Industrial Excellence
|
|
- Karen Gaines
- 6 years ago
- Views:
Transcription
1 Industrial Excellence KPP319 Product and Process Development Mats Jackson, Magnus Wiktorsson,
2 Course objectives The aim of the course is to give the student a deeper knowledge within the context of "Industrial Excellence" and "Competitive Production Systems", how to apply knowledge and model, simulate and analyse industrial processes. The objective is to learn and get experience from an industrial analysis based on the concept of modeling, simulation, animation and analysis. The means in the course is to perform an simulationbased study of an industrial production process, complemented by advanced production system analysis methods, current process and suggested improvements. In a program context of Optimization Problem analysis Simulation
3 Learning objectives After the course, the student should: show ability to critically and systematically integrate knowledge and to make models, simulate, predict and evaluate courses of events, also at limited information show ability to develop and design processes and systems with consideration to sustainable development and peoples conditions and needs A complement to another course - WER043 Extend Sim
4 Course objectives Project Production system analysis - discrete event simulation is to be used for modeling, simulation and analysis of manufacturing process Classroom lectures, seminars and simulation exercises Understanding and application in a project Individual reflection (PM) 5 pages due
5 Course background and motivation Competing through operations Competitive production systems and its ideas, methodologies and tools. Production process development, analysis of processes and methodology for rationalization studies. Methods for and introduction of lean production in modern production systems. Modeling and simulation as tools with focus on discrete event controlled simulation. Design and evaluation of production systems
6 Course plan Examination INL1, 3 credits, PM - literature study INL2, 3 credits, Project report. Marks are set based on results from both project work and project report SEM1, 1.5 credits, Seminar and exercise of simulation Grades 3, 4 or 5 Literature Krajewski & Ritzman Operations Management. Pearson Selected Journal and conference papers
7 Teaching methods The teaching will essentially include lectures, seminars and literature review The course presupposes continuous participation, the students own studies and initiative and that all parts of the course are fulfilled within the time schedule of the course. The participants perform themselves a literature review A group project with 3 persons
8 Individual literature study An individual reflection on future development regarding simulation as a tool within production and logistics management. In a brief PM (max 5 p), reflect and discuss upon following key topics for the future of discrete event simulation: 1. Model size and complexity, future trends 2. Verification and validation techniques 3. Optimization using simulation 4. Parallel and distributed simulation 5. Internet based simulation 6. Human behavior and uncertainty modeling and simulation 7. Possible integration with ERP, PLM etc. Search and refer to sources by your self! PM physical hand in and presentation Max 5 pages reflections and discussion.
9 Project The participants perform in a group of 3 persons a project. A simulationbased study of an industrial production process, complemented by advanced production system analysis methods. A production system analysis focusing an aspects of industrial excellence Develop a logic model as well as a visualized model of the object that is analyzed Simulation using Extend Sim and Visual Components Valid and relevant modeling and analysis to the objective of study. Expected results: Simulation model and analysis Project report hand in Group presentation and
10 Projects Examples on possible projects are: 1. GKN Driveline Köping (f.d. GETRAG) Projekt Fosfatering: Bakgrund: Fosfatering är en ytbehandlingsprocess som vissa av våra produkter går igenom. Kapaciteten i anläggningen har hittills inte varit något problem. Men för att vi ska kunna möta det framtida kundbehovet måste anläggningen optimeras och kapaciteten höjas. Mål: Se över fosfateringsprocessen och komma med förslag på hur vi kan styra materialflödet för att höja kapaciteten i anläggningen. Syfte: Höja kapaciteten i anläggningen för att möte framtida kundbehovet. Projekt Kulpening: Bakgrund: Kulpening är en operation som utförs av ett externt företag som ligger i anslutning till vår fabrik. Materialflödet till och från kulpeningen är inte definierat och inte styrd. Detta bidrar till att vi inte får tillbaka rätt variant i rätt tid i rätt mängd. Mål: Se över flödet till och från kulpening och komma med förslag på hur vi kan styra och dimensionera detta flödet Syfte: Få ett flöde till och från kulpening som är tydlig och väl definierad som underlättar för operatörerna att ta beslut om vad som ska produceras och hur mycket. 2. Leax Ett tillverkningsavsnitt som är fördelat på två separata men likadana flöden. För oss är avsnittet ovanligt då det dels producerar enbart en artikel men även för att de är starkt ihopbyggda flöden med robotar och banor. Dessutom finns duplicerad kapacitet på vissa maskiner i flödet men inte alla. Det är vårt avsnitt för tillverkning av Volvos synkroniseringsringar. Anledningen till att vi väljer synkringarna är att de är starkt i fokus för optimering samt som jag bedömer det bra avgränsat för som studieobjekt. Om det skulle vara så att tanken var flöden med fler artiklar för att simulera ställ och partistorlek så har vi sådana flöden också men då får vi diskutera fram vad som passar då komplexiteten ökar rejält. Målet skulle kunna vara att simulera fram eventuella systemfel dvs de förluster som kommer av hur vi har byggt flödena för att dels se vad vi egentligen kan förvänta oss rent teoretiskt i utfall, men även ge underlag för förbättringar. 3. Build upon previous studies in KPP206 Will be further presented and decided in the lecture
11 Grades Marks are set based on results from both the project work and the individual literature study Grading of individual study based on the extent and quality of the individual reflection, language and writing in PM. Grading of project the validity and relevance of the modeling and simulation of logic as well as visualisation, finally the language and writing of the report.
12 Plan Lectures Litterature study Seminar Project Presentation
13 Course web site Visual Components / 3D Create information: Extendsim information: 13
14 W Date Time Lecturer Room Moment Curriculum :15-16:00 Mats L249 Course intro :15-16:00 Magnus L249 Lecture, Production system design :15-16:00 Magnus L249 Guest lecture :15-16:00 Magnus L249 Lecture, simulation and modeling of a production system :15-16:00 Mats L3115 Lecture, discrete event simulation Johan Ernlund Simulation lab Visual Components Johan Ernlund Simulation lab Visual Components :15-16:00 Mats/ Magnus L3115 Presentation of litterature study :15-16:00 Mats /Magnus L3115 Project review 1 objective and plan :15-16:00 L3115 Guest :15-16:00 Mats /Magnus L3115 Project review 2 - draft model and indata :15-16:00 Mats /Magnus L3115 Project review 3 - validation of model :15-16:00 Mats /Magnus L3115 Project support :15-16:00 Mats /Magnus L3115 Project review 4 results and conclusions from simulation study :15-16:00 Mats /Magnus L3115 Final presentation of project :15-16:00 Mats /Magnus L249 Final presentation of project
15 Visualisation lab Oct 9, Name 15
16 Visualisation lab Oct 12, Name 16
17 Lecture Course plan The course curriculum Schedules and lectures Projects assignment and groups Introduction to the subject What is industrial excellence?
18 Lecture Production system design Production system definition. Value chain models. Terminology. Abstraction levels. Design process. Phases. Steps. Product vs production design. Stake holders. Intro to Req spec s Intro to Modelling methods. Intro to Evaluation/Assessment methods Magnus Wiktorsson
19 Lecture Guest lecturer Farhad Nouruzi simulation study at Volvo CE
20 Lecture Simulation and modeling of a production system Intro to Req spec s Intro to Modelling methods. Intro to Evaluation/Assessment methods Magnus Wiktorsson
21 Lecture Discrete event simulation Simulation projects methodology Examples of simulation projects Case description - examples Mats Jackson
22 or simulation lab An introduction to the software Visual Components The objective is to give an overview of the software and a help to start the projects Johan Ernlund
23 Lecture Presentation of the individual PM An individual reflection on future development regarding simulation as a tool within production and logistics management.
24 Lecture Project review 1 - objective, specification and plan Each team presents: the project objective and system specification project plan Each team gets: Comments, improvements, suggestions
25 Lecture Guest lecturer (to be confirmed) Alternatives Production system consultant Manufacturing simulation provider Researchers on production system design and performance Industrial researchers
26 Lecture Project review 2 - draft model and indata Each team presents: a draft model and required data to fulfill the project objective and system specification Data sources Updated project plan Each team gets: Comments, improvements, suggestions
27 Lecture Project review 3 - validation of model Each team presents: a presentation of the validation of the model input data for validation Updated project plan Each team gets: Comments, improvements, suggestions
28 Lecture Project support Mats Jackson, Magnus Wiktorsson Fady Ibrahim, Erik Hellström
29 Lecture Project review 4 results and conclusions from simulation study Each team presents: a presentation of simulations done The analysis from the simulation runs Results and conclusions Each team gets: Comments, improvements, suggestions
30 Lecture Final presentation of projects. Part 1. Teams presents: Project objective System specification Data sources Validation of the model Experiments Results and Conclusions
31 Lecture Final presentation of projects. Part 2 Teams presents: Project objective System specification Data sources Validation of the model Experiments Results and Conclusions
32 Comments on the course plan The course presupposes continuous participation, the students own studies and initiative and that all parts of the course are fulfilled within the time schedule of the course. Individual initiative is important Self studies Project supervision if needed ask for help
33 To-Dos Enroll to a date for Simulation lab: Start working on your individual PM. Start form Project groups (not urgent)
34 Industrial Excellence?
35 Industrial excellence Decisions, plans, guidelines Competences, Tools Methods Processes Production system design and development Production system operations Competences, Tools Methods Processes Experience, knowledge, data
36 What is a production system?
37 What is a production system? By Edward Burtynsky. DedaChicken Processing Plant, DehuiCity, Jilin Province, 2005.
38 The production system Transformation of input to products, from supplier to customer PRODUCTION SYSTEM Manufacturing Input Suppliers Parts Manufacturing Assembly Product System supplier
39 The Production System Hubka& Eder, 1996 Porter, 1985
40 Arsenaledi Venezia
41 Henry Ford
42 Model T The Model T was a great commercial success, and by the time Henry made his 10 millionth car, 9 out of 10 of all cars in the entire world were Fords. In fact, it was so successful that Ford did not purchase any advertising between 1917 and In total, more than 15 million Model Ts were manufactured, more than any other model of automobile for almost a century. 42
43
44 Toyota Production System
45 What is a competitive production system?
46 Globally increasing manufacturing activity Economic activity within Manufacturing , at constant 1990 prices in US dollars. Source: UN Stats A world wide 42% increase in manufacturing activity (at constant prices) % increase in GDP world wide
47 The challenge of competing with production Demand of consumers are changing more rapidly than ever before Uncertainty of what products and what volumes to produce are larger than before Product life cycles are getting shorter Quick change-over in production between different products Quick phase in of new products Handeling changes and development
48 Production system changes
49 Production system changes Production system change Kaizen- Kaikaku - Kaizen Innovative and radical production system changes Time
50 What is production system development? Layout ofa new system An investment project Netz and Wiktorsson, 2009 A part in product development Development of production principles Muther, 1974 Ohno, 1988
51 Systems Engineering Fundamentals. 2001
52 Next Lecture Production system design Production system definition. Value chain models. Terminology. Abstraction levels. Design process. Phases. Steps. Product vs production design. Stake holders. Intro to Req spec s Intro to Modelling methods. Intro to Evaluation/Assessment methods Magnus Wiktorsson
EDUCATION IN DEVELOPING COUNTRIES WHAT POLICIES AND PROGRAMMES AFFECT LEARNING AND TIME IN SCHOOL?
02 2 0 1 6 EDUCATION IN DEVELOPING COUNTRIES WHAT POLICIES AND PROGRAMMES AFFECT LEARNING AND TIME IN SCHOOL? Amy Damon, Paul Glewwe, Suzanne Wisniewski, Bixuan Sun Education in developing countries what
More informationIntroduction on Lean, six sigma and Lean game. Remco Paulussen, Statistics Netherlands Anne S. Trolie, Statistics Norway
Introduction on Lean, six sigma and Lean game Remco Paulussen, Statistics Netherlands Anne S. Trolie, Statistics Norway 1 Lean is. a philosophy a method a set of tools Waste reduction User value Create
More informationAn investigation of the relationship between online activity on Studi.se and academic grades of newly arrived immigrant students
EXAMENSARBETE INOM TECHNOLOGY, GRUNDNIVÅ, 15 HP STOCKHOLM, SVERIGE 2017 An investigation of the relationship between online activity on Studi.se and academic grades of newly arrived immigrant students
More informationLaboratory Instructions as a Cause of Student Dissonance
Laboratory Instructions as a Cause of Student Dissonance Anil Dey, Martin Hell, Carl Christian Rolf, Paul Stankovski, Martin Ågren Anil.Dey@eit.lth.se, Martin.Hell@eit.lth.se, Carl_Christian.Rolf@cs.lth.se,
More informationNews from Nordic mathematics education
News from Nordic mathematics education In this issue of Nomad, the NoRME column reports on some activities within the field of mathematics education research in the Nordic region. Readers having information
More informationDigital Tools in Education
Carla Haelermans Digital Tools in Education On Usage, Effects and the Role of the Teacher SNS FÖRLAG Digital Tools in Education On Usage, Effects, and the Role of the Teacher Carla Haelermans Carla Haelermans
More informationNon-challenging education and teacher control as factors for marginalization of students in diverse settings
International Electronic Journal of Elementary Education, 2015, 7(2), 169-188. Non-challenging education and teacher control as factors for marginalization of students in diverse settings Åsa WEDIN Dalarna
More informationSELECCIÓN DE CURSOS CAMPUS CIUDAD DE MÉXICO. Instructions for Course Selection
Instructions for Course Selection INSTRUCTIONS FOR COURSE SELECTION 1. Open the following link: https://prd28pi01.itesm.mx/recepcion/studyinmexico?ln=en 2. Click on the buttom: continue 3. Choose your
More informationThe Lean And Six Sigma Sinergy
International Journal for Quality research UDK- 658.5 / 006.83 Short Scientific Paper (1.03) The Lean And Six Sigma Sinergy Mirko Sokovic 1) D. Pavletic 2) 1) University of Ljubljana, 2) University of
More informationDocument number: 2013/ Programs Committee 6/2014 (July) Agenda Item 42.0 Bachelor of Engineering with Honours in Software Engineering
Document number: 2013/0006139 Programs Committee 6/2014 (July) Agenda Item 42.0 Bachelor of Engineering with Honours in Software Engineering Program Learning Outcomes Threshold Learning Outcomes for Engineering
More informationEditor s Welcome. Summer 2016 Lean Six Sigma Innovation. You Deserve More. Lean Innovation: The Art of Making Less Into More
Summer 2016 Lean Six Sigma Innovation Editor s Welcome Lean Innovation: The Art of Making Less Into More Continuous improvement in business is about more than just a set of operational principles to increase
More informationThe KAM project: Mathematics in vocational subjects*
The KAM project: Mathematics in vocational subjects* Leif Maerker The KAM project is a project which used interdisciplinary teams in an integrated approach which attempted to connect the mathematical learning
More informationEGRHS Course Fair. Science & Math AP & IB Courses
EGRHS Course Fair Science & Math AP & IB Courses Science Courses: AP Physics IB Physics SL IB Physics HL AP Biology IB Biology HL AP Physics Course Description Course Description AP Physics C (Mechanics)
More informationWHAT WE TALK ABOUT WHEN WE TALK ABOUT CHANGE
Department of Learning, Informatics, Management and Ethics Karolinska Institutet, Stockholm, Sweden WHAT WE TALK ABOUT WHEN WE TALK ABOUT CHANGE A Study of change practice and change agency in higher education.
More informationReality has an author An analysis of how Inner and Outer circle speakers are constituted in English language textbooks in Sweden
Rapport nr: 2011ht4953 Institutionen för pedagogik, didaktik och utbildningsstudier Examensarbete i utbildningsvetenskap inom allmänt utbildningsområde, 15 hp Reality has an author An analysis of how Inner
More informationPresentation of the article. E-portfolio: an assessment tool for online courses. Exam portfolio by. Kristoffer Aas. E-assessment, 2014
Presentation of the article E-portfolio: an assessment tool for online courses Exam portfolio by Kristoffer Aas E-assessment, 2014 Table of content Presentation of the authors... 2 Abstract... 2 E-portfolios
More informationAn Introduction to Simio for Beginners
An Introduction to Simio for Beginners C. Dennis Pegden, Ph.D. This white paper is intended to introduce Simio to a user new to simulation. It is intended for the manufacturing engineer, hospital quality
More informationUSC MARSHALL SCHOOL OF BUSINESS
USC MARSHALL SCHOOL OF BUSINESS SUPPLY CHAIN MANAGEMENT IOM 482 Fall 2013 INSTRUCTOR OFFICE HOURS Professor Murat Bayiz Bridge Hall, Room 401G Phone: (213) 740 5618 E-mail: murat.bayiz@marshall.usc.edu
More informationTHE RO L E O F IMAGES IN
Your web browser (Safari 7) is out of date. For more security, comfort and the best experience on this site: Update your browser Ignore Activityapply THE RO L E O F IMAGES IN STO RYTEL L ING How are images
More informationExamining the Structure of a Multidisciplinary Engineering Capstone Design Program
Paper ID #9172 Examining the Structure of a Multidisciplinary Engineering Capstone Design Program Mr. Bob Rhoads, The Ohio State University Bob Rhoads received his BS in Mechanical Engineering from The
More informationReserved Stall Procedures For Flat Lots Revised April 17, 2014
Reserved Stall Procedures For Flat Lots Revised April 17, 2014 Table of Contents.010 Introduction.020 Automatic Approval Positions.030 Application Process for Other Faculty/Staff Members.040 Reserved Stall
More informationPROCESS USE CASES: USE CASES IDENTIFICATION
International Conference on Enterprise Information Systems, ICEIS 2007, Volume EIS June 12-16, 2007, Funchal, Portugal. PROCESS USE CASES: USE CASES IDENTIFICATION Pedro Valente, Paulo N. M. Sampaio Distributed
More informationENGBG1 ENGBL1 Campus Linguistics. Meeting 2. Chapter 7 (Morphology) and chapter 9 (Syntax) Pia Sundqvist
Meeting 2 Chapter 7 (Morphology) and chapter 9 (Syntax) Today s agenda Repetition of meeting 1 Mini-lecture on morphology Seminar on chapter 7, worksheet Mini-lecture on syntax Seminar on chapter 9, worksheet
More informationData-driven Methods for Spoken Dialogue Systems
Data-driven Methods for Spoken Dialogue Systems Applications in Language Understanding, Turn-taking, Error Detection, and Knowledge Acquisition RAVEESH MEENA Doctoral Thesis Stockholm, Sweden 2016 KTH
More informationMaster of Management (Ross School of Business) Master of Science in Engineering (Mechanical Engineering) Student Initiated Dual Degree Program
Pre-Work Bootcamps MM + MSE Student Initiated Dual Degree Information Pg. 1 of 5 + Master of Management (Ross School of Business) + Master of Science in Engineering (Mechanical Engineering) Student Initiated
More informationGreen Belt Curriculum (This workshop can also be conducted on-site, subject to price change and number of participants)
Green Belt Curriculum (This workshop can also be conducted on-site, subject to price change and number of participants) Notes: 1. We use Mini-Tab in this workshop. Mini-tab is available for free trail
More informationMarketing Management
INSTRUCTOR S MANUAL Michael Hockenstein Vanier College Marketing Management Canadian Thirteenth Edition Philip Kotler Northwestern University Kevin Lane Keller Dartmouth College Peggy H. Cunningham Dalhousie
More informationInstitutionen för datavetenskap Department of Computer and Information Science
Institutionen för datavetenskap Department of Computer and Information Science Final thesis A Gameful Quest to Make Second Language Acquisition Fun by Erik Olov Mårten Andersson LIU IDA/LITH EX A 15/055
More informationEricsson Wallet Platform (EWP) 3.0 Training Programs. Catalog of Course Descriptions
Ericsson Wallet Platform (EWP) 3.0 Training Programs Catalog of Course Descriptions Catalog of Course Descriptions INTRODUCTION... 3 ERICSSON CONVERGED WALLET (ECW) 3.0 RATING MANAGEMENT... 4 ERICSSON
More informationControl Modes In High-Speed Navigation
Verifying a New Protocol to Evaluate Team Performance in Terms of Control Modes in a Joint Cognitive System by Peter Nordmark Linköping University Department of Computer and Information Science Supervisor
More informationDiscussion based on the NLS strategic document moderated by. Aðalheiður Steingrímsdóttir
Discussion based on the NLS strategic document moderated by Aðalheiður Steingrímsdóttir Jón Torfi Jónasson, School of Education, University of Iceland 1 Nordiska Lärarorganisationers Samråd Reykjavík Nov
More informationPractical Integrated Learning for Machine Element Design
Practical Integrated Learning for Machine Element Design Manop Tantrabandit * Abstract----There are many possible methods to implement the practical-approach-based integrated learning, in which all participants,
More informationGlobal Television Manufacturing Industry : Trend, Profit, and Forecast Analysis Published September 2012
Industry 2012-2017: Published September 2012 Lucintel, a premier global management consulting and market research firm creates your equation for growth whether you need to understand market dynamics, identify
More informationEconomics of Organizations (B)
Economics of Organizations (B) Introduction In this course, we will review the fundamental models of organizational economics and we will provide some training on the use of formal models for management
More informationYour web browser (Safari 7) is out of date. For more security, comfort and the best experience on this site: Update your browser Ignore
Your web browser (Safari 7) is out of date. For more security, comfort and the best experience on this site: Update your browser Ignore Activitydevelop INTRO DUCTIO N TO PO PU L ATIO N Why are some areas
More informationBihar State Milk Co-operative Federation Ltd. - COMFED: P&A: Advertisement No. - 2/2014 Managing Director
Bihar State Milk Co-operative Federation Ltd. Dairy Development Complex; Post :- B.V. College, Patna - 800014 Phone No. - 0612-2228953, 2220387, 2224083; Fax 0612-2228306 Web :- www.sudha.coop; Email:-
More informationExtracting Clinical Findings from Swedish Health Record Text. Maria Skeppstedt
Extracting Clinical Findings from Swedish Health Record Text Maria Skeppstedt Doctoral Thesis Department of Computer and Systems Sciences Stockholm University December, 2014 Stockholm University Report
More informationMASTER S COURSES FASHION START-UP
MASTER S COURSES FASHION START-UP Postgraduate Programmes Master s Course Fashion Start-Up 02 Brief Descriptive Summary Over the past 80 years Istituto Marangoni has grown and developed alongside the thriving
More informationABI11111 ABIOSH Level 5 International Diploma in Environmental Sustainability Management
ABI11111 ABIOSH Level 5 International Diploma in Environmental Sustainability Management Objective and learning outcomes The International Environmental Diploma consists of 10 elements, on completion of
More informationIntroduction to Modeling and Simulation. Conceptual Modeling. OSMAN BALCI Professor
Introduction to Modeling and Simulation Conceptual Modeling OSMAN BALCI Professor Department of Computer Science Virginia Polytechnic Institute and State University (Virginia Tech) Blacksburg, VA 24061,
More informationNANCY L. STOKEY. Visiting Professor of Economics, Department of Economics, University of Chicago,
June 2017 NANCY L. STOKEY Office Address Home Address Department of Economics 320 W. Oakdale Ave., #1903 University of Chicago Chicago, IL 60657 1126 East 59th Street Chicago, IL 60637 Telephone: 773-702-0915
More informationMathematics subject curriculum
Mathematics subject curriculum Dette er ei omsetjing av den fastsette læreplanteksten. Læreplanen er fastsett på Nynorsk Established as a Regulation by the Ministry of Education and Research on 24 June
More informationCorporate learning: Blurring boundaries and breaking barriers
IBM Global Services Corporate learning: Blurring boundaries and breaking barriers A learning culture Introduction With the American Society for Training and Development (ASTD) reporting that the average
More informationCHAPTER 4: REIMBURSEMENT STRATEGIES 24
CHAPTER 4: REIMBURSEMENT STRATEGIES 24 INTRODUCTION Once state level policymakers have decided to implement and pay for CSR, one issue they face is simply how to calculate the reimbursements to districts
More informationExecutive Guide to Simulation for Health
Executive Guide to Simulation for Health Simulation is used by Healthcare and Human Service organizations across the World to improve their systems of care and reduce costs. Simulation offers evidence
More informationTHREE-YEAR COURSES FASHION STYLING & CREATIVE DIRECTION Version 02
THREE-YEAR COURSES FASHION STYLING & CREATIVE DIRECTION Version 02 Undergraduate programmes Three-year course Fashion Styling & Creative Direction 02 Brief descriptive summary Over the past 80 years Istituto
More informationTestimony in front of the Assembly Committee on Jobs and the Economy Special Session Assembly Bill 1 Ray Cross, UW System President August 3, 2017
Office of the President 1700 Van Hise Hall 1220 Linden Drive Madison, Wisconsin 53706-1559 (608) 262-2321 Phone (608) 262-3985 Fax e-mail: rcross@uwsa.edu website: www.wisconsin.edu/ Testimony in front
More informationCS Machine Learning
CS 478 - Machine Learning Projects Data Representation Basic testing and evaluation schemes CS 478 Data and Testing 1 Programming Issues l Program in any platform you want l Realize that you will be doing
More informationReflective thinking in nursing education
1 (1) Project number: 034/98 Name: Msc, PhD student Anna Granqvist Institution: Health Sciences Luleå University of Technology S-961 36 Boden Tel +46 (0)921 758 46 E-mail: anna.granqvist@hv.luth.se Reflective
More informationXI International Lean Management Conference THE BIGGEST LEAN MANAGEMENT CONFERENCE IN CENTRAL AND EASTERN EUROPE
Business Improvement Leaders SPECIAL GUEST WORLD LEADING AUTHORITIES IN LEAN MANAGEMENT Mike Rother Dr Michael Ballé Orest Fiume John Burton Marek Piątkowski XI International Lean Management Conference
More informationNature of science progression in school year 1-9: An analysis of the Swedish curriculum and teachers suggestions
Nature of science progression in school year 1-9: An analysis of the Swedish curriculum and teachers suggestions Lotta Leden Kristianstad University Sweden Lotta.leden@hkr.se Lena Hansson Kristianstad
More informationCourses below are sorted by the column Field of study for your better orientation. The list is subject to change.
Provisional list of courses for Exchange students Spring semester 2017: University of Economics, Prague Courses stated below are offered by particular departments and faculties at the University of Economics,
More informationLucintel. Publisher Sample
Lucintel http://www.marketresearch.com/lucintel-v2747/ Publisher Sample Phone: 800.298.5699 (US) or +1.240.747.3093 or +1.240.747.3093 (Int'l) Hours: Monday - Thursday: 5:30am - 6:30pm EST Fridays: 5:30am
More informationCal s Dinner Card Deals
Cal s Dinner Card Deals Overview: In this lesson students compare three linear functions in the context of Dinner Card Deals. Students are required to interpret a graph for each Dinner Card Deal to help
More informationUsing a PLC+Flowchart Programming to Engage STEM Interest
Paper ID #16793 Using a PLC+Flowchart Programming to Engage STEM Interest Prof. Alka R Harriger, Purdue University, West Lafayette Alka Harriger joined the faculty of the Computer and Information Technology
More informationTap vs. Bottled Water
Tap vs. Bottled Water CSU Expository Reading and Writing Modules Tap vs. Bottled Water Student Version 1 CSU Expository Reading and Writing Modules Tap vs. Bottled Water Student Version 2 Name: Block:
More informationKANDIDATUDDANNELSE I EUROPASTUDIER
Studieordning for KANDIDATUDDANNELSE I EUROPASTUDIER 1. Rammebestemmelser DET HUMANISTISKE FAKULTET AARHUS UNIVERSITET 2007 1 Titel Udarbejdet af Ikrafttræden Normering Master s Degree in European Studies
More informationFBP1_P1_PS_IT FBP1_P1_LM AND FBP2_IT
1 PROGRAM FBP1 2 VAR 3 4 FB_FBP1_P1_PS: PS_Varme; 5 FB_FBP1_P1: DU_Pump; 6 FB_FBP2_GT1: Rela_DiffNer; 7 FB_TSF_m1: TSF_m; 8 vtsf_m1: TIME; 9 END_VAR 1 Pumpstopp P1 AS3_GT1_UTE_MV AS3_PLC1_RTC_hhmm AS3_PLC1_RTC_VDag
More informationReduce the Failure Rate of the Screwing Process with Six Sigma Approach
Proceedings of the 2014 International Conference on Industrial Engineering and Operations Management Bali, Indonesia, January 7 9, 2014 Reduce the Failure Rate of the Screwing Process with Six Sigma Approach
More informationSom and Optimality Theory
Som and Optimality Theory This article argues that the difference between English and Norwegian with respect to the presence of a complementizer in embedded subject questions is attributable to a larger
More informationColorado State University Department of Construction Management. Assessment Results and Action Plans
Colorado State University Department of Construction Management Assessment Results and Action Plans Updated: Spring 2015 Table of Contents Table of Contents... 2 List of Tables... 3 Table of Figures...
More informationFrom Empire to Twenty-First Century Britain: Economic and Political Development of Great Britain in the 19th and 20th Centuries 5HD391
Provisional list of courses for Exchange students Fall semester 2017: University of Economics, Prague Courses stated below are offered by particular departments and faculties at the University of Economics,
More informationYour web browser (Safari 7) is out of date. For more security, comfort and the best experience on this site: Update your browser Ignore
Your web browser (Safari 7) is out of date. For more security, comfort and the best experience on this site: Update your browser Ignore Activityengage Educator Version FO O D W EB FU N How do tiger sharks
More informationIntroduction to Simulation
Introduction to Simulation Spring 2010 Dr. Louis Luangkesorn University of Pittsburgh January 19, 2010 Dr. Louis Luangkesorn ( University of Pittsburgh ) Introduction to Simulation January 19, 2010 1 /
More informationGlobal Business. ICA s first official fair to promote co-operative business. October 23, 24 and 25, 2008 Lisbon - Portugal From1pmto8pm.
Global Business ICA s first official fair to promote co-operative business ICA rd th th October 23, 24 and 25, 2008 Lisbon - Portugal From1pmto8pm Participate Global Business the world's largest co-operative
More informationSenior Research Fellow, Intelligent Mobility Design Centre
ROYAL COLLEGE OF ART JOB DESCRIPTION Post: Department: Post-doctoral Research Associate Intelligent Mobility Design Centre Grade: 7 Responsible to: Senior Research Fellow, Intelligent Mobility Design Centre
More informationThe Evolution of Random Phenomena
The Evolution of Random Phenomena A Look at Markov Chains Glen Wang glenw@uchicago.edu Splash! Chicago: Winter Cascade 2012 Lecture 1: What is Randomness? What is randomness? Can you think of some examples
More informationPedagogisk Forskning i Sverige 2009 årg 14 nr 3 s issn
Pedagogisk Forskning i Sverige 2009 årg 14 nr 3 s 230 236 issn 1401-6788 Summaries Michael Tengberg, 2009 Negotiating gender in classroom literature discussions. An interaction analysis/ Förhandlingar
More informationPitching Accounts & Advertising Sales ADV /PR
Pitching Accounts & Advertising Sales ADV 378 05816/PR 378 06233 Fall 2011 UTC 3.110 Fridays 9 am to 12 pm Instructor: Office: Office Hours: TA & Off. Hours: Fran Harris CMA A7.154B By appointment, Thursdays
More informationOn Human Computer Interaction, HCI. Dr. Saif al Zahir Electrical and Computer Engineering Department UBC
On Human Computer Interaction, HCI Dr. Saif al Zahir Electrical and Computer Engineering Department UBC Human Computer Interaction HCI HCI is the study of people, computer technology, and the ways these
More informationEnhancing Learning with a Poster Session in Engineering Economy
1339 Enhancing Learning with a Poster Session in Engineering Economy Karen E. Schmahl, Christine D. Noble Miami University Abstract This paper outlines the process and benefits of using a case analysis
More informationDynamic Pictures and Interactive. Björn Wittenmark, Helena Haglund, and Mikael Johansson. Department of Automatic Control
Submitted to Control Systems Magazine Dynamic Pictures and Interactive Learning Björn Wittenmark, Helena Haglund, and Mikael Johansson Department of Automatic Control Lund Institute of Technology, Box
More informationCOURSE DELIVERY PLAN 2017
Bachel of Business COURSE CODE: BBNS CAMPUS COLLEGE STUDY MODE City Flinders, Footscray Park Business Full-time Part-time DURATION 3 Years full-time part-time equivalent FEE TYPE F infmation on course
More informationMake The Most Of Your Mind (A Fireside Book) By Tony Buzan
Make The Most Of Your Mind (A Fireside Book) By Tony Buzan If you are searching for the book Make the Most of Your Mind (A Fireside book) by Tony Buzan in pdf format, in that case you come on to right
More informationIntroduction to Forensic Drug Chemistry
Introduction to Forensic Drug Chemistry Chemistry 316W (Lecture and Lab) - Spring 2016 Syllabus Lecture: Chem 316W (3 credit hours), Wednesday, 4:15 6:45 pm, Flanner Hall Rm 7 Lab: Chem 316-01W (1 credit
More informationLean Six Sigma Innovative Safety Management
Session No. 561 Introduction Lean Six Sigma Innovative Safety Management Peter G. Furst, MBA, RA, CSP, ARM, REA Liberty Mutual Group Pleasanton, California The organization s safety effort is to create
More informationComputer Organization I (Tietokoneen toiminta)
581305-6 Computer Organization I (Tietokoneen toiminta) Teemu Kerola University of Helsinki Department of Computer Science Spring 2010 1 Computer Organization I Course area and goals Course learning methods
More information5.7 Course Descriptions
CATALOG 2013/2014 726 BINUS UNIVERSITY 5.7 Course Descriptions 5.7.1 MM Young Professional Business Management AY002 ESSENTIAL OF BUSINESS MANAGEMENT (3 SCU) Learning Outcomes: Upon successful completion
More informationGroup Assignment: Software Evaluation Model. Team BinJack Adam Binet Aaron Jackson
Group Assignment: Software Evaluation Model Team BinJack Adam Binet Aaron Jackson Education 531 Assessment of Software and Information Technology Applications Submitted to: David Lloyd Cape Breton University
More informationEDINA SENIOR HIGH SCHOOL Registration Class of 2020
EDINA SENIOR HIGH SCHOOL 2017-2018 Registration Class of 2020 Angela Kieffer Taylor Johnson Dylan Hackbarth Lisa Burnham Sandy Schmidt Bill Hicks Course Catalog You may find the course catalog at: http://www.edinaschools.org/ehscounseling_registration
More informationMeasures of the Location of the Data
OpenStax-CNX module m46930 1 Measures of the Location of the Data OpenStax College This work is produced by OpenStax-CNX and licensed under the Creative Commons Attribution License 3.0 The common measures
More informationUsing AMT & SNOMED CT-AU to support clinical research
Using AMT & SNOMED CT-AU to support clinical research Simon J. McBRIDE, Michael J. LAWLEY, Hugo LEROUX and Simon GIBSON CSIRO Australian E-Health Research Centre 2 August 2012 PREVENTATIVE HEALTH FLAGSHIP
More informationSpring 2016 Stony Brook University Instructor: Dr. Paul Fodor
CSE215, Foundations of Computer Science Course Information Spring 2016 Stony Brook University Instructor: Dr. Paul Fodor http://www.cs.stonybrook.edu/~cse215 Course Description Introduction to the logical
More informationFirms and Markets Saturdays Summer I 2014
PRELIMINARY DRAFT VERSION. SUBJECT TO CHANGE. Firms and Markets Saturdays Summer I 2014 Professor Thomas Pugel Office: Room 11-53 KMC E-mail: tpugel@stern.nyu.edu Tel: 212-998-0918 Fax: 212-995-4212 This
More informationDo multi-year scholarships increase retention? Results
Do multi-year scholarships increase retention? In the past, Boise State has mainly offered one-year scholarships to new freshmen. Recently, however, the institution moved toward offering more two and four-year
More informationAdministrative Services Manager Information Guide
Administrative Services Manager Information Guide What to Expect on the Structured Interview July 2017 Jefferson County Commission Human Resources Department Recruitment and Selection Division Table of
More informationUNIT ONE Tools of Algebra
UNIT ONE Tools of Algebra Subject: Algebra 1 Grade: 9 th 10 th Standards and Benchmarks: 1 a, b,e; 3 a, b; 4 a, b; Overview My Lessons are following the first unit from Prentice Hall Algebra 1 1. Students
More informationIMPROVING ASSESSMENT PRACTISE IN NORWAY.
IMPROVING ASSESSMENT PRACTISE IN NORWAY. Norway is one of the middle-sized countries in Europe with a population close to 5 millions. School has been mandatory for more than 250 years, and the number of
More information12 th ICCRTS Adapting C2 to the 21st Century. COAT: Communications Systems Assessment for the Swedish Defence
12 th ICCRTS Adapting C2 to the 21st Century COAT: Communications Systems Assessment for the Swedish Defence Suggested topics: C2 Metrics and Assessment, C2 Technologies and Systems Börje Asp, Amund Hunstad,
More informationDirector, Intelligent Mobility Design Centre
ROYAL COLLEGE OF ART ROLE DESCRIPTION Post: Department: Senior Research Fellow Intelligent Mobility Design Centre Grade: 10 Responsible to: Director, Intelligent Mobility Design Centre Background The Royal
More informationWhat is Effect of k-12 in the Electrical Engineering Practice?
What is Effect of k-12 in the Electrical Engineering Practice? REPUBLIC ACT NO 7920 THE NEW ELECTRICAL ENGINEERING LAW Definition of Terms Practice of electrical engineering a person is deemed to be in
More informationDesign and Creation of Games GAME
Digital Gaming and Simulation Course Syllabus Design and Creation of Games GAME 1306-1 Semester with Course Reference Number (CRN) Instructor contact information (phone number and email address) Office
More informationUEP 251: Economics for Planning and Policy Analysis Spring 2015
UEP 251: Economics for Planning and Policy Analysis Spring 2015 Instructors Mary Davis Urban and Environmental Policy and Planning Office location: 72 Professor s Row mary.davis@tufts.edu; 617-627-4719
More informationAn Example of an E-learning Solution for an International Curriculum in Manufacturing Strategy
An Example of an E-learning Solution for an International Curriculum in Manufacturing Strategy Asbjørn ROLSTADÅS Norwegian University of Science and Technology, NO-7491 Trondheim, Norway Tel: +47-73593785;
More informationCertified Six Sigma Professionals International Certification Courses in Six Sigma Green Belt
Certification Singapore Institute Certified Six Sigma Professionals Certification Courses in Six Sigma Green Belt ly Licensed Course for Process Improvement/ Assurance Managers and Engineers Leading the
More informationApplication of Virtual Instruments (VIs) for an enhanced learning environment
Application of Virtual Instruments (VIs) for an enhanced learning environment Philip Smyth, Dermot Brabazon, Eilish McLoughlin Schools of Mechanical and Physical Sciences Dublin City University Ireland
More informationOM 4082 Procurement and Logistics
OM 4082 Procurement and Logistics Instructor: Communication Policy: Course Description: Thomas D. Rockwood - Adjunct Professor 201 Braunstein Hall rockwots@ucmail.uc.edu Phone: 513-265-3392 Office Hours
More informationMathematics process categories
Mathematics process categories All of the UK curricula define multiple categories of mathematical proficiency that require students to be able to use and apply mathematics, beyond simple recall of facts
More informationGroup A Lecture 1. Future suite of learning resources. How will these be created?
Group A Lecture 1 Future suite of learning resources Portable electronically based. User-friendly interface no steep learning curve. Adaptive to & Customizable by learner & teacher. Layered guide indexed
More informationGENERAL SERVICES ADMINISTRATION Federal Acquisition Service Authorized Federal Supply Schedule Price List. Contract Number: GS-00F-063CA
GENERAL SERVICES ADMINISTRATION Federal Acquisition Service Authorized Federal Supply Schedule Price List On-line access contract ordering information, terms and conditions, up--date pricing, and the option
More information