재확정일 : 2015.01.26 유니컨셉 디자인을 활용한 보행환경 개선방안 연구 A Study on Improvement of Pedestrian Environment on to Uniconcept Design 주저자 : 김동호 디지털서울문화예술대학교 인테리어실용미술학과 교수 Kim dong-ho
Product A4
2 APTIV Film Versatility and Performance APTIV Film Versatility and Performance 3 4 APTIV Film Versatility and Performance APTIV Film Versatility and Performance 5 PI Increasing Performance PES PPSU PSU
data_041222.hwp
웹폴더 서버 가 입 자 1 가 입 자 2 가 입 자 n 서버 소유, 유지관리 운영자 사용료 지불 하드 공간 할당 자료 다운로드 자료 업로드 비 가 입 자 ID/PSWD 임시 제공 가 입 자 1 가 입 자 2 가 입 자 n 웹하드 비즈니스 모델(유형 II) 웹폴더 서버 공유폴더 서버 소유, 유지관리 운영자 (C) 직접 운영 제휴 등 소핑몰 자 료
<4D F736F F D20955C955C8E8682C697A0955C8E8693E091A42E646F63>
MFCA WG MFCA MFCA MFCA SC MFCA IMU10/23 10/25Prof. Dr. Bernd Wagner Dr. Markus StrobelIMU Dr. Strobel Rohleitungsbau Süd 10/23Mr. Edwin Ferhadbegvic Merckle-ratiopharm 10/24Mr. Mullhauser, Mr. Wenger PCI
Agenda I. What is SRM? II. Why SRM? Trend, III. Function / To-be - IV. V. Critical Success Factor 2
(Procurement Engineering) - Engineering Introduction & Case study 2006. June 8 th Yoon-chang So / IBM GBS Agenda I. What is SRM? II. Why SRM? Trend, III. Function / To-be - IV. V. Critical Success Factor
2017 1
2017 2017 Data Industry White Paper 2017 1 1 1 2 3 Interview 1 4 1 3 2017IT 4 20161 4 2017 4 * 22 2017 4 Cyber Physical SystemsCPS 1 GEGE CPS CPS Industrial internet, IoT GE GE Imagination at Work2012
Old View of the World (,,, ). 2
Supply Chain Management / Logis5cs 1 Old View of the World (,,, ). 2 Ver5cal Integra5on ( ) (Ford) Rouge Plant (Toyota ) ( ),,,,,,,...,,, 1927 Model A 15 15,000,000 120,000 3 Old View of the World 7-Eleven
편의점 리플렛.indd
LG 24 http://www.lge.co.kr Copyright 2011 LG Electronics. All rights reserved. reen mart Store SMART PRODUCT LINE-UP Green Smart Store Green Save MART SMART STORE Green Smart Store 04 / 05 SMART PRODUCT
PowerPoint 프레젠테이션
CRM Data Quality Management 2003 2003. 11. 11 (SK ) hskim226@skcorp.com Why Quality Management? Prologue,,. Water Source Management 2 Low Quality Water 1) : High Quality Water 2) : ( ) Water Quality Management
#KLZ-371(PB)
PARTS BOOK KLZ-371 INFORMATION A. Parts Book Structure of Part Book Unique code by mechanism Unique name by mechanism Explode view Ref. No. : Unique identifcation number by part Parts No. : Unique Product
KM-380BL,BLB(100908)
PARTS BOOK KM-380BL KM-380BLB KM-380BL KM-380BLB MODEL FOR HEAVY MATERIAL KM-380BL CYLINDER-BED TYPE, 1-NEEDLE UNISON FEED, VERTICAL LARGE HOOK, LOCK-STITCH MACHINE. KM-380BLB CYLINDER-BED TYPE, 1-NEEDLE
PowerPoint 프레젠테이션
3PL (IBM BCS Korea, SCM Service Line) Agenda 3PL 3PL 3PL 3PL 3PL 3PL LSP * LLP * 3 PL 4 PL ** Multi Locations + / Pan Regional IT, IT /,, Total Supply Chain * LSP: Logistics Service Provider, LLP: Lead
547-8( 307 ) TEL (02)458-3078, 3079 / FAX (02)458-3047, 3077 Homepage http://www.kiche.or.kr / E-mail : kiche@kiche.or.kr NICE NICE 2006 26 ( ) 16:30~18:40 16:30~17:50 18:00 27 ( ) A B C D E F 08:30
#KM-340BL
PARTS BOOK KM-340BL 고속 1본침 본봉 상하송 재봉기 High Speed, 1-Needle, Upper and Lower Feed Lock Stitch Machine W/Large Hook PME-100707 SunStar CO., LTD. INFORMATION A. Parts Book Structure of Part Book Unique code
08SW
www.mke.go.kr + www.keit.re.kr Part.08 654 662 709 731 753 778 01 654 Korea EvaluationInstitute of industrial Technology IT R&D www.mke.go.kr www.keit.re.kr 02 Ministry of Knowledge Economy 655 Domain-Specific
동강바 반과람 자물과 를고구 꿈기름 꾸같 다이 소 중 한 風 02 letter from CEO... 이용재 한국투자밸류자산운용 대표이사 인사말 雲 Part 1 우리는 동반자, 더불어 함께 02 Life Partner 1... 함께 구르는 돌 소설가 조정래 시인 김초혜
10년투자펀드, 이제 4년을 달려왔습니다. 앞으로도 변함없이 쉬지 않고 달려갈 것입니다. 자산운용보고서 제16호 2010 annual report 자산운용보고서 제16호 2010 10년투자펀드 annual report 비록 먼 길이지만 좋은 길동무와 함께라면 멀게 느껴지지도, 지겹게 느껴지지도 않을 것입니다. 고객들과 함께 가는 그 길이 즐겁고 희망에 찬 길이
정보기술응용학회 발표
, hsh@bhknuackr, trademark21@koreacom 1370, +82-53-950-5440 - 476 - :,, VOC,, CBML - Abstract -,, VOC VOC VOC - 477 - - 478 - Cost- Center [2] VOC VOC, ( ) VOC - 479 - IT [7] Knowledge / Information Management
untitled
15 Patterns of Creative Process Redesign J. Ray Cho Abstract Process Innovation (PI) is a fundamental rethinking and redesign of business processes to achieve improvements in critical contemporary measures
ecorp-프로젝트제안서작성실무(양식3)
(BSC: Balanced ScoreCard) ( ) (Value Chain) (Firm Infrastructure) (Support Activities) (Human Resource Management) (Technology Development) (Primary Activities) (Procurement) (Inbound (Outbound (Marketing
Tekla Structures 설치
Tekla Structures 2016 설치 4 월 2016 2016 Trimble Solutions Corporation 목차 1 Tekla Structures 설치... 3 1.1 Tekla Structures 설치 기본 요건... 5 1.2 Tekla Structures 설치 폴더... 6 2 Tekla Structures 설치... 9 2.1 Tekla
06_±è¼öö_0323
166 167 1) 2) 3) 4) source code 5) object code PC copy IP Internet Protocol 6) 7) 168 8) 9)10) 11) 12)13) / / 14) 169 PC publisher End User distributor RPG Role-Playing Game 15) FPS First Person Shooter
歯김한석.PDF
HSN 2001 Workshop Session IX Service Providers and Business Model Future Business Models for Telecom Industry 1. Internet Economy 2. E-business 3. Internet Economy 4.? 1 1. Internet Economy 1.1 Internet
#KM-235(110222)
PARTS BOOK KM-235A/B INFORMATION A. Parts Book Structure of Part Book Unique code by mechanism Unique name by mechanism Explode view Ref. No. : Unique identifcation number by part Parts No. : Unique Product
....01-02....
Korea Export Insurance News 0102 2005 News Focus Korea Export Insurance News C O N T E N T S 02 03 04 06 09 10 11 12 14 15 16 19 20 22 23 24 26 02 2005 01+02 _Korea Export Insurance News Korea Export Insurance
¾Ö´º¾ó¸®Æ÷Æ®(2010)1.ps
2011. 3 1987 1990 2005 think-tank R&D 2010 Annual Report 2010 2010 2011 HFG HFG Compliance Officer Dream Society TOP 50 think-tank 2010 Annual Report 2011 3 1 004 2 005 006 007 3 008 009 010 4 5 011 1
ETL_project_best_practice1.ppt
ETL ETL Data,., Data Warehouse DataData Warehouse ETL tool/system: ETL, ETL Process Data Warehouse Platform Database, Access Method Data Source Data Operational Data Near Real-Time Data Modeling Refresh/Replication
레이아웃 1
i g d e d mod, t d e d e d mod, t e,0 e, n s,0 e,n e,0 Division of Workers' Compensation (2009). Iowa workers' compensation manual. Gamber, E. N. & Sorensen, R. L. (1994). Are net discount rates stationary?:
<313630313032C6AFC1FD28B1C7C7F5C1DF292E687770>
양성자가속기연구센터 양성자가속기 개발 및 운영현황 DOI: 10.3938/PhiT.25.001 권혁중 김한성 Development and Operational Status of the Proton Linear Accelerator at the KOMAC Hyeok-Jung KWON and Han-Sung KIM A 100-MeV proton linear accelerator
Issue Note 2014. 07. 21 자동차 부품 [Neutral] 특허공개 이면에 숨겨진 테슬라의 수익 모델 테슬라의 수익모델은 제품 이 아닌 충전 인프라 일 가능성 높아 양희준 자동차 (02) 3215-7537 hj.yang@bsfn.co.kr 특허를 공개하면서까지 전기차 시장의 성장을 이끌어 내려는 이유는? 테슬라의 CEO Elon Musk는 자사의
歯CRM개괄_허순영.PDF
CRM 2000. 8. KAIST CRM CRM CRM CRM :,, KAIST : 50%-60%, 20% 60%-80%. AMR Research 10.. CRM. 5. Harvard Business review 60%, 13%. Michaelson & Associates KAIST CRM? ( ),,, -,,, CRM needs,,, dynamically
14 경영관리연구 제6권 제1호 (2013. 6) Ⅰ. 서론 2013년 1월 11일 미국의 유명한 경영전문 월간지 패스트 컴퍼니 가 2013년 글로벌 혁신 기업 50 을 발표했다. 가장 눈에 띄는 것은 2년 연속 혁신기업 1위를 차지했던 애플의 추락 이었다. 음성 인식
애플의 사례를 통해 살펴본 창조적 파괴 13 경영관리연구 (제6권 제1호) 애플의 사례를 통해 살펴본 창조적 파괴 박재영 이맥소프트(주) 부사장 슘페터가 제시한 창조적 파괴는 경제적 혁신과 비즈니스 사이클을 의미하는 이론이며, 단순하게 는 창조적 혁신을 의미한다. 즉 혁신적 기업의 창조적 파괴행위로 인해 새로운 제품이 성공적으로 탄생하는 것이다. 이후 다른
(Table of Contents) 2 (Specifications) 3 ~ 10 (Introduction) 11 (Storage Bins) 11 (Legs) 11 (Important Operating Requirements) 11 (Location Selection)
SERVICE MANUAL (Table of Contents) 2 (Specifications) 3 ~ 10 (Introduction) 11 (Storage Bins) 11 (Legs) 11 (Important Operating Requirements) 11 (Location Selection) 12 (Storage Bins) 12 (Ice Machine)
Business Agility () Dynamic ebusiness, RTE (Real-Time Enterprise) IT Web Services c c WE-SDS (Web Services Enabled SDS) SDS SDS Service-riented Architecture Web Services ( ) ( ) ( ) / c IT / Service- Service-
F1-1(수정).ppt
, thcho@kisaorkr IPAK (Information Protection Assessment Kit) IAM (INFOSEC Assessment Methodology) 4 VAF (Vulnerability Assessment Framework) 5 OCTAVE (Operationally Critical Threat, Asset, and Vulnerability
Data Industry White Paper
2017 2017 Data Industry White Paper 2017 1 3 1 2 3 Interview 1 ICT 1 Recommendation System * 98 2017 Artificial 3 Neural NetworkArtificial IntelligenceAI 2 AlphaGo 1 33 Search Algorithm Deep Learning IBM
2016_Company Brief
1MILLIMETER Creative Agency / Tiny Make Big. Copyrights all-rights reserved. 2016/1-mm.net 1MILLIMETER // Copyright all-rights reserved. 2016/1-mm.net Distance Between You & Us & Tiny Make Big 1MILLIMETER
슬라이드 1
IT Driving Your Business Innovation-Accelerating ILM Driving Your Business Innovation-Accelerating ILM I. I (Social Responsibility Chain) () (),,.. 3 I 4 I.. - -,. - -.. - - 5 I Enron: ranked 6th in 02
IBM 기업가치연구소 IBM 글로벌 비즈니스 서비스는 IBM 기업가치연구소의 다양한 연구 결과를 바탕으로 주요 공공 기관 및 민영 기업의 경영진에게 사실에 입각한 전략적 동향 및 통찰력을 제공합니다. 본 경영진 보고서는 IBM 연구 팀의 심층 조사 결과를 기반으로 작성
IBM GLOBAL BUSINESS SERVICES Executive Report Procurement IBM 기업가치연구소 최고 구매 책임자(CPO) 연구 Procurement Excellence를 통한 경쟁력 강화 방안 49 IBM 기업가치연구소 IBM 글로벌 비즈니스 서비스는 IBM 기업가치연구소의 다양한 연구 결과를 바탕으로 주요 공공 기관 및 민영
슬라이드 제목 없음
(Electronic Commerce/Electronic Business) ( ) ,, Bio Bio 1 2 3 Money Money ( ) ( ) 4025 39 21 25 20 13 15 13 15 17 12 11 10 1 23 1 26 ( ) 1 2 2 6 (1 3 ) 1 14:00 20:00 1 2 1 1 5-6 4 e t / Life Cycle (e-commerce)
04_이근원_21~27.hwp
1) KIGAS Vol. 16, No. 5, pp 21~27, 2012 (Journal of the Korean Institute of Gas) http://dx.doi.org/10.7842/kigas.2012.16.5.21 실험실의 사례 분석에 관한 연구 이근원 이정석 한국산업안전보건공단 산업안전보건연구원 (2012년 9월 5일 투고, 2012년 10월 19일
0125_ 워크샵 발표자료_완성.key
WordPress is a free and open-source content management system (CMS) based on PHP and MySQL. WordPress is installed on a web server, which either is part of an Internet hosting service or is a network host
Microsoft Word - WRAP-Korean-Latest.doc
건강 회복 실천 계획 박사 메리 엘렌 코플랜드 Mary Ellen Copeland, PhD Complimentary Copy KOREAN VERSION 이 책의 번역은 와이테마타 지역 보건부 산하 아시안 정신 건강과 문화지원 종합서비스 팀의 아래 명기된 인물들에 의해 완성 되었습니다. This book is translated by the people who
about_by5
WWW.BY5IVE.COM BYFIVE CO. DESIGN PARTNERS MAKE A DIFFERENCE BRAND EXPERIENCE CONSULTING & DESIGN PACKAGE / OFF-LINE EDITING CONSULTING & DESIGN USER EXPERIENCE (UI/GUI) / ON-LINE EDITING CONSULTING & DESIGN
OP_Journalism
1 non-linear consumption 2 Whatever will change television will do so by re-defining the core product not just the tools we use to consume it. by Horace Dediu, Asymco 3 re-defining the core product not
리텀 백서 새로저장-작은용량
White Paper Ver 1.00 Initial Date : 09 May. 2018 Last Date : 07 July. 2018 Copyright 2018 RETURM FOUNDATION LTD. All rights reserved Contents 2 Copyright 2018 RETURM FOUNDATION LTD. All rights reserved
2._인재육성형_중소기업_지정제도_운영요령.hwp
인재육성형 중소기업 지정제도 운영요령 제정 2014. 7. 22. 중소기업청 고시 제2014-46호 제1조(목적) 이 운영요령은 인재육성형 중소기업 지정제도의 운영을 위하여 중소기업 인력지원 특별법 시행령 제17조의2에서 위임된 사 항과 기타 필요한 사항을 정함을 목적으로 한다. 제2조(정의) 이 운영요령에서 사용하는 용어의 정의는 다음과 같다. 1. 인재육성형
untitled
2006 517 ICS KS X ISO 2006 Transport Protocol Experts Group(TPEG) TPEG specifications CTT(Congestion and TravelTime Information) TPEG()., TPEG Part TPEG. TPEG TPEG TDC(Transparent Data Channel). (Digital