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1 T.C. YEDITEPE UNIVERSITY FACULTY OF ENGINEERING PROJECT TITLE by Name SURNAME Name SURNAME Submitted to the Faculty of Engineering in partial fulfillment of the requirements for the degree of Bachelor of Science in Industrial and Systems Engineering ISTANBUL, 2016

2 PROJECT TITLE by Name SURNAME Name SURNAME Approved by: Asst. Prof. Name SURNAME (Supervisor). Prof. Name SURNAME. Assoc. Prof. Name SURNAME. Date of Approval / /2016

3 ACKNOWLEDGEMENTS It is with immense gratitude that I acknowledge the support and help of my Professor Name Surname. Pursuing my graduation project under her supervision has been an experience which broadens the mind and presents an unlimited source of learning. I thank Name Surname and Research Assistants Name Surname. Finally, I would like to thank my family for their endless love and support, which makes everything more beautiful. ii

4 ABSTRACT Residual stress distribution in heat Affected Zone (HAZ) can be predicted by using ultrasonic technique. This was used for residual stress measurement in previous studies and accepted as a method for residual stress measurement. However, measurements at most of these studies carried on one dimension which covered a straight line from weld to base plate. This approach gave limited information about the residual stress distribution through the material. In this study, through thickness ultrasonic longitudinal wave velocity measurements are performed at predetermined points on the steel plate that cover whole plate. Velocity data is used for calculation of residual stress and density. Difference between stressed and stress free sample velocity values are used with acoustoelastic constant to calculate residual stresses. Density at each measurement point is calculated by using the relation between density and longitudinal wave velocity. In addition to ultrasonic test, the sample was radiographed by using X-Ray system. Density variation throughout the sample is obtained after the radiographs are digitalized and filtering techniques are applied. The boundary of Heat Affected Zone (HAZ) is observed by using 2D density and residual stress distribution data of ultrasonic test and radiographic interpretation. In order to confirm experimental results, 2D FEM axi-symmetric model is generated to simulate multi-pass welding process. This thermo mechanical process is performed by thermal analysis coupled with mechanical analysis. iii

5 ÖZET Isı tesiri altında kalan bölgedeki artık gerilme dağılımı ultrasonik tekniği kullanılarak öngörülebilir. Bu teknik daha önceki çalışmalarda artık gerilme ölçümünde kullanılmış olup bir artık gerilme ölçüm yöntemi olarak kabul edilmiştir. Fakat birçok çalışmada ölçümler bir boyutlu olarak düz bir hat üzerinde kaynaktan malzemeye doğru gerçekleştirilmiştir. Bu çalışmada, kalınlık boyunca ultrasonik dalga hızı çelik plaka yüzeyinin tamamında daha önce belirlenmiş noktalarda ölçülmüştür. Elde edilen hız değerleri yoğunluk ve artık gerilme hesaplamalarında kullanılmıştır. Gerilme oluşmadan önce ve sonra yapılan hız ölçümlerinin farkı ve akustik elastik sabit kullanılarak artık gerilmeler hesaplanmıştır. Yoğunluk ve boyuna dalga hızı arasındaki bağlantı kullanılarak belirlenen noktalardaki malzeme yoğunluğu tespit edilmiştir. Ultrasonik kontrole ilaveten X-Ray sistemi kullanarak malzemenin radyografi filmi çekilmiştir. Yoğunlukta oluşan değişimleri gözlemleyebilmek amacıyla film dijital ortama aktarılmış ve görüntü işleme yazılımı kullanılarak çeşitli filtreler uygulanmıştır. Ultrasonik kontrol yöntemiyle elde edilen iki boyutlu yoğunluk ve artık gerilme dağılımları ile dijital ortama aktarılmış radyografi filmiyle elde edilen yoğunluk dağılımı kullanılarak ısı tesiri altında kalan bölgenin sınırları tespit edilmiştir. Deneysel sonuçları onaylamak amacıyla çok geçimli kaynak işlemi iki boyutlu ve eksensel olarak bakışımlı sonlu elemanlar modeli kullanılarak analiz edilmiştir. iv

6 TABLE OF CONTENTS ACKNOWLEDGEMENTS... II ABSTRACT... III ÖZET... IV LIST OF FIGURES... VII LIST OF TABLES... VIII LIST OF SYMBOLS/ABBREVIATIONS... IX 1. INTRODUCTION GENERAL INSTRUCTIONS FORMAT CHARACTER FONTS SPACING LEFT ADJUSTING MARGINS PAGINATION HEADINGS Main Headings Second Headings First Subheadings Second Subheadings FOOTNOTES BIBLIOGRAPHICAL MATERIAL SPECIALLY DESIGNATED EXPRESSIONS TABLES AND FIGURES QUOTATIONS ALGORITHMS APPENDICES PREPARATION OF THE FINAL COPIES v

7 4.1. TYPESETTING PAPER QUALITY PRINTER BINDING REFERENCES APPENDIX A...17 APPENDIX B...18 vi

8 LIST OF FIGURES Figure 3.1. Caption about first image Figure 3.2. Caption about multiple images Figure 3.3. Growth curves of the wild type (AS102) and recombinant AS vii

9 LIST OF TABLES Table 3.1. Sequence of the preliminary... 5 Table 3.2. Caption about table viii

10 LIST OF SYMBOLS/ABBREVIATIONS A B G G1 R δr δr s s=1,,p T U xc System matrix Input matrix Plant transfer matrix Plant disturbance matrix A closed and bounded region in E Boundary of the region R Complementary regular subsurface of the boundary δr, s being a positive scalar Sampling time Control Input Controller state vector αc, αe Г Г1 λ Controller and estimator characteristics polynomials Discrete plant control input matrix Discrete plant noise input matrix Plant delay time or transportation lag ADD ASN i.i.d. JACS Average detection delay Average sample number independently and identically distributed Journal of American Chemical Society ix

11 1. INTRODUCTION In this manual you will find the guidelines to prepare your graduation project in the correct format. This document can be used as a TEMPLATE as it is written in the required format. Every graduation project must show correctness and clarity of expression. The responsibility for such correctness and clarity rests primarily upon the candidate, but every graduation project will be scrutinized for these qualities by the student's graduation project supervisor and the Examining Committee. 1

13 Spell out per cent; do not use %, and write per cent as two words without a period within the text. Equations must be centered and equation number must be written with chapter number. Equation font should be Cambria Math and font size can differ according to the instructions from author's project supervisor. An example of equations is presented on Page 9. 3

14 3. FORMAT 3.1. CHARACTER FONTS As a character font, use Times New Roman. The font size must be 12 point in the text including formulas, equations, table headings and figure captions. At least 8 point should be used in figures, tables and super or subscripts. Footnotes, long biographical quotes and extensive quotations should be 10 points SPACING Spacing of the text material shall be 1.5 or when necessary integer multiples thereof. For example, when a paragraph ends, the next one starts after pressing RETURN twice (2xCR) to get two 1.5 spacing. The followings are exceptions: Footnotes - single spacing (Page 8) Long biographical quotes - single spacing Extensive quotations - single spacing and indented one (1) centimeter relative to the text material (Page 12) 3.3. LEFT ADJUSTING The left adjusting point of titles and headings shall be 35 mm from the left edge of the paper. You can use the appropriate left adjusting command in computer typesetting. 4

15 3.4. MARGINS Margins of pages shall conform to the following specifications: Left margin cm from edge of paper Right margin - 2 cm from edge of paper Top margin cm from edge of paper Bottom margin - 2 cm from edge of paper The above margins shall be observed on charts, graphs, tables, and drawings. Folded papers will not be accepted unless there is absolutely no other way for the material to be presented PAGINATION Each page in the report (except the title page) is expected to bear a number. Only one side of the paper may be used. The preliminary section, including the title page; copyright page, if any; foreword, preface, or acknowledgements; table of contents, etc., should be numbered, using lower case Roman Numerals, e.g., i, ii, iii, etc. The title page counts as Page i, but the number does not appear. The sequence of the preliminary section is as follows: Table 3.1. Sequence of the preliminary Title Page Page of Approval Foreword, Preface or Acknowledgements Abstract Özet Table of Contents List of Figures List of Tables Page i number does not appear Page ii Page iii as necessary Page iv as necessary Page v as necessary Page vi, vii as necessary Page vii, viii as necessary Page viii, ix as necessary 5

18 They must be typed in 12 points, bold face, italic, left justified and with capital and lower case letters except conjunctions, prepositions and articles. The number designation shall be followed by a period and two spaces. Second subheadings must be (2xCR) below preceding text and (2xCR) above of succeeding text, but need not begin a new page FOOTNOTES Footnotes should obey the following rules; however, footnotes should be used only if absolutely necessary: Footnote references shall be indicated in the text by an Arabic number placed superior to the text and immediately following the word, phrase or sentence which the footnote concerns. Footnotes shall be sequential for each page and for the entire report. Footnotes shall be placed at the bottom of the page on which they are indicated. They shall be indented from the left margin of the text by one centimeter and placed under a broken line made of 20 characters (5 cm). Footnotes shall be single-spaced and 10 points BIBLIOGRAPHICAL MATERIAL Citations and references shall be in the correct format: The number in square brackets such as "[8]", should indicate the order of first appearance of the reference in the text. The listing of references in the bibliography shall be in the order in which they are used in the text and shall bear the same number as was used in the reference in the text as illustrated in Page 16. References that are not cited in the text should be given separately under a new title. 8

19 References should be written in the same format with the examples given in Page 16. Reference text should be justified. Reference text should be separated from the preceding reference by (2xCR) SPECIALLY DESIGNATED EXPRESSIONS Specially designated expressions usually mean equations, formulae, etc. and they obey the following rules: They will be centered on the page according to Section 3.3 and separated from the preceding text and the succeeding text by (2xCR). The expressions shall be identified by an Arabic number in parenthesis like "(2.1)", "(2.2)", "(2.3)", etc., which should be placed opposite the expression and in line with the right margin of the text. They should be numbered within each chapter in the order of their appearance. Mathematical formulae and expressions must be typeset according to a consistent math-style throughout the whole report. The standard style for mathematical expressions in scientific publications makes use of italic typeface for variables in Latin characters and non-italic typeface for mathematical signs (+, -, parenthesis, etc.). Bold characters are usually reserved for vectors and matrices. In any case, the style used for in-text formulae should be the same as that of displayed formulae. Φ1( x 1) = { (4 x2+ x1 x2 4 x 1 + x 1 x 2 ) if x₁2 + x₂ 2 > 2 x 2 ( x₁ x₂ ) otherwise (3.1) TABLES AND FIGURES In general, all of these are special matters, usually of a technical sort, and the proper form must be understood and followed after a candidate has received instructions from his/her 9

20 project supervisor as illustrate. To ensure satisfactory reproduction, drawings, graphs, etc., they should be prepared in contrasting colors, preferably in black. Figure 3.1. Caption about first image Table 3.2. Caption about table Action Sensitivity Specifity Total postural Type of subject (%) (%) transitions lying 100 ± StSi 92 ± 9 85 ± ± 0 Young and SiSt 85 ± ± 9 healthy walking 100 ± (10 subjects) lying 100 ± Elderly and StSi 89 ± 8 83 ± ± 0 healthy SiSt 83 ± ± 8 (10 subjects) walking 98 ± Tables and figures should be enumerated within each chapter, i.e., as 2.1, 2.2, 2.3, 3.1, 3.2, etc. The designation of each table or figure within the text should have only the first letter in capital (i.e, such as "Table 2.2" or "Figure 5.7") throughout the report. Tables, figures and their captions should be centered as shown in the example. The captions should be as normal text, i.e, only the first letter should be capitalized. The captions should be at a distance of single space from the table or figure. 10

21 (b) (a) (c) Figure 3.2. Caption about multiple images. (a) First of multiple image, (b) Second of multiple image, (c) Third of multiple image. Figure 3.3. Growth curves of the wild type (AS102) and recombinant AS

22 3.11. QUOTATIONS Quotations as a paragraph should be separated from original text of the report. It must be typed in 10 points. A new quotation must not begin at the bottom of a page if there is not sufficient space for at least (2xCR). A paragraph must be separated from the preceding and succeeding paragraphs by (2xCR). Quotations must also be separated 1 cm from left and right margins as illustrated in the example. The welding heat affects the microstructure of heat affected zone and melted zone. This effect causes the variation in ultrasonic wave propagation velocity. Effect of microstructure should be considered during the residual stress measurements. Acoustoelastic constant is determined as the relation between the total residual stresses normal to the wave propagation and ultrasonic wave velocity variation. This constant is calculated by observing wave velocity variations ALGORITHMS A new algorithm must not begin at the bottom of a page if there is not sufficient space for at least (2xCR). An algorithm must be separated from the preceding and succeeding paragraphs by (2xCR). Algorithms must also be separated 1 cm from left and right margins and limited within a frame. Author can use the font type, font size and text color of the original source code within this frame. Algorithm 3.1. Core training algorithm wi=0 1 i t coretraining(c mxn ) for i from 1 to m for j from 1 to m (p0,p1)=z(k(c(i,:)),k(c(j,:))) f ij =p0 p1 end for end for x m =mult(f mxm, b m ) where b m = { b i = 1, 1 i m/2 b i = 1, m/2 + 1 i m for i from 1 to m w n+1 =av(w n,mult(k(c(i,:)),xi m )) end for return w n+1 12

23 Algorithms should be enumerated within each chapter, i.e., as 2.1, 2.2, 2.3, 3.1, 3.2, etc. The designation of each table or figure within the text should have only the first letter in capital (i.e, such as "Algorithm 3.1") throughout the report. Captions of algorithms should be centered as shown in the example. The captions should be as normal text, i.e, only the first letter should be capitalized. The captions should be at a distance of single space from the algorithm APPENDICES A last section may contain supporting data for the text in the form of one or more appendices. Examples of appendix material include data sheets, questionnaire samples, flowcharts, illustrations, maps, software listings, charts, etc. if the appended data should include oversize illustrations or maps, several alternative methods of inclusions are available. If a section, table, figure, equation etc., is to be included in an appendix, the numbering should follow the same rules used within the report. In this case, however, they should begin with the letter of the respective appendix such as "Table A.l", "Equation (B.4)" etc. The title should start with the centered appendix title such as "APPENDIX A: " and then followed by the descriptive title (See Page 17). 13

24 4. PREPARATION OF THE FINAL COPIES 4.1. TYPESETTING MS Office WORD should be used as the word processing software PAPER QUALITY All reproduced copies should be of the same grade of paper PRINTER Only laser printer and Ink Jet printer outputs are acceptable. Printer settings must comply with A4-size paper and must be so that the page is not resized in printing BINDING The project report should be bound in dark blue hard cover. The final bound size of the report should conform to A4 size. The name and surname of the candidate, the project title, city (ISTANBUL) and year should be printed in that order on the spine of the cover. When the report is placed front cover up, the spine should read from left to right. 14

25 REFERENCES 1. J. Brusey, R. Rednic, E. I. Gaura, J. Kemp and N. Poole. Postural Activity Monitoring for Increasing Safety in Bomb Disposal Missions. Measurement Science and Technology, 20: , (Format for journal article) 2. H. Jihoon, and T. Ohtsuki. A State Classification Method Based on Space-Time Signal Processing Using SVM for Wireless Monitoring Systems. Personal Indoor and Mobile Radio Communications (PIMRC), 2011 IEEE 22nd International Symposium, Toronto, , (Format for conference paper) 3. V. N. Vapnik. The Nature of Statistical Learning Theory, Springer-Verlag New York, Inc., New York, (Format for book) 4. T. Mitsuoka. Role of intestinal flora in health with special reference to dietary control of intestinal flora. In: B. H. Hga and Y. K. Lee, editors, Microbiology Applications in Food Biotechnology, pages Elsevier Science Publishers Ltd, London, (Format for book chapter) 5. J. D. M. Rennie, and R. Rifkin. Improving Multiclass Text Classification with the Support Vector Machine, AI Memo , CBCL Memo 210, (Format for other communications such as Memo) 6. M. H. Yang, and A. Cornuejols. Introduction To Support Vector Machines, Dr. Gabriela (Serban) Czibula s homepage, [retrieved 24 April 2012]. (Format for web page) 7. Texas Instruments, ez430-chronos Development Tool User's Guide, [retrieved 1 October 2011]. (Format for web page) 15

26 APPENDIX A: NUMERICAL EXAMPLE FOR RT-CAMKD A={a1, a2, a3, a4, a5} where a1, a2, a3, a4 and a5 correspond to drinking, eating, pouring, toothbrushing and turningkey respectively. Let s assume that Ta={M1 2x3 } a A and M1 2x3 =[ ] for a=a1. (We are demonstrating the operations only on a1 since operations on other simple actions are handled in a similar way.) To generate the pattern for a1, we start from the training algorithm: P 1x5 a1 featureextraction(m1 2x3 a=a1) Then execution swiches to featureextraction module: C 2x3 =[ ] and m=2 and n=3, R 2x3 =[ ], d(1,:)=k(( )), d(2,:)=k(( )), d(3,:)=k((1 1 1)), d(4,:)=k((1 1 1)). Taking e=2.72 and using the K function: d14= =1.047, di4 2 i 4 are calculated as d14, yielding D 4x =[ ] where 2m=4 and n+1=

27 APPENDIX B: DETECTED ACTIVITIES IN T1P1 TESTS Table B.1 to Table B.20 illustrate detected activities in T1P1 tests. For a more concise presentation, toothbrushing and turningkey actions are abbreviated as tb and tk respectively within the tables. testid showing the number of the test, action names given in the column names indicate the actual type of action whereas action names within the table entries show detected activity result corresponding to the actual activity whose type is specified by the related column name. Therefore, when a table entry matches the related column name, it means a successful detection. The composite action tests incorporate several columns named as chunk_2, chunk_4 and chunk_6, which represents first, second and third transitions respectively. Since transition type is inferred considering the simple actions right before and after the transition, the types detected for them are ignored. Table B.1. Drinking testid drinking 1 drinking 2 drinking 3 drinking 4 drinking 5 drinking 6 drinking 7 drinking 8 drinking 9 drinking 10 drinking 17

28 Table B.2. Drinking_pouring testid drinking chunk_2 pouring 1 drinking pouring pouring 2 drinking pouring pouring 3 drinking pouring pouring 4 drinking pouring tb 5 drinking pouring tb 6 drinking pouring pouring 7 drinking pouring pouring 8 drinking pouring tb 9 drinking pouring pouring 10 drinking pouring tb 18

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