ACCURATE, EXPLICIT PIPE SIZING FORMULA FOR TURBULENT FLOWS

Size: px
Start display at page:

Download "ACCURATE, EXPLICIT PIPE SIZING FORMULA FOR TURBULENT FLOWS"

Transcription

1 Journal o cience and Technology, Vol. 9, No. (009), pp Kwame Nkrumah University o cience and Technology (KNUT) TECHNICAL NOTE ACCURATE, EXPLICIT PIPE IZING FORMULA FOR TURBULENT FLOW K.O. Aiyesimoju epartment o Civil Engineering University o Lagos Lagos, Nigeria ABTRACT This paper develops an explicit ormula or computing the diameter o pipes, which is applicable to all turbulent lows. The ormula not only avoids iteration but still estimates pipe diameters over the entire range o turbulent lows with an error o less than 4% in the worst cases. This is superior to (without requiring a higher level o diiculty in use) the only two previously developed relationships that are generally applicable to turbulent lows and do not require iteration. Their errors were up to 4% or Ranga Raju s method and up to % or Prabhata and Akalank s method. All the errors are relative to the ideal but iterative Colebrook-White ormula. Keywords: Pipe sizing, turbulent low, explicit INTROUCTION The importance o accurate sizing o pipes cannot be overemphasized in pipeline engineering since an overestimation implies a high initial cost o conduit installation whilst underestimation will lead to unctional inadequacies. Laminar lows are governed by the Hagen- Poiseuille equation, which shows a linear relationship between head loss, pipe discharge and pipe diameter. This enables pipe diameters to be estimated accurately and without iteration or any given head loss and discharge. Turbulent lows however are governed by more complex relationships. Aiyesimoju (00) has compared the accuracy o the Hazen-Williams, Manning and Colebrook-White ormulas which are the most commonly used ones o the numerous semi-empirical and ully empirical riction loss relationships or turbulent lows in water supply practice and conirmed that the Colebrook-White ormula yields the best results. The problem is that computation o pipe diameters with the ormula involves iteration. Numerous graphical aids such as Moody s Chart (see treeter, 1971) and Asthana s iagram (Asthana, 1974) which were developed to simpliy using this ormula, are however oten not available and when they are, the errors introduced in scaling the graphs are oten signiicant. Aiyesimoju (008) recently developed an explicit ormula or pipe sizing but this was speciically tailored to water distribution pipes, in which case, errors are within %. Other recent work in this area has been about assessment or Journal o cience and Technology KNUT ecember 009

2 148 Aiyesimoju proper use o existing methods. For example, Christensen et al. (000) was concerned only with the proper use o the Hazen-Williams ormula whilst Khatibi et al. (000) ocussed mainly on the estimation o riction actors or low in nearly lat tidal channels. Although Aiyesimoju (006) obtained an accurate equation or estimating turbulent head losses in water distribution pipes which avoids iteration, the equation does not avoid iteration i it is to be used to estimate the pipe diameter. This paper is to develop an explicit ormula to compute required pipe diameters, which is useul over the entire range o practical turbulent low situations. The developed relationship as well as the only two previously developed relationships that are generally applicable to turbulent lows and that do not involve any iteration, will be compared with the most accurate Colebrook-White ormula. The two methods are (1) Ranga Raju and Garde equation (Ranga Raju and Garde, 1971) and () Prabhata and Akalank equation (Prabhata and Akalank, 1976). The comparison will be in the context o several examples o low situations designed to relect the ull range o turbulent lows, as ollows: 1. Pipe equivalent roughness height ε between 0.01mm (much less than the value or drawn tubing) and cm (much larger than corresponding to riveted steel).. Pipe diameter between 0.1mm and 50m.. Pipe relative roughness e/ up to 0.5 (over times the limit in Moody s Chart). 4. Flow Reynold s Number R above 4000 (lower limit or turbulent pipe low). 5. Minimum kinematic viscosity n min o luid will be taken as -8 m /s (order o magnitude less than benzene s) and maximum n max will be taken as - m /s (order o magnitude greater than glycerol s). V g (1) where the riction actor is estimated with the Colebrook-White ormula, 1.51 log ().7 R In the above equations, is the riction slope (head loss h over pipe length L), V is low velocity, is pipe diameter, g is acceleration due to gravity, ε is the pipe roughness height (a measure o the typical height o protrusions rom the pipe material surace and R is pipe Reynold s number. The Colebrook-White ormula is based on the results o experiments on sand-roughened pipes (see treeter, 1971), with appropriate modiication o the results to relect observations o commercial pipes. The well known Moody s Chart is simply a graphical presentation o this. I is pipe discharge, n is the luid kinematic viscosity and g is assumed as 9.8 m/s, then 4 V () and R V 4 Eqn. 1 implies g V 1.7 Using this in Eqn. gives ubstituting Eqns. 4 and 5 in Eqn. yields (4) (5) PIPE IAMETER ETIMATION METHO Colebrook-White Formula Friction loss in turbulent pipe low is best estimated by the arcy-weisbach ormula (treeter, 1971) log v (6) Journal o cience and Technology KNUT ecember 009

3 Accurate, explicit pipe sizing ormula Ranga Raju and Garde s method RangaRaju and Garde (1971) proposed the ollowing equations or pipe sizing a) For e g /n - b) where.6 which gives g For e g /n > -.85 which results in * is the non-dimensional diameter (g / ) 0. ε* is the non-dimensional roughness ε(g / ) 0. ν* is the non-dimensional roughness ν(1/g ) 0. g g g. 51 log R o 0.50 (7a) (7b) (7c) (7d) Prabhata and Akalank s method Prabhata and Akalank (1976) proposed the ollowing equation * 0.66( * *) (8) hand side o the equation is not very sensitive to the value o on the right hand side. This suggests that reasonably accurate riction actors can be obtained by assuming a constant value or the on the right hand side (say o ). Thus rom Equation, an explicit estimate or the riction actor is 1 log.7.51 R o (9a) The best value o o over the entire range o low o practical interest will be determined in this study. ubstituting Eqns. 4 and 5 in Eqn. 9a and rearranging, yields. 51 log.5 (9b) R o To avoid iterating or, its value on the right hand side o Eqn. 9b will be replaced by an estimate ' thus yielding.479 log.5.7'.51 R o () A good estimate or ' can be obtained assuming a riction actor o o in Eqn. 5, thus giving o (11) which implies ' can be estimated as o (1) Also, rom Eqn. 4, an approximation can be obtained or the Reynolds Number, or use on the right hand side o Eqn., as Proposed method Eqn. cannot be solved explicitly or but experience suggests that the value o on the let R 1.7 Journal o cience and Technology KNUT ecember 009

4 150 ubstituting the above in Eqn. yields log which rom Eqn. 1 can be rewritten as Aiyesimoju o log.7 0 TET PROBLEM Aiyesimoju (00) has designed eight test problems which cover the extreme range o practical low situations. These are applicable here and are thus adopted. The scenarios (where κ is ε/) are as shown in Table 1. The problem in each test case is to determine the pipe diameter or that case by the dierent methods under consideration. The perormance o a method in a test problem will be measured by the actor (relative to Colebrook-White (1a) (1b) method) within which it is able to estimate the diameter or that test problem. REULT The speciic parameters to ensure the earlier speciied range practical turbulent lows are covered by the test problems described in Table 1, are shown in Table or the ideal situation (Colebrook-White ormula). For each test problem, the diameters as well as the actors o accuracy (the ratio o the larger o the computed diameter or the method and that by Colebrook- White ormula to the smaller o the two) were computed or Prabhata and Akalank method, Ranga Raju and Garde method and the proposed method. These are all shown in Table. ICUION The actor o accuracy as deined, is unity or a perect result and the larger it is the less accurate the result is. It is o course never less than unity. The computed actors o accuracy or the proposed method in Table depend upon the value o o assumed (rom Equation 1b). etting the Table 1: cenarios o the test problems Test No k low low large large low low large large R low large low large low large low large large large large large small small small small Table : peciic low parameters or dierent Test cases Case No. Rough height (m) Pipe iameter (m) Colebrok-White (Ideal) Flow Parameters Relative Rough Reynold's Number Kinematic Viscosity ischarge Friction Factor Friction slope e k=e/ R n 1 1.E E- 4.0E+0 1.E E E-0.58E-11 1.E E- 1.0E+08 1.E-05.9E E-0.4E-0 1.E E-0 4.0E+0 1.E E+00 4.E-0.71E E E-0 1.0E+08 1.E-05.9E+04.E E E E E E+0 1.E-05.1E E-0.4E E E E E+08 1.E E-0 1.E-0 6.1E E E E E+0 1.E-05.1E-06.E-01.70E E E E E+08 1.E E-0.E E+16 Journal o cience and Technology KNUT ecember 009

5 Accurate, explicit pipe sizing ormula Table : Computed pipe diameters and actors o accuracy or dierent test cases and dierent methods Case Ranga Raju Prabhata and Akalank Proposed No. Pipe iameter (eqn.7 ) Accuracy (eqn.8 ) Accuracy (eqn.14 ) Accuracy Factor o Pipe iameter Factor o Pipe iameter Factor o E E E E E E E E E E E E E E E E E E E E E E E E value o o to 0.15 gave the least value (o 1.06) or the worst actor o accuracy or the eight test problems. The displayed results or the proposed method in Table are or this case. Although a kinematic viscosity coeicient o -5 m /s is shown in the Table, variation o this value rom -8 m /s up to - m /s had no noticeable eect on the results. A simple, accurate and explicit procedure or estimation o turbulent low pipe diameters can thus obtained by substituting o o 0.15 in Equations 1b and 1 to give the proposed method as where log (14) From Table, the worst actors o accuracy were 1.40 or Ranga Raju s method, 1. or Prabhata and Akalank s method and 1.06 or the proposed method. Thus even in these extreme cases, the proposed method estimated diameters with less than 4% error as compared with up to 4% or Ranga Raju s method and up to % or Prabhata and Akalank s method. CONCLUION An explicit ormula has been developed to compute required pipe diameters or any given riction slope and discharge, without iteration and which is useul over the entire range o practical turbulent low situations. The developed relationship (Equations 14 and 15) as well as the only two previously developed relationships that are generally applicable to turbulent lows and that do not involve any iteration (Ranga Raju s method and Prabhata and Akalank s method), were compared with the most accurate but iterative Colebrook-White ormula. Even in the extreme cases, proposed method estimated diameters with less than 4% error as compared with up to 4% or Ranga Raju s method and up to % or Prabhata and Akalank s method. REFERENCE Aiyesimoju, K.O. (00). A comparison o riction loss relationships or turbulent pipe low, Journal o Engineering Research, Vol. JER-, Nos.1&, pp. 15- Aiyesimoju, K.O. (006). impliied estimation o turbulent head losses in water distribution pipes, Technical Transactions, Nigerian ociety o Engineers, Vol. 41, No. 1, pp Journal o cience and Technology KNUT ecember 009

6 15 Aiyesimoju Aiyesimoju, K.O. (008). A non-iterative procedure or Colebrook-White estimation o water distribution pipe diameters, Technical Transactions, Nigerian ociety o Engineers, Vol. 4, No. 4, pp Asthana, K.C. (1974). Transormation o Moody iagram, Journal o Hydraulics ivision, ACE, Vol. 0, No. 6, pp Christensen, B.A., Locher, F.A. and mamee, P.K. (000). Limitations and proper use o the Hazen-Williams Equation, Journal o Hydraulic Engineering, ACE, 16(). pp Khatibi, R.H., Williams, J.J.R. and Wormleaton, P.R. (000). Friction parameters or low in nearly lat tidal channels, Journal o Hydraulic Engineering, ACE, 16(). pp Prabhata, K. and Akalank, K.J. (1976) Explicit equation or pipe low problems, Journal o Hydraulics ivision, ACE, Vol., No. 5, pp Ranga Raju, K.G. and Garde, R.J. (1971). iscussion o Flow in conduits with low roughness concentration by John A. Robertson, Journal o Hydraulics ivision, ACE, Vol. 97, No. 1, pp treeter, V.L. (1971). Fluid mechanics, McGraw-Hill, New York, 755p Journal o cience and Technology KNUT ecember 009

An MS Excel Add-in for Calculating Darcy Friction Factor

An MS Excel Add-in for Calculating Darcy Friction Factor Spreadsheets in Education (ejsie) Volume 0 Issue 3 Article 2 February 208 An MS Excel Add-in or Calculating Darcy Friction Factor Selami Demir Yildiz Technical University, Turkey, seldemir@yildiz.edu.tr

More information

Background to Rock Roughness Equation

Background to Rock Roughness Equation Background to Rock Roughness Equation WATERWAY MANAGEMENT PRACTICES Photo 1 Rock-lined fish ramp Photo 2 Added culvert bed roughness Introduction Formulas such as the Strickler Equation have been commonly

More information

Understanding Signal to Noise Ratio and Noise Spectral Density in high speed data converters

Understanding Signal to Noise Ratio and Noise Spectral Density in high speed data converters Understanding Signal to Noise Ratio and Noise Spectral Density in high speed data converters TIPL 4703 Presented by Ken Chan Prepared by Ken Chan 1 Table o Contents What is SNR Deinition o SNR Components

More information

Simulation of Flow Development in a Pipe

Simulation of Flow Development in a Pipe Tutorial 4. Simulation of Flow Development in a Pipe Introduction The purpose of this tutorial is to illustrate the setup and solution of a 3D turbulent fluid flow in a pipe. The pipe networks are common

More information

DESIGN & ENGINEERING DATA

DESIGN & ENGINEERING DATA DESIGN & ENGINEERING DATA Flow Friction loss through PVC pipe is normally obtained by using the Hazen-Williams equation shown below for water: f = 83 x ( 0 ) 2 x Q 2 Where: C di 4.8655 f = friction head

More information

Improving the Senior Level Hydraulic Engineering Design Course (CE 474) By Means of Computer Assisted Instruction

Improving the Senior Level Hydraulic Engineering Design Course (CE 474) By Means of Computer Assisted Instruction Improving the Senior Level Hydraulic Engineering Design Course (CE 474) By Means of Computer Assisted Instruction Rolando Bravo 1 Abstract- This paper presents the development of spreadsheet software at

More information

An Introduction to SolidWorks Flow Simulation 2010

An Introduction to SolidWorks Flow Simulation 2010 An Introduction to SolidWorks Flow Simulation 2010 John E. Matsson, Ph.D. SDC PUBLICATIONS www.sdcpublications.com Schroff Development Corporation Chapter 2 Flat Plate Boundary Layer Objectives Creating

More information

Neighbourhood Operations

Neighbourhood Operations Neighbourhood Operations Neighbourhood operations simply operate on a larger neighbourhood o piels than point operations Origin Neighbourhoods are mostly a rectangle around a central piel Any size rectangle

More information

Wood Stave Average value, regardless of age 120. Large sizes, good workmanship, steel forms 140

Wood Stave Average value, regardless of age 120. Large sizes, good workmanship, steel forms 140 APPENDIX I. VALUES OF C IN HAZEN WILLIAMS EQUATION TYPE OF PIPE Condition C New All Sizes 130 5 years old 12" and Over 120 8" 119 4" 118 10 years old 24" and Over 113 12" 111 4" 107 20 years old 24" and

More information

SolidWorks Flow Simulation 2014

SolidWorks Flow Simulation 2014 An Introduction to SolidWorks Flow Simulation 2014 John E. Matsson, Ph.D. SDC PUBLICATIONS Better Textbooks. Lower Prices. www.sdcpublications.com Powered by TCPDF (www.tcpdf.org) Visit the following websites

More information

Abstract. Introduction

Abstract. Introduction 9 ASEE ortheast Section onerence April 3-4, 9, Bridgeport, T Validation o Turbulence Models in STAR-M+ by.a..a. 3 Airoil haracteristics K. Ren*, J. Hu*, X. Xiong**, L. Zhang**, and J. Wei *Department o

More information

ISSN(PRINT): ,(ONLINE): ,VOLUME-1,ISSUE-1,

ISSN(PRINT): ,(ONLINE): ,VOLUME-1,ISSUE-1, NUMERICAL ANALYSIS OF THE TUBE BANK PRESSURE DROP OF A SHELL AND TUBE HEAT EXCHANGER Kartik Ajugia, Kunal Bhavsar Lecturer, Mechanical Department, SJCET Mumbai University, Maharashtra Assistant Professor,

More information

Three-Dimensional Object Representations Chapter 8

Three-Dimensional Object Representations Chapter 8 Three-Dimensional Object Representations Chapter 8 3D Object Representation A surace can be analticall generated using its unction involving the coordinates. An object can be represented in terms o its

More information

Application of Six Sigma Robust Optimization in Sheet Metal Forming

Application of Six Sigma Robust Optimization in Sheet Metal Forming Application o Six Sigma Robust Optimization in Sheet Metal Forming Y. Q. Li, Z. S. Cui, X. Y. Ruan, D. J. Zhang National Die and Mold CAD Engineering Research Center, Shanghai Jiao Tong University, Shanghai,

More information

MODELING OF WATERHAMMER EVENTS USING A LAGRANGEAN FORMULATION

MODELING OF WATERHAMMER EVENTS USING A LAGRANGEAN FORMULATION Mecánica Computacional Vol XXVIII, págs. 381-391 (artículo completo) Cristian García Bauza, Pablo Lotito, Lisandro Parente, Marcelo Vénere (Eds.) Tandil, Argentina, 3-6 Noviembre 2009 MODELING OF WATERHAMMER

More information

Reflection and Refraction

Reflection and Refraction Relection and Reraction Object To determine ocal lengths o lenses and mirrors and to determine the index o reraction o glass. Apparatus Lenses, optical bench, mirrors, light source, screen, plastic or

More information

Chapter 3 Image Enhancement in the Spatial Domain

Chapter 3 Image Enhancement in the Spatial Domain Chapter 3 Image Enhancement in the Spatial Domain Yinghua He School o Computer Science and Technology Tianjin University Image enhancement approaches Spatial domain image plane itsel Spatial domain methods

More information

UNIT #2 TRANSFORMATIONS OF FUNCTIONS

UNIT #2 TRANSFORMATIONS OF FUNCTIONS Name: Date: UNIT # TRANSFORMATIONS OF FUNCTIONS Part I Questions. The quadratic unction ollowing does,, () has a turning point at have a turning point? 7, 3, 5 5, 8. I g 7 3, then at which o the The structure

More information

Excel VBA-Based Solution to Pipe Flow Measurement Problem

Excel VBA-Based Solution to Pipe Flow Measurement Problem Spreadsheets in Education (ejsie) Volume 10 Issue 3 Article 1 February 2018 Excel VBA-Based Solution to Pipe Flow Measurement Problem Selami Demir Yildiz Technical University, Turkey, seldemir@yildiz.edu.tr

More information

Keywords: flows past a cylinder; detached-eddy-simulations; Spalart-Allmaras model; flow visualizations

Keywords: flows past a cylinder; detached-eddy-simulations; Spalart-Allmaras model; flow visualizations A TURBOLENT FLOW PAST A CYLINDER *Vít HONZEJK, **Karel FRAŇA *Technical University of Liberec Studentská 2, 461 17, Liberec, Czech Republic Phone:+ 420 485 353434 Email: vit.honzejk@seznam.cz **Technical

More information

SOLIDWORKS Flow Simulation 2016

SOLIDWORKS Flow Simulation 2016 An Introduction to SOLIDWORKS Flow Simulation 2016 John E. Matsson, Ph.D. SDC PUBLICATIONS Better Textbooks. Lower Prices. www.sdcpublications.com Powered by TCPDF (www.tcpdf.org) Visit the following websites

More information

CE 3372 Water Systems Design FALL EPANET by Example A How-to-Manual for Network Modeling

CE 3372 Water Systems Design FALL EPANET by Example A How-to-Manual for Network Modeling EPANET by Example A How-to-Manual for Network Modeling by Theodore G. Cleveland, Ph.D., P.E., Cristal C. Tay, EIT, and Caroline Neale, EIT Suggested Citation Cleveland, T.G., Tay, C.C., and Neale, C.N.

More information

CS485/685 Computer Vision Spring 2012 Dr. George Bebis Programming Assignment 2 Due Date: 3/27/2012

CS485/685 Computer Vision Spring 2012 Dr. George Bebis Programming Assignment 2 Due Date: 3/27/2012 CS8/68 Computer Vision Spring 0 Dr. George Bebis Programming Assignment Due Date: /7/0 In this assignment, you will implement an algorithm or normalizing ace image using SVD. Face normalization is a required

More information

Introduction to EPANET 2.0. What Is EPANET

Introduction to EPANET 2.0. What Is EPANET Introduction to EPANET 2.0 Shirley Clark, Penn State Harrisburg Robert Pitt, University of Alabama What Is EPANET Performs extended period simulation of hydraulic and water quality behavior within pressurized

More information

What Is EPANET. Introduction to EPANET 2.0. EPANET Hydraulic Modeling Capabilities. EPANET Operational Definitions

What Is EPANET. Introduction to EPANET 2.0. EPANET Hydraulic Modeling Capabilities. EPANET Operational Definitions What Is EPANET Introduction to EPANET 2.0 Shirley Clark, Penn State Harrisburg Robert Pitt, University of Alabama Performs extended period simulation of hydraulic and water quality behavior within pressurized

More information

The Graph of an Equation Graph the following by using a table of values and plotting points.

The Graph of an Equation Graph the following by using a table of values and plotting points. Calculus Preparation - Section 1 Graphs and Models Success in math as well as Calculus is to use a multiple perspective -- graphical, analytical, and numerical. Thanks to Rene Descartes we can represent

More information

CFD modelling of thickened tailings Final project report

CFD modelling of thickened tailings Final project report 26.11.2018 RESEM Remote sensing supporting surveillance and operation of mines CFD modelling of thickened tailings Final project report Lic.Sc.(Tech.) Reeta Tolonen and Docent Esa Muurinen University of

More information

Digital Image Processing. Image Enhancement in the Spatial Domain (Chapter 4)

Digital Image Processing. Image Enhancement in the Spatial Domain (Chapter 4) Digital Image Processing Image Enhancement in the Spatial Domain (Chapter 4) Objective The principal objective o enhancement is to process an images so that the result is more suitable than the original

More information

NONUNIFORM FLOW AND PROFILES. Nonuniform flow varies in depth along the channel reach. Figure 1 Nonuniform Flow

NONUNIFORM FLOW AND PROFILES. Nonuniform flow varies in depth along the channel reach. Figure 1 Nonuniform Flow Nonuniorm Flow and Proiles Page 1 NONUNIFORM FLOW AND PROFILES Nonuniorm Flow Nonuniorm low varies in depth along the channel reach. Figure 1 Nonuniorm Flow Most lows are nonuniorm because Most channels

More information

A Computer Algorithm for Sprinkler Hydraulic Calculations r. By Jorge R. López, MSME, PE

A Computer Algorithm for Sprinkler Hydraulic Calculations r. By Jorge R. López, MSME, PE A Computer Algorithm for Sprinkler Hydraulic Calculations r By Jorge R. López, MSME, PE Introduction In 996, the National Fire Protection Association (NFPA) approved a new revision of Standard 3 Standard

More information

The following syntax is associated with the PERMEABILITY LOG-LOG command:

The following syntax is associated with the PERMEABILITY LOG-LOG command: 1 APES documentation (revision date: 200209) PERMEABILITY LOG-LOG command Synopsis The PERMEABILITY LOG-LOG command is used to specify values for permeability coefficients that vary logarithmically Such

More information

CFD Analysis of a Fully Developed Turbulent Flow in a Pipe with a Constriction and an Obstacle

CFD Analysis of a Fully Developed Turbulent Flow in a Pipe with a Constriction and an Obstacle CFD Analysis of a Fully Developed Turbulent Flow in a Pipe with a Constriction and an Obstacle C, Diyoke Mechanical Engineering Department Enugu State University of Science & Tech. Enugu, Nigeria U, Ngwaka

More information

Binary Morphological Model in Refining Local Fitting Active Contour in Segmenting Weak/Missing Edges

Binary Morphological Model in Refining Local Fitting Active Contour in Segmenting Weak/Missing Edges 0 International Conerence on Advanced Computer Science Applications and Technologies Binary Morphological Model in Reining Local Fitting Active Contour in Segmenting Weak/Missing Edges Norshaliza Kamaruddin,

More information

Optimum design of roll forming process of slide rail using design of experiments

Optimum design of roll forming process of slide rail using design of experiments Journal o Mechanical Science and Technology 22 (28) 1537~1543 Journal o Mechanical Science and Technology www.springerlink.com/content/1738-494x DOI 1.17/s1226-8-43-9 Optimum design o roll orming process

More information

Computational Fluid Dynamics (CFD) Simulation in Air Duct Channels Using STAR CCM+

Computational Fluid Dynamics (CFD) Simulation in Air Duct Channels Using STAR CCM+ Available onlinewww.ejaet.com European Journal of Advances in Engineering and Technology, 2017,4 (3): 216-220 Research Article ISSN: 2394-658X Computational Fluid Dynamics (CFD) Simulation in Air Duct

More information

Method estimating reflection coefficients of adaptive lattice filter and its application to system identification

Method estimating reflection coefficients of adaptive lattice filter and its application to system identification Acoust. Sci. & Tech. 28, 2 (27) PAPER #27 The Acoustical Society o Japan Method estimating relection coeicients o adaptive lattice ilter and its application to system identiication Kensaku Fujii 1;, Masaaki

More information

Computer Aided Design of the Critical Speed of Shafts AKPOBI, J.A.; OVUWORIE, G.C.

Computer Aided Design of the Critical Speed of Shafts AKPOBI, J.A.; OVUWORIE, G.C. JASEM ISSN 9-836 All rights reserved Full-text Available Online at www.bioline.org.br/ja J. Appl. Sci. Environ. Manage. December, 008 Vol. (4) 79-86 Computer Aided Design of the Critical Speed of Shafts

More information

9.3 Transform Graphs of Linear Functions Use this blank page to compile the most important things you want to remember for cycle 9.

9.3 Transform Graphs of Linear Functions Use this blank page to compile the most important things you want to remember for cycle 9. 9. Transorm Graphs o Linear Functions Use this blank page to compile the most important things you want to remember or cycle 9.: Sec Math In-Sync by Jordan School District, Utah is licensed under a 6 Function

More information

Numerical Simulation of Flow around a Spur Dike with Free Surface Flow in Fixed Flat Bed. Mukesh Raj Kafle

Numerical Simulation of Flow around a Spur Dike with Free Surface Flow in Fixed Flat Bed. Mukesh Raj Kafle TUTA/IOE/PCU Journal of the Institute of Engineering, Vol. 9, No. 1, pp. 107 114 TUTA/IOE/PCU All rights reserved. Printed in Nepal Fax: 977-1-5525830 Numerical Simulation of Flow around a Spur Dike with

More information

Keysight Technologies Specifying Calibration Standards and Kits for Keysight Vector Network Analyzers. Application Note

Keysight Technologies Specifying Calibration Standards and Kits for Keysight Vector Network Analyzers. Application Note Keysight Technologies Speciying Calibration Standards and Kits or Keysight Vector Network Analyzers Application Note Introduction Measurement errors in network analysis can be separated into two categories:

More information

A6525 Fall 2015 Solutions to Problem Set #2. This is the case of a single plano-convex lens. The specifications are:

A6525 Fall 2015 Solutions to Problem Set #2. This is the case of a single plano-convex lens. The specifications are: A655 Fall 05 Solutions to Problem Set # Problem : This is the case o a single plano-convex lens. The speciications are: Focal length ~ 5 cm Diameter D = 0 cm Index o reraction n =. Size o aperture stop

More information

A BEND GEOTHERMALTWO-PHASE PRESSURE LOSS 1. INTRODUCTION. Geothermal Institute, University of Auckland

A BEND GEOTHERMALTWO-PHASE PRESSURE LOSS 1. INTRODUCTION. Geothermal Institute, University of Auckland GEOTHERMALTWO-PHASE PRESSURE LOSS A BEND A. K.C. Geothermal Institute, University of Auckland Jakarta, Indonesia SUMMARY When a two-phase fluid flows through a bend, its flow pattern is disturbed. The

More information

Simulation and Validation of Turbulent Pipe Flows

Simulation and Validation of Turbulent Pipe Flows Simulation and Validation of Turbulent Pipe Flows ENGR:2510 Mechanics of Fluids and Transport Processes CFD LAB 1 (ANSYS 17.1; Last Updated: Oct. 10, 2016) By Timur Dogan, Michael Conger, Dong-Hwan Kim,

More information

Math-3 Lesson 1-7 Analyzing the Graphs of Functions

Math-3 Lesson 1-7 Analyzing the Graphs of Functions Math- Lesson -7 Analyzing the Graphs o Functions Which unctions are symmetric about the y-axis? cosx sin x x We call unctions that are symmetric about the y -axis, even unctions. Which transormation is

More information

A Cartesian Grid Method with Transient Anisotropic Adaptation

A Cartesian Grid Method with Transient Anisotropic Adaptation Journal o Computational Physics 179, 469 494 (2002) doi:10.1006/jcph.2002.7067 A Cartesian Grid Method with Transient Anisotropic Adaptation F. E. Ham, F. S. Lien, and A. B. Strong Department o Mechanical

More information

SOLIDWORKS Flow Simulation 2015

SOLIDWORKS Flow Simulation 2015 An Introduction to SOLIDWORKS Flow Simulation 2015 John E. Matsson, Ph.D. SDC PUBLICATIONS Better Textbooks. Lower Prices. www.sdcpublications.com Powered by TCPDF (www.tcpdf.org) Visit the following websites

More information

Strömningslära Fluid Dynamics. Computer laboratories using COMSOL v4.4

Strömningslära Fluid Dynamics. Computer laboratories using COMSOL v4.4 UMEÅ UNIVERSITY Department of Physics Claude Dion Olexii Iukhymenko May 15, 2015 Strömningslära Fluid Dynamics (5FY144) Computer laboratories using COMSOL v4.4!! Report requirements Computer labs must

More information

FLOW VISUALISATION AROUND A SOLID SPHERE ON A ROUGH BED UNDER REGULAR WAVES

FLOW VISUALISATION AROUND A SOLID SPHERE ON A ROUGH BED UNDER REGULAR WAVES FLOW VISUALISATION AROUND A SOLID SPHERE ON A ROUGH BED UNDER REGULAR WAVES H.P.V.Vithana 1, Richard Simons 2 and Martin Hyde 3 Flow visualization using Volumetric Three-component Velocimetry (V3V) was

More information

SIMULATION OPTIMIZER AND OPTIMIZATION METHODS TESTING ON DISCRETE EVENT SIMULATIONS MODELS AND TESTING FUNCTIONS

SIMULATION OPTIMIZER AND OPTIMIZATION METHODS TESTING ON DISCRETE EVENT SIMULATIONS MODELS AND TESTING FUNCTIONS SIMULATION OPTIMIZER AND OPTIMIZATION METHODS TESTING ON DISCRETE EVENT SIMULATIONS MODELS AND TESTING UNCTIONS Pavel Raska (a), Zdenek Ulrych (b), Petr Horesi (c) (a) Department o Industrial Engineering

More information

Wave load formulae for prediction of wave-induced forces on a slender pile within pile groups

Wave load formulae for prediction of wave-induced forces on a slender pile within pile groups Wave load ormulae or prediction o wave-induced orces on a slender pile within pile groups Lisham Bonakdar 1 *, Hocine Oumeraci 1 and Amir Etemad-Shahidi 2 1 Leichtweiss-Institute or Hydraulic Engineering

More information

INVESTIGATION OF HYDRAULIC PERFORMANCE OF A FLAP TYPE CHECK VALVE USING CFD AND EXPERIMENTAL TECHNIQUE

INVESTIGATION OF HYDRAULIC PERFORMANCE OF A FLAP TYPE CHECK VALVE USING CFD AND EXPERIMENTAL TECHNIQUE International Journal of Mechanical Engineering and Technology (IJMET) Volume 10, Issue 1, January 2019, pp. 409 413, Article ID: IJMET_10_01_042 Available online at http://www.ia aeme.com/ijmet/issues.asp?jtype=ijmet&vtype=

More information

SUCTION FILTERS. PRESSURE (ISO :2002) Collapse, differential for the fi lter element (ISO 2941): 1 MPa (10 bar)

SUCTION FILTERS. PRESSURE (ISO :2002) Collapse, differential for the fi lter element (ISO 2941): 1 MPa (10 bar) COMPONENTS SUCTION ILTERS SD MATERIALS Cover & housing: Anodized aluminium alloy or 6&6 only: Cover: anodized aluminium alloy Housing: steel ypass valve: Polyammide Seals: NR Nitrile (KM on request fl

More information

Measuring the Vulnerability of Interconnection. Networks in Embedded Systems. University of Massachusetts, Amherst, MA 01003

Measuring the Vulnerability of Interconnection. Networks in Embedded Systems. University of Massachusetts, Amherst, MA 01003 Measuring the Vulnerability o Interconnection Networks in Embedded Systems V. Lakamraju, Z. Koren, I. Koren, and C. M. Krishna Department o Electrical and Computer Engineering University o Massachusetts,

More information

DAM-BREAK FLOW IN A CHANNEL WITH A SUDDEN ENLARGEMENT

DAM-BREAK FLOW IN A CHANNEL WITH A SUDDEN ENLARGEMENT THEME C: Dam Break 221 DAM-BREAK FLOW IN A CHANNEL WITH A SUDDEN ENLARGEMENT Soares Frazão S. 1,2, Lories D. 1, Taminiau S. 1 and Zech Y. 1 1 Université catholique de Louvain, Civil Engineering Department

More information

Supplementary Information for Publication

Supplementary Information for Publication Supplementary Inormation or Publication Large-area one-step assembly o 3-dimensional porous metal micro/nanocages by ethanol-assisted emtosecond laser irradiation or enhanced antirelection and hydrophobicity

More information

Computational Flow Analysis of Para-rec Bluff Body at Various Reynold s Number

Computational Flow Analysis of Para-rec Bluff Body at Various Reynold s Number International Journal of Engineering Research and Technology. ISSN 0974-3154 Volume 6, Number 5 (2013), pp. 667-674 International Research Publication House http://www.irphouse.com Computational Flow Analysis

More information

9.8 Graphing Rational Functions

9.8 Graphing Rational Functions 9. Graphing Rational Functions Lets begin with a deinition. Deinition: Rational Function A rational unction is a unction o the orm P where P and Q are polynomials. Q An eample o a simple rational unction

More information

The Rational Zero Theorem

The Rational Zero Theorem The Rational Zero Theorem Our goal in this section is to learn how we can ind the rational zeros o the polynomials. For example: x = x 4 + x x x + ( ) We could randomly try some actors and use synthetic

More information

10. SOPC Builder Component Development Walkthrough

10. SOPC Builder Component Development Walkthrough 10. SOPC Builder Component Development Walkthrough QII54007-9.0.0 Introduction This chapter describes the parts o a custom SOPC Builder component and guides you through the process o creating an example

More information

Numerical calculation of the wind action on buildings using Eurocode 1 atmospheric boundary layer velocity profiles

Numerical calculation of the wind action on buildings using Eurocode 1 atmospheric boundary layer velocity profiles Numerical calculation of the wind action on buildings using Eurocode 1 atmospheric boundary layer velocity profiles M. F. P. Lopes IDMEC, Instituto Superior Técnico, Av. Rovisco Pais 149-1, Lisboa, Portugal

More information

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 3, 2012

INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 3, 2012 INTERNATIONAL JOURNAL OF CIVIL AND STRUCTURAL ENGINEERING Volume 2, No 3, 2012 Copyright 2010 All rights reserved Integrated Publishing services Research article ISSN 0976 4399 Efficiency and performances

More information

Study on the Design Method of Impeller on Low Specific Speed Centrifugal Pump

Study on the Design Method of Impeller on Low Specific Speed Centrifugal Pump Send Orders for Reprints to reprints@benthamscience.ae 594 The Open Mechanical Engineering Journal, 2015, 9, 594-600 Open Access Study on the Design Method of Impeller on Low Specific Speed Centrifugal

More information

ITU - Telecommunication Standardization Sector. G.fast: Far-end crosstalk in twisted pair cabling; measurements and modelling ABSTRACT

ITU - Telecommunication Standardization Sector. G.fast: Far-end crosstalk in twisted pair cabling; measurements and modelling ABSTRACT ITU - Telecommunication Standardization Sector STUDY GROUP 15 Temporary Document 11RV-22 Original: English Richmond, VA. - 3-1 Nov. 211 Question: 4/15 SOURCE 1 : TNO TITLE: G.ast: Far-end crosstalk in

More information

Numerical Modeling of Flow Around Groynes with Different Shapes Using TELEMAC-3D Software

Numerical Modeling of Flow Around Groynes with Different Shapes Using TELEMAC-3D Software American Journal of Water Science and Engineering 2016; 2(6): 43-52 http://www.sciencepublishinggroup.com/j/ajwse doi: 10.11648/j.ajwse.20160206.11 Numerical Modeling of Flow Around Groynes with Different

More information

Interaction between turbulent flow and free surfaces

Interaction between turbulent flow and free surfaces Center or Turbulence Research Annual Research Bries 2002 301 Interaction between turbulent low and ree suraces By Y.-N. Young, F. E. Ham, AND N. N. Mansour 1. Motivation and objectives Fluids with interaces

More information

VSS UNIVERSITY OF TECHNOLOGY, BURLA, ODISHA CIVIL ENGINEERING DEPARTMENT CURRICULUM For B.TECH 4 TH SEM THEORY BCE204-FLUID MECHANICS (3-1-0) CR-04

VSS UNIVERSITY OF TECHNOLOGY, BURLA, ODISHA CIVIL ENGINEERING DEPARTMENT CURRICULUM For B.TECH 4 TH SEM THEORY BCE204-FLUID MECHANICS (3-1-0) CR-04 VSS UNIVERSITY OF TECHNOLOGY, BURLA, ODISHA CIVIL ENGINEERING DEPARTMENT CURRICULUM For B.TECH 4 TH SEM THEORY BCE204-FLUID MECHANICS (3-1-0) CR-04 Introduction Physical properties of fluids; Density;

More information

Age Effects on Iron-Based Pipes in Water Distribution Systems

Age Effects on Iron-Based Pipes in Water Distribution Systems Utah State University DigitalCommons@USU All Graduate Theses and Dissertations Graduate Studies 12-2009 Age Effects on Iron-Based Pipes in Water Distribution Systems Ryan T. Christensen Utah State University

More information

Simulation of Turbulent Flow around an Airfoil

Simulation of Turbulent Flow around an Airfoil 1. Purpose Simulation of Turbulent Flow around an Airfoil ENGR:2510 Mechanics of Fluids and Transfer Processes CFD Lab 2 (ANSYS 17.1; Last Updated: Nov. 7, 2016) By Timur Dogan, Michael Conger, Andrew

More information

Tutorial: Hydrodynamics of Bubble Column Reactors

Tutorial: Hydrodynamics of Bubble Column Reactors Tutorial: Introduction The purpose of this tutorial is to provide guidelines and recommendations for solving a gas-liquid bubble column problem using the multiphase mixture model, including advice on solver

More information

MODELING PARTICLE DEPOSITION IN VENTILATION DUCTS

MODELING PARTICLE DEPOSITION IN VENTILATION DUCTS MODELING PARTICLE DEPOSITION IN VENTILATION DUCTS MR Sippola 1* and WW Nazaroff 1,2 1 Dept. of Civil and Environmental Engineering, University of California, Berkeley, CA, USA 2 Indoor Environment Dept.,

More information

Investigation of the critical submergence at pump intakes based on multiphase CFD calculations

Investigation of the critical submergence at pump intakes based on multiphase CFD calculations Advances in Fluid Mechanics X 143 Investigation of the critical submergence at pump intakes based on multiphase CFD calculations P. Pandazis & F. Blömeling TÜV NORD SysTec GmbH and Co. KG, Germany Abstract

More information

Solution of the Hyperbolic Partial Differential Equation on Graphs and Digital Spaces: A Klein Bottle a Projective Plane and a 4D Sphere

Solution of the Hyperbolic Partial Differential Equation on Graphs and Digital Spaces: A Klein Bottle a Projective Plane and a 4D Sphere International Journal o Discrete Mathematics 2017; 2(3): 88-94 http://wwwsciencepublishinggroupcom/j/dmath doi: 1011648/jdmath2017020315 olution o the Hyperbolic Partial Dierential Equation on Graphs and

More information

Numerical Modeling Study for Fish Screen at River Intake Channel ; PH (505) ; FAX (505) ;

Numerical Modeling Study for Fish Screen at River Intake Channel ; PH (505) ; FAX (505) ; Numerical Modeling Study for Fish Screen at River Intake Channel Jungseok Ho 1, Leslie Hanna 2, Brent Mefford 3, and Julie Coonrod 4 1 Department of Civil Engineering, University of New Mexico, Albuquerque,

More information

Lenses & Prism Consider light entering a prism At the plane surface perpendicular light is unrefracted Moving from the glass to the slope side light

Lenses & Prism Consider light entering a prism At the plane surface perpendicular light is unrefracted Moving from the glass to the slope side light Lenses & Prism Consider light entering a prism At the plane surace perpendicular light is unreracted Moving rom the glass to the slope side light is bent away rom the normal o the slope Using Snell's law

More information

Estimating Along-Channel Flow and Sediment Transport at Tidal Entrances EbbJet Calculator

Estimating Along-Channel Flow and Sediment Transport at Tidal Entrances EbbJet Calculator Estimating Along-Channel Flow and Sediment Transport at Tidal Entrances EbbJet Calculator by Mark S. Gosselin and Kenneth R. Craig PURPOSE: The Coastal Engineering Technical Note (CHETN) herein describes

More information

Automatic mesh generation for LES in complex geometries

Automatic mesh generation for LES in complex geometries Center or Turbulence Research Annual Research Bries 2005 19 Automatic mesh generation or LES in complex geometries By G. Iaccarino AND F. Ham 1. Motivation and objectives Immersed Boundary (IB) methods

More information

A Proposed Approach for Solving Rough Bi-Level. Programming Problems by Genetic Algorithm

A Proposed Approach for Solving Rough Bi-Level. Programming Problems by Genetic Algorithm Int J Contemp Math Sciences, Vol 6, 0, no 0, 45 465 A Proposed Approach or Solving Rough Bi-Level Programming Problems by Genetic Algorithm M S Osman Department o Basic Science, Higher Technological Institute

More information

MATRIX ALGORITHM OF SOLVING GRAPH CUTTING PROBLEM

MATRIX ALGORITHM OF SOLVING GRAPH CUTTING PROBLEM UDC 681.3.06 MATRIX ALGORITHM OF SOLVING GRAPH CUTTING PROBLEM V.K. Pogrebnoy TPU Institute «Cybernetic centre» E-mail: vk@ad.cctpu.edu.ru Matrix algorithm o solving graph cutting problem has been suggested.

More information

Abstract. I. Introduction

Abstract. I. Introduction 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials Conerence 8 - April 005, Austin, Texas AIAA 005-83 M Intuitive Design Selection Using Visualized n-dimensional Pareto Frontier G.

More information

MPC Based Driver's Intention Prediction Method for Vehicle Stability Control

MPC Based Driver's Intention Prediction Method for Vehicle Stability Control nd International Conerence on Automation echanical and Electrical Engineering (AEE 7) PC Based Driver's Intention Prediction ethod or Vehicle Stability Control Shunhang Zheng Bangcheng Zhang Shaosong Li

More information

A Novel Accurate Genetic Algorithm for Multivariable Systems

A Novel Accurate Genetic Algorithm for Multivariable Systems World Applied Sciences Journal 5 (): 137-14, 008 ISSN 1818-495 IDOSI Publications, 008 A Novel Accurate Genetic Algorithm or Multivariable Systems Abdorreza Alavi Gharahbagh and Vahid Abolghasemi Department

More information

The spatial frequency response and resolution limitations of pixelated mask spatial carrier based phase shifting interferometry

The spatial frequency response and resolution limitations of pixelated mask spatial carrier based phase shifting interferometry The spatial requency response and resolution limitations o pixelated mask spatial carrier based phase shiting intererometry Brad Kimbrough, James Millerd 4D Technology Corporation, 80 E. Hemisphere Loop,

More information

Representative Fraction (RF) is a numerical statement of the scale relationship. e.g., 1:24,000 or 1/24,000

Representative Fraction (RF) is a numerical statement of the scale relationship. e.g., 1:24,000 or 1/24,000 Scale and Measurement Scale can be deined as a statement o the relationship between the distance o a map or image in relation to the distance on the Earth surace. This association may be displayed using

More information

Non-Newtonian Transitional Flow in an Eccentric Annulus

Non-Newtonian Transitional Flow in an Eccentric Annulus Tutorial 8. Non-Newtonian Transitional Flow in an Eccentric Annulus Introduction The purpose of this tutorial is to illustrate the setup and solution of a 3D, turbulent flow of a non-newtonian fluid. Turbulent

More information

Image Pre-processing and Feature Extraction Techniques for Magnetic Resonance Brain Image Analysis

Image Pre-processing and Feature Extraction Techniques for Magnetic Resonance Brain Image Analysis Image Pre-processing and Feature Extraction Techniques or Magnetic Resonance Brain Image Analysis D. Jude Hemanth and J. Anitha Department o ECE, Karunya University, Coimbatore, India {jude_hemanth,rajivee1}@redimail.com

More information

PRESSURE DROP IN LARGE DIAMETER GEOTHERMAL TWO-PHASE PIPELINES

PRESSURE DROP IN LARGE DIAMETER GEOTHERMAL TWO-PHASE PIPELINES PRESSURE DROP IN LARGE DIAMETER GEOTHERMAL TWO-PHASE PIPELINES Rizaldy 1 and Sadiq J. Zarrouk 2 1 PT Pertamina Geothermal Energy, Skyline Building No. 9, Jakarta, Indonesia 2 Department of Engineering

More information

Unit #19 : Functions of Many Variables, and Vectors in R 2 and R 3

Unit #19 : Functions of Many Variables, and Vectors in R 2 and R 3 Unit #19 : Functions of Many Variables, and Vectors in R 2 and R 3 Goals: To introduce tangent planes for functions of two variables. To consider functions of more than two variables and their level surfaces.

More information

NUMERICAL MODELING STUDY FOR FLOW PATTERN CHANGES INDUCED BY SINGLE GROYNE

NUMERICAL MODELING STUDY FOR FLOW PATTERN CHANGES INDUCED BY SINGLE GROYNE NUMERICAL MODELING STUDY FOR FLOW PATTERN CHANGES INDUCED BY SINGLE GROYNE Jungseok Ho 1, Hong Koo Yeo 2, Julie Coonrod 3, and Won-Sik Ahn 4 1 Research Assistant Professor, Dept. of Civil Engineering,

More information

EPANET 2 USERS MANUAL

EPANET 2 USERS MANUAL EPA/600/R-00/057 September 2000 EPANET 2 USERS MANUAL By Lewis A. Rossman Water Supply and Water Resources Division National Risk Management Research Laboratory Cincinnati, OH 45268 NATIONAL RISK MANAGEMENT

More information

Investigation of the behaviour of single span reinforced concrete historic bridges by using the finite element method

Investigation of the behaviour of single span reinforced concrete historic bridges by using the finite element method Structural Studies, Repairs and Maintenance of Heritage Architecture XI 279 Investigation of the behaviour of single span reinforced concrete historic bridges by using the finite element method S. B. Yuksel

More information

Simulation of Laminar Pipe Flows

Simulation of Laminar Pipe Flows Simulation of Laminar Pipe Flows 57:020 Mechanics of Fluids and Transport Processes CFD PRELAB 1 By Timur Dogan, Michael Conger, Maysam Mousaviraad, Tao Xing and Fred Stern IIHR-Hydroscience & Engineering

More information

SOLIDWORKS Flow Simulation 2015

SOLIDWORKS Flow Simulation 2015 An Introduction to SOLIDWORKS Flow Simulation 2015 John E. Matsson, Ph.D. SDC PUBLICATIONS Better Textbooks. Lower Prices. www.sdcpublications.com Powered by TCPDF (www.tcpdf.org) Visit the following websites

More information

Verification of Laminar and Validation of Turbulent Pipe Flows

Verification of Laminar and Validation of Turbulent Pipe Flows 1 Verification of Laminar and Validation of Turbulent Pipe Flows 1. Purpose ME:5160 Intermediate Mechanics of Fluids CFD LAB 1 (ANSYS 18.1; Last Updated: Aug. 1, 2017) By Timur Dogan, Michael Conger, Dong-Hwan

More information

Binary recursion. Unate functions. If a cover C(f) is unate in xj, x, then f is unate in xj. x

Binary recursion. Unate functions. If a cover C(f) is unate in xj, x, then f is unate in xj. x Binary recursion Unate unctions! Theorem I a cover C() is unate in,, then is unate in.! Theorem I is unate in,, then every prime implicant o is unate in. Why are unate unctions so special?! Special Boolean

More information

ON INVESTIGATING THE C-TRANSITION CURVE FOR NOISE REDUCTION

ON INVESTIGATING THE C-TRANSITION CURVE FOR NOISE REDUCTION On Investigating The C-Transition Curve for Noise Reduction ON INVESTIGATING THE C-TRANSITION CURVE FOR NOISE REDUCTION Azma Putra 1*, Or Khai Hee 2, Saifudin Hafiz Yahaya 3 1,2 Faculty of Mechanical Engineering,

More information

Transformations of Functions. Shifting Graphs. Similarly, you can obtain the graph of. g x x 2 2 f x 2. Vertical and Horizontal Shifts

Transformations of Functions. Shifting Graphs. Similarly, you can obtain the graph of. g x x 2 2 f x 2. Vertical and Horizontal Shifts 0_007.qd /7/05 : AM Page 7 7 Chapter Functions and Their Graphs.7 Transormations o Functions What ou should learn Use vertical and horizontal shits to sketch graphs o unctions. Use relections to sketch

More information

Local Linearity (Tangent Plane) Unit #19 : Functions of Many Variables, and Vectors in R 2 and R 3

Local Linearity (Tangent Plane) Unit #19 : Functions of Many Variables, and Vectors in R 2 and R 3 Local Linearity and the Tangent Plane - 1 Unit #19 : Functions of Many Variables, and Vectors in R 2 and R 3 Goals: To introduce tangent planes for functions of two variables. To consider functions of

More information

ON THE VELOCITY OF A WEIGHTED CYLINDER DOWN AN INCLINED PLANE

ON THE VELOCITY OF A WEIGHTED CYLINDER DOWN AN INCLINED PLANE ON THE VELOCITY OF A WEIGHTED CYLINDER DOWN AN INCLINED PLANE Raghav Grover and Aneesh Agarwal RG (Grade 12 High School), AA (Grade 11 High School) Department of Physics, The Doon School, Dehradun. raghav.503.2019@doonschool.com,

More information

CFD STUDY OF MIXING PROCESS IN RUSHTON TURBINE STIRRED TANKS

CFD STUDY OF MIXING PROCESS IN RUSHTON TURBINE STIRRED TANKS Third International Conference on CFD in the Minerals and Process Industries CSIRO, Melbourne, Australia 10-12 December 2003 CFD STUDY OF MIXING PROCESS IN RUSHTON TURBINE STIRRED TANKS Guozhong ZHOU 1,2,

More information

Computational Fluid Dynamics (CFD) is a body of knowledge and technique

Computational Fluid Dynamics (CFD) is a body of knowledge and technique 2.1. Introduction Computational Fluid Dynamics (CFD) is a body o nowledge and technique used to solve mathematical models o luid dynamics on digital computers. The three major tass involved in CFD are

More information