This presentation introduces the concept of Machine Learning and then discusses how Machine Learning is being used in the Predictive Maintenance domain.
It is a fact that RPA is dominating the business world, freeing employees from repetitive, manual tasks, and making business processes more efficient and productive.
To share our passion and expertise for automation, we created a handy RPA guide to demonstrate how businesses can benefit from RPA and do automation right.
Some of the questions that are covered:
What is RPA?
What are the benefits of RPA?
RoboticProcessAutomation (RPA) or Artificial Intelligence (AI)?
This presentation introduces the concept of Machine Learning and then discusses how Machine Learning is being used in the Predictive Maintenance domain.
It is a fact that RPA is dominating the business world, freeing employees from repetitive, manual tasks, and making business processes more efficient and productive.
To share our passion and expertise for automation, we created a handy RPA guide to demonstrate how businesses can benefit from RPA and do automation right.
Some of the questions that are covered:
What is RPA?
What are the benefits of RPA?
RoboticProcessAutomation (RPA) or Artificial Intelligence (AI)?
Identify flaws, mistakes and errors in the process, plan or projects with the help of Poka Yoke PowerPoint Presentation Slides. Use this technique of preventing any mistakes by designing a process, equipment or tool so that the operation or project can be executed without any failure. Eliminate the scope of error, spend less time on training workers, delete many operations related to quality control, immediate control when a problem occurs using Poka Yoke PPT templates. This error proofing PowerPoint slides can help you detect and correct the mistakes immediately before reaching the customers. This deck covers templates of various types of Poka Yoke PPT techniques to help you find the error. Use this deck to highlight a defect so that it does not damage the entire operation. Incorporate mistake proofing PowerPoint templates to not let an error to be passed to the next process. This complete presentation is completely customizable. You can edit the templates as per your requirement. Edit color, text, icon and font size as per your need. Download Poka Yoke PowerPoint presentation slides to avoid any mistakes or errors for your next operation or process. Develop their interest with our Poka Yoke Powerpoint Presentation Slides. Increase the degree of enthusiasm they feel.
New Dynamics 365 Implementation Guide - Available for downloadDynamics Square
Almost 700 pages of insights and guidance around strategy, initiation, implementation, preparation and operation, Contact us for Dynamics 365 Implementation: https://www.dynamicssquare.com.au/dynamics-365/
RPA Developer Roles and Responsibilities | RPA Developer Training | RPA Tutor...Edureka!
** RPA Training - https://www.edureka.co/robotic-proces... **
This Edureka PPT on "RPA Developer Roles and Responsibilities" will help you to know the various Roles and Responsibilities of RPA Developer. Below are the topics covered in this RPA Developer Roles and Responsibilities PPT:
· RPA Developer Roles and Responsibilities
· Process Designer – Responsibilities, Job Description, Skills and Salary
· Automation Architect – Responsibilities, Job Description, Skills and Salary
· Production Manager – Responsibilities, Job Description, Skills and Salary
Follow us to never miss an update in the future.
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
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Feature Engineering in H2O Driverless AI - Dmitry Larko - H2O AI World London...Sri Ambati
This talk was recorded in London on October 30th, 2018 and can be viewed here: https://youtu.be/d6UMEmeXB6o
In his talk Dmitry is going to cover common feature engineering techniques used to build robust machine learning models as well as some not widely known/used approaches.
Bio: Senior Data Scientist at H2O.ai, Dmitry Larko also is a former #25 Kaggle Grandmaster and loves to use his machine learning and data science skills in Kaggle Competitions and predictive analytics software development. He has more than 15 years of experience in information technology. Post his masters in computer information systems from Krasnoyarsk State Technical University (KSTU), he started his career in data warehousing and business intelligence and gradually moved to big data and data science. He holds a lot of experience in predictive analytics in a wide array of domains and tasks. Prior to H2O.ai, Dmitry held the position of SAP BW Developer at Chevron, Data Scientist at EPAM, and that of Lead Software Engineer with the Russian Federation.
2022 Test Automation Trends You Need to KnowApplitools
Test automation is evolving. Many of the latest trends in automated testing are not just around automating functional tests; it now includes non-functional, resilience testing, telemetry, and much more.
In this webinar, discover some of the top trends Joe Colantonio, Founder of TestGuild, has gleaned from interviewing some of the top software engineers this year.
Don’t be caught off guard in the new year. Find out what skills your team should be focused on for both personal development and organizational competitiveness.
Join Joe to discuss some critical testing topics that will dominate the test automation space in 2022.
Ecolibrium Energy provides predictive maintenance system. Predictive maintenance technologies and sensors help in smoother functionality. Visit us for more info on predictive maintenance software.
Improving facility management process with robust CMMS/CAFMOwoeye Johnson
Explained how a robust computerized maintenance management system such as Instanta CMMS by www.sysservesolutions.com can improve your facility management activites.
With Instanta CMMS you can:
Provide a simple online interface for end users to submit maintenance requests.
Easily create, assign, cost, and monitor work orders.
Objectively appraise vendors & technicians performance using criteria such as SLA compliance, job satisfaction rating and frequency of repeated jobs.
Track facilities and assets maintenance history and cost.
Receive automated reminders for planned preventive and predictive maintenance.
Perform stock inventory, track material usage and reorder levels.
Receive and track end user feedbacks and job satisfaction ratings.
Easily collaborate with all stakeholders via SMS and Email.
Visit www. sysservesolutions.com to request demo.
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제품 설계에서 제조 프로세스까지 하나의 통합 플랫폼으로 운영해 보세요. 오토데스크는 클라우드 기반 3D 모델링, CAD, CAM, CAE 및 PCB 통합 소프트웨어 플랫폼 Fusion 360을 통해, 제조 과정에서 발생하는 과제들을 해결하는 것은 물론, 한 번 클릭으로 우수한 생산성부터 비용 절감, 환경 영향 최소화까지 이룰 수 있는 제조의 미래를 만들 수 있도록 돕고 있습니다.
#2022년 Fusion 360 (퓨전 360) 소개자료
Identify flaws, mistakes and errors in the process, plan or projects with the help of Poka Yoke PowerPoint Presentation Slides. Use this technique of preventing any mistakes by designing a process, equipment or tool so that the operation or project can be executed without any failure. Eliminate the scope of error, spend less time on training workers, delete many operations related to quality control, immediate control when a problem occurs using Poka Yoke PPT templates. This error proofing PowerPoint slides can help you detect and correct the mistakes immediately before reaching the customers. This deck covers templates of various types of Poka Yoke PPT techniques to help you find the error. Use this deck to highlight a defect so that it does not damage the entire operation. Incorporate mistake proofing PowerPoint templates to not let an error to be passed to the next process. This complete presentation is completely customizable. You can edit the templates as per your requirement. Edit color, text, icon and font size as per your need. Download Poka Yoke PowerPoint presentation slides to avoid any mistakes or errors for your next operation or process. Develop their interest with our Poka Yoke Powerpoint Presentation Slides. Increase the degree of enthusiasm they feel.
New Dynamics 365 Implementation Guide - Available for downloadDynamics Square
Almost 700 pages of insights and guidance around strategy, initiation, implementation, preparation and operation, Contact us for Dynamics 365 Implementation: https://www.dynamicssquare.com.au/dynamics-365/
RPA Developer Roles and Responsibilities | RPA Developer Training | RPA Tutor...Edureka!
** RPA Training - https://www.edureka.co/robotic-proces... **
This Edureka PPT on "RPA Developer Roles and Responsibilities" will help you to know the various Roles and Responsibilities of RPA Developer. Below are the topics covered in this RPA Developer Roles and Responsibilities PPT:
· RPA Developer Roles and Responsibilities
· Process Designer – Responsibilities, Job Description, Skills and Salary
· Automation Architect – Responsibilities, Job Description, Skills and Salary
· Production Manager – Responsibilities, Job Description, Skills and Salary
Follow us to never miss an update in the future.
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Feature Engineering in H2O Driverless AI - Dmitry Larko - H2O AI World London...Sri Ambati
This talk was recorded in London on October 30th, 2018 and can be viewed here: https://youtu.be/d6UMEmeXB6o
In his talk Dmitry is going to cover common feature engineering techniques used to build robust machine learning models as well as some not widely known/used approaches.
Bio: Senior Data Scientist at H2O.ai, Dmitry Larko also is a former #25 Kaggle Grandmaster and loves to use his machine learning and data science skills in Kaggle Competitions and predictive analytics software development. He has more than 15 years of experience in information technology. Post his masters in computer information systems from Krasnoyarsk State Technical University (KSTU), he started his career in data warehousing and business intelligence and gradually moved to big data and data science. He holds a lot of experience in predictive analytics in a wide array of domains and tasks. Prior to H2O.ai, Dmitry held the position of SAP BW Developer at Chevron, Data Scientist at EPAM, and that of Lead Software Engineer with the Russian Federation.
2022 Test Automation Trends You Need to KnowApplitools
Test automation is evolving. Many of the latest trends in automated testing are not just around automating functional tests; it now includes non-functional, resilience testing, telemetry, and much more.
In this webinar, discover some of the top trends Joe Colantonio, Founder of TestGuild, has gleaned from interviewing some of the top software engineers this year.
Don’t be caught off guard in the new year. Find out what skills your team should be focused on for both personal development and organizational competitiveness.
Join Joe to discuss some critical testing topics that will dominate the test automation space in 2022.
Ecolibrium Energy provides predictive maintenance system. Predictive maintenance technologies and sensors help in smoother functionality. Visit us for more info on predictive maintenance software.
Improving facility management process with robust CMMS/CAFMOwoeye Johnson
Explained how a robust computerized maintenance management system such as Instanta CMMS by www.sysservesolutions.com can improve your facility management activites.
With Instanta CMMS you can:
Provide a simple online interface for end users to submit maintenance requests.
Easily create, assign, cost, and monitor work orders.
Objectively appraise vendors & technicians performance using criteria such as SLA compliance, job satisfaction rating and frequency of repeated jobs.
Track facilities and assets maintenance history and cost.
Receive automated reminders for planned preventive and predictive maintenance.
Perform stock inventory, track material usage and reorder levels.
Receive and track end user feedbacks and job satisfaction ratings.
Easily collaborate with all stakeholders via SMS and Email.
Visit www. sysservesolutions.com to request demo.
제품 설계에서 제조 프로세스까지 하나의 통합 플랫폼으로, Fusion 360Daniel Kim
제품 설계에서 제조 프로세스까지 하나의 통합 플랫폼으로 운영해 보세요. 오토데스크는 클라우드 기반 3D 모델링, CAD, CAM, CAE 및 PCB 통합 소프트웨어 플랫폼 Fusion 360을 통해, 제조 과정에서 발생하는 과제들을 해결하는 것은 물론, 한 번 클릭으로 우수한 생산성부터 비용 절감, 환경 영향 최소화까지 이룰 수 있는 제조의 미래를 만들 수 있도록 돕고 있습니다.
#2022년 Fusion 360 (퓨전 360) 소개자료
Agados ABP(Application Building Process) Overview Yongkyoo Park
이 문서는 Agados Platform 기반으로 Application을 Building 하는 프로세스를 정의한 개요 문서입니다.
This document is an overview of the process for building applications based on Agados Platform.
Easy to Build up for your business application.
- HTML5 웹 표준 기반 데이터 그리드로 엑셀과 유사한 기능을 웹상에서 표현할 수 있는 데이터 웹 컴포넌트
- GS인증, 전자정부프레임워크 호환성 인증
- 다양한 필터링, 쇼팅(Sorting) 기능과 그룹핑, 합계/소계 표시 등 약 680여 API 제공
1. 설계 효율 향상 위한
3D 검색기반 부품 공용화
Business Transformation Competency Center
Dassault Systemes
Dohun.kim@3ds.com
2. 공용화 설계 개념
사전 개발한 부품들을 표준화하여 모듈화 한 후 설계 시 조합하며 설계하는 방식으로 부
품 수 및 관리 부품 축소, 개발 원가 Down, 개발 가속화를 목표
2
모듈러 설계
(Modular Design)
일반적인 설계
(Integral Design)
* Modular Design Playbook
모듈 대상
부품 선정
고객
요구사항
정의
기술적
방안 검토
Module
설계
평가 및
여러 사양
개발
적용 or
폐기 판단
모듈 부품
차량 구성
제품 개발 방법 모듈러 설계 방식
• 각 모듈은 독립적 설계가 가능
• 부품 조합으로 완성품 구성개별제품
신규부품
신규설비
커스터마이즈 제품
모듈 부품
기존 설비
3. 부품 표준화/공용화에 대한 이해
부품 표준화/공용화는 기업의 효율성 향상에 직접적으로 기여하는 바가 크므로 기업의
효율성을 향상을 위한 전략적 과제로 취급되어 실행계획을 수립
3
비즈니스 효과
• 제품원가 절감
• 제품개발 비용 절감
• 제품개발 기간 단축
(Faster time to Market)
• 제품 품질 향상
• 생산 효율성 향상
비즈니스 영향도
• Material cost 절감
• Logistics 간소화
• 검증단계 단축 (prototypes/
testing)
• 검증된 기술의 적용 (Proven
product technology and
content in products)
• 제품개발 단계의 불확실성
제거
• 설계변경 감소
• 일관된 업무 수행
• 지적 자산의 활용
표준화/공용화 추진 과제
• Platform 공용화
• Systems/sub-systems 공용화
• Modularization
• 부품 표준화
• 개발환경 표준화 (infrastructure/
tools)
• 프로세스 표준화 (제품개발/생산)
• 업무 표준화 (functional activity
based)
• 제품 기능 재활용
• 지적 자산 재활용
4. 3D 형상검색 활용 목적
3D 형상검색을 통한 제품 품질 경쟁력 확보, 원가 절감으로 기업의 경쟁력을 확보
EXALEAD Onepart
공용화를 통한 부품 물량 확대로
재료비/투자비 절감
검증된 부품 사용으로 제품
품질/개발 효율 향상
부품 수 및 관리 부품수 감소로
관리 비용 절감
품질 경쟁력 확보
부품 수 감소 및
원가 절감
표준품 & 분류체계
• 부품, 문서, 다른 제품 data의
분류를 위한 회사만의 특정
library 생성 및 관리
• 체계적인 분류체계를 지원,
쉬운 검색 기능을 통한
축적된 자산의 재사용
Unit Catalog 관리
• 공용화 단위 Parts 관리
• Portfolio 기반의 Parts
Master Data 구성
공용화 Master List 관리
• 공용화율 KPI
• 실시간 공용화 정보 조회
• PDM, Pre-BOM 시스템 연계
공급업체 & 원가 관리
• 제품 및 서비스의 Strategic
Sourcing
• Negotiation 관리
• 비용을 절감하고 RFQ
process를 통하여 time to
market을 개선
4
5. 기존 Part 재활용을 위한 고민
5
Part Number를 모를 경우, 내가 원하는 스펙의
Part를 어떻게 찾지?
내가 원하는 Part를 알고 있는 키워드를 통해 쉽고
빠르게 찾을 수는 없을까?
CAD를 통하지 않고, 검색된 Part의 형상정보를 바로
확인 할 수는 없을까?
원하는 설계 데이터의 부품현황을 한눈에 파악할 수는
없을까?
기존 Part 재활용의 어려움 해결방안
구글, 네이버처럼 쉽고, 빠르게 찾을 수는 없을까?
OnePart
6. 3D 형상검색을 활용한 기능
6
One
Part
Robot-automated cross progr
am standardization
Empowered user
for re-use, make or buy decisions
Preferred external
supplier parts
Preferred internal
standard parts
Preferred Parts
for reuse
Knowledgeable sourcing for
procurement performance
7. 활용 프로세스
7
제품 설계
설계 변경
설계 및 변경
대상 식별
부품대상
전수조회
대상 Filtering
대상부품
상세비교/검토
유관문서 및
정보참조
재사용
의사결정
8. 지원 포맷
8
제 품 명 지원 가능한 버전 비 고
CAD Format
CATIA V4, V5, V6
SolidWorks 2D/3D v1 2003 to 2017
AutoCAD DWG & DXF up to 2014
Pro-E R16, WF1 to WF5
Creo 1 & 3
UG/NX 1 to 11
SolidEdge V18 - V20; ST1 – ST9
Inventor 2008 to 2017
Intergraph DGN V7
STEP 3D 3D AP214, AP203.1, AP203.2, AP242.1
IGES 3D v5.2, v5.3
JT v8 to v9.5
PLM
SolidWorks Enterprise PDM 2013 and later
ENOVIA V4, V5, V6
Windchill PDMLink 9.0, 9.1,10.1
Siemens TeamCenter 2005, 2007, 8.1,9.0
In-house
File System, remote & local MS Office, PDF, TXT, …
DBMS Oracle, Mssql, Mysql, DB2 etc
10. EXALEAD Onepart 기능
10
3D Feature 검색
CAD 파일에서 물성치 및 Feature 수량 정
보를 추출하여 검색 가능
물성치 : 무게, 부피, 밀도
Feature 개수 : Hole, body, shaft, chamfer,
thread, pocket, groove
11. EXALEAD Onepart 기능
11
3D 형상비교
사용자가 생각하는 유사부품들을 선택하
여 형상 비교 기능을 제공
사용자가 유사도의 범위를 설정
글자의 색상으로 직관적인 판단
- 회 색 : 동일한 내용
- 검정색 : 유사한 내용
- 붉은색 : 상이한 내용
12. EXALEAD Onepart 기능
12
3D 미리보기
CAD 설치 없이 화면(IE, Crome, Safari)에
서 형상의 미리보기 제공
썸네일, 3D 형상 미리보기 기능 제공
13. EXALEAD Onepart 기능
13
사용자 정의태그
기본적으로 제공되는 필터링 기능외에 사
용자가 직접 정의할 수 있는 사용자 정의
태그를 지정
사용자 정의태그는 복수로 지정이 가능
18. 원가 절감 사례 : 글로벌 OEM 자동차 업체
18
Part Category Simple Normal Complex
New Part €3,300* €16,000* €75,000*
Assumptions: 3 years project + 5 years in production + 15 years in the aftermarket
(12% discount rate)
Including Product Development, Purchasing, Manufacturing and After-Sales Maintena
nce costs
19. 유관부서 활용방안
19
설계 제조 구매 품질 자재 서비스
• 형상 기반 부품 검색
• 부품 특성 확인
• 경량화, 원가절감
• AS 부품 형상 확인
• 리비전 間 형상비교
부서별 부품 형상 관련 업무 흐름 및 패턴
표준화/혁신 부서
• 부품 표준화를 통한 업무 효율화
• VE(Value Engineering)을 위한 부품 원가 절감 방법
• 발주 부품 형상 확인
• 대체품 선별
• 자재 관리 효율화
• 유사 부품 Cleansing
• 단종 부품 처리 방안
20.
21. OnePart의 특징
2D, 3D CAD를 쉽고, 빠르고, 정확한 검색으로 기존 Part 재활용을 극대화해 주는 솔루
션입니다.
21
특징
• 2D, 3D CAD 검색
• Full-Text 검색
• 썸네일, 3D 미리보기
• 3D 유사도 비교
• CAD와 관련문서, 부품 표시
강점
• 멀티 CAD
• 멀티 PDM/PLM
• 직관적이고 편리한 화면 제공
• 용이한 구축과 강력한 보안
• 중복 데이터 제안
22. ROI
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얼마나 많은 부품을 보유하고 계신가요?
얼마나 많은 신규 Part를 생성하십니까?
부품의 중복율은 얼마나 될까요?
신규 Part 생성으로 소요되는 비용이 얼마인가요?
300,000건
1년에 약 1%의 신규 부품을
생성한다면 : 3,000건
중복율 3% : 90
5,000,000원
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ROI 산정 예시
4.5억 절감 예상
(90 * 5백만원)
150 x 50 hours saved = 7,500 hours
150 x sourcing costs
150 x testing costs
150 x administrative costs
…
23. Aerospace Customer Case
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2,500 x
Engineering Costs:
50 hours to design new brackets
Total of : 125 000+ hours, focused on brakets
“45% of an engineer’s time is spent se
arching for or recreating parts.”
Aberdeen Group
10% are exactly similar
250 x 50 hours saved = 12,500 hours
250 x sourcing costs
250 x testing costs
250 x administrative costs
…
24. 프로세스 수립 지원 전략
부품 표준화/공용화 과제가 단발성 업무가 아닌 전사의 지속적인 과제로 추진되기 위해
서는 체계적인 부품 표준화/공용화 관리 및 운용 프로세스의 수립이 필요하고 이를 지원
하는 Framework를 제공합니다.
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• GB 조직과 두산그룹 내부의 광범위한
제품개발 조직 간의 목표를 일치
• 효율적인 부품 표준화/공용화 조직 구성
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• 고품질(시스템,Platform,제품) 확보와
동시에 개발 생산성을 극대화 하기 위한
KPI를 개발하고 지속적으로 관리
• 최상의 Platform 기반 엔지니어링 방법론
• 최상의 제품 개발 계획과 효율적 관리
• 효율적 Platform 및 부품 표준화/공용화를
지원하기 위한 정보기술 도구와 IT 환경
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4
표준화/공용화
관리 및 운영 전략
실행 결과 측정
및 관리
표준화/공용화
프로세스/프로그
램 계획 및 관리
IT Infra.
(전산 환경)
표준화/공용화 Framework
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