Engineer's Guide to MATLAB : With Applications from Mechanical, Aerospace, Electrical, and Civil Engineering

by Magrab, Edward B.; Azarm, Shapour; Balachandran, Balakumar; Duncan, James; Herold, Keith; Walsh, Gregory

• ISBN13: 9780131454996
• ISBN10: 0131454994
• Additional ISBN(s): 9780131991101
• Edition: 2nd
• Format: Hardcover
• Copyright: 2011-01-01
• Publisher: Pearson College Div
• More Book Details
• Purchase Benefits

Summary

This authoritative book guides readers in developing a strong working knowledge of MATLAB to solve a wide range of engineering problems. Since solving these problems usually involves writing relatively short, one-time-use programs, the authors demonstrate how to effectively develop such programs in MATLABprograms that are compact yet readable, easy to debug, and execute fast. Emphasis is on using MATLAB to obtain solutions to several classes of engineering problems, so technical material is presented in summary form only.

Table of Contents

List of Examples	xv
Preface to Second Edition	xxi
Preface to First Edition	xxiii
1 Introduction	1	(27)
Edward B. Magrab
1.1 Introduction	1	(1)
1.2 The MATLAB Environment	2	(1)
1.3 Ways to Use MATLAB	3	(17)
1.3.1 Preliminaries-Command Window Management	3	(3)
1.3.2 Executing Expressions from the MATLAB Command Window-Basic MATLAB Syntax	6	(8)
1.3.3 Creating Scripts and Executing Them from the MATLAB Editor	14	(6)
1.4 Online Help	20	(1)
1.5 Some Suggestions on How to Use MATLAB	21	(1)
1.6 Organization of the Book and Its Goals	22	(1)
1.7 Summary of Functions Introduced	22	(1)
Exercises	23	(5)
2 Matrices and MATLAB	28	(59)
Edward B. Magrab
2.1 Introduction	28	(1)
2.2 Definitions of Matrices and Vectors	29	(1)
2.3 Creation of Vectors	30	(9)
2.4 Creation of Matrices	39	(14)
2.5 Dot Operations	53	(8)
2.6 Mathematical Operations with Matrices	61	(16)
2.6.1 Addition and Subtraction	62	(1)
2.6.2 Multiplication	62	(8)
2.6.3 Determinants	70	(3)
2.6.4 Matrix Inverse	73	(1)
2.6.5 Solution of a System of Equations	74	(3)
2.7 Summary of Functions Introduced	77	(1)
Exercises	78	(9)
3 Data Input/Output	87	(18)
Edward B. Magrab
3.1 Strings and Annotated Output	87	(18)
3.1.1 Creating Strings	87	(3)
3.1.2 Converting Numerical Values to Strings and isplaying Them	90	(4)
3.2 Entering Data with input	94	(2)
3.2.1 Entering a Scalar	94	(1)
3.2.2 Entering a String	95	(1)
3.2.3 Entering a Vector	96	(1)
3.2.4 Entering a Matrix	96	(1)
3.3 Input/Output Data Files	96	(3)
3.4 Cell Arrays	99	(2)
3.5 Input Microsoft Excel™ Files	101	(2)
3.6 Summary of Functions Introduced	103	(1)
Exercises	103	(2)
4 Program Flow Control	105	(17)
Edward B. Magrab
4.1 Introduction-The Logical Operator	105	(2)
4.2 Control of Program Flow	107	(12)
4.2.1 Branching- If Statement	107	(2)
4.2.2 Branching-Switch Statement	109	(2)
4.2.3 For Loop	111	(6)
4.2.4 While Loop	117	(2)
4.2.5 Early Termination of Either a for or a while Loop	119	(1)
4.3 Summary of Functions Introduced	119	(1)
Exercises	120	(2)
5 Functions	122	(72)
Edward B. Magrab
5.1 Introduction	123	(1)
5.1.1 Why Use Functions?	123	(1)
5.1.2 Naming Functions	123	(1)
5.1.3 Length of Functions	124	(1)
5.1.4 Debugging Functions	124	(1)
5.2 Creating Functions	124	(9)
5.2.1 Introduction	124	(1)
5.2.2 Function File	125	(6)
5.2.3 inline	131	(1)
5.2.4 Sub Functions	132	(1)
5.3 User-Defined Functions, Function Handles, and feval	133	(2)
5.4 MATLAB Functions that Operate on Arrays of Data	135	(12)
5.4.1 Introduction	135	(1)
5.4.2 Fitting Data with Polynomials-polyfit/polyval	135	(2)
5.4.3 Fitting Data with spline	137	(1)
5.4.4 Interpolation of Data-interpl	138	(1)
5.4.5 Numerical Integration-trapz	139	(3)
5.4.6 Digital Signal Processing-fft and ifft	142	(5)
5.5 MATLAB Functions that Require User-Created Functions	147	(23)
5.5.1 Zeros of Functions-fzero and roots/poly	148	(5)
5.5.2 Numerical Integration-quadl and dblquad	153	(3)
5.5.3 Numerical Solutions of Ordinary Differential Equations-ode45	156	(6)
5.5.4 Numerical Solutions of Ordinary Differential Equations-bvp4c	162	(4)
5.5.5 Minimum of a Function-fminbnd	166	(2)
5.5.6 Numerical Solutions of Nonlinear Equations-fsolve	168	(2)
5.6 The Symbolic Toolbox and the Creation of Functions	170	(9)
5.7 Summary of Functions Introduced	179	(2)
Exercises	181	(13)
6 2D Graphics	194	(50)
Edward B. Magrab
6.1 Introduction	194	(4)
6.2 Basic 2D Plotting Commands	198	(13)
6.2.1 Points	199	(1)
6.2.2 Lines	199	(2)
6.2.3 Circles	201	(2)
6.2.4 Family of Curves	203	(1)
6.2.5 Multiple Functions Plotted on One Figure	204	(1)
6.2.6 Changing Graph Appearance	205	(3)
6.2.7 Some Special-Purpose Graphs	208	(3)
6.3 Graph Annotations and Visual Enhancement	211	(20)
6.3.1 Introduction	211	(1)
6.3.2 Axes and Curve Labels, Figure Titles, Legends, and Text	211	(3)
6.3.3 Filling in Areas	214	(4)
6.3.4 Greek Letters, Mathematical Symbols, Subscripts, and Superscripts	218	(2)
6.3.5 Altering the Attributes of Axes, Curves, and Text	220	(11)
6.4 Summary of Functions Introduced	231	(1)
Exercises	232	(12)
7 3D Graphics	244	(30)
Edward B. Magrab
7.1 Lines in 3D	244	(3)
7.2 Surfaces	247	(19)
7.3 Summary of Functions Introduced	266	(1)
Exercises	266	(8)
8 Design of Machine Elements	274	(73)
Edward B. Magrab
8.1 Vectors, Forces, and the Equilibrium of Rigid Bodies	275	(8)
8.2 Stresses and Deflections in Beams, Columns, and Shafts	283	(17)
8.2.1 Statically Determinate Beams	283	(10)
8.2.2 Buckling of Columns	293	(2)
8.2.3 Shafts Subjected to Alternating Loads	295	(5)
8.3 Stresses in Spur Gears	300	(8)
8.4 Kinematics of a Four-Bar Linkage	308	(7)
8.4.1 Position and Velocity of the Links	308	(4)
8.4.2 Synthesis of a Four-Bar Linkage	312	(3)
8.5 Cam Profiles and Synthesis	315	(8)
8.5.1 Cam Displacement	315	(2)
8.5.2 Translating Flat-Face Follower	317	(3)
8.5.3 Translating Offset Roller Follower	320	(2)
8.5.4 Cam Radius of Curvature	322	(1)
8.6 Hydrodynamic Bearings	323	(4)
8.7 PDE Toolbox and the Stress Concentration Factor for Notches in a Thin Plate	327	(9)
8.8 Summary of Functions Introduced	336	(1)
Exercises	337	(9)
Bibliography	346	(1)
9 Dynamics and Vibrations	347	(68)
Balakumar Balachandran
9.1 Orbital Motions	348	(2)
9.2 Single-Degree-of-Freedom Systems	350	(28)
9.2.1 Introduction	350	(2)
9.2.2 Free Oscillations of Linear Systems	352	(5)
9.2.3 Free Oscillations of Nonlinear Systems	357	(8)
9.2.4 Forced Oscillations of Linear and Nonlinear Systems	365	(3)
9.2.5 Frequency Response and the Responses to Step and Impulse Excitations	368	(8)
9.2.6 Machine Tool Chatter	376	(2)
9.3 Multi-degree-of-Freedom Systems	378	(12)
9.3.1 Free Oscillations	378	(5)
9.3.2 Forced Oscillations and the Vibration Absorber	383	(7)
9.4 Vibrations of Thin Beams	390	(16)
9.4.1 Natural Frequencies and Mode Shapes of Beams with Uniform Cross-Section	390	(8)
9.4.2 Forced Vibrations of Beams	398	(1)
9.4.3 Beams with Variable Cross-Section	399	(3)
9.4.4 Beam Carrying a Concentrated Mass	402	(4)
9.5 Summary of Functions Introduced	406	(1)
Exercises	407	(7)
Bibliography	414	(1)
10 Control Systems	415	(89)
Gregory C. Walsh
10.1 Introduction to Control System Design	416	(2)
10.1.1 Tools for Controller Design	417	(1)
10.1.2 Naming and File Conventions	418	(1)
10.2 Representation of Systems in MATLAB	418	(19)
10.2.1 State-Space Models	420	(5)
10.2.2 Transfer-Function Representation	425	(3)
10.2.3 Discrete-Time Models	428	(3)
10.2.4 Block Diagrams and SIMULINK	431	(5)
10.2.5 Conversion Between Representations	436	(1)
10.3 Response of Systems	437	(13)
10.3.1 Estimating Response from Systems	437	(3)
10.3.2 Estimating Response from Poles and Zeros	440	(8)
10.3.3 Estimating Systems from Response	448	(2)
10.4 Design Tools	450	(13)
10.4.1 Design Criteria	451	(3)
10.4.2 Design Tools	454	(9)
10.5 Design Examples	463	(31)
10.5.1 Notch Control of a Flexible Pointer	464	(8)
10.5.2 PID Control of a Magnetic Suspension System	472	(6)
10.5.3 Lead Control of an Inverted Pendulum	478	(8)
10.5.4 Control of a Magnetically Suspended Flywheel	486	(8)
10.6 Summary of Functions Introduced	494	(2)
Exercises	496	(7)
Bibliography	503	(1)
11 Fluid Mechanics	504	(50)
James H. Duncan
11.1 Hydrostatics	504	(6)
11.1.1 Pressure Distribution in the Standard Atmosphere	505	(1)
11.1.2 Force on a Planar Gate	506	(4)
11.2 Internal Viscous Flow	510	(7)
11.2.1 Laminar Flow in a Horizontal Pipe with Various Cross-Sections	511	(2)
11.2.2 Downward Flow in a Vertical Pipe	513	(2)
11.2.3 Three-Reservoir Problem	515	(2)
11.3 External Flow	517	(17)
11.3.1 Boundary Layer on an Infinite Plate Started Suddenly from Rest	517	(2)
11.3.2 Blasius Boundary Layer	519	(3)
11.3.3 Incompressible Potential Flow	522	(6)
11.3.4 Joukowski Airfoils	528	(6)
11.4 Open-Channel Flow	534	(5)
11.5 Summary of Functions Introduced	539	(1)
Exercises	539	(14)
Bibliography	553	(1)
12 Heat Transfer	554	(49)
Keith E. Herold
12.1 Conduction Heat Transfer	555	(7)
12.1.1 Transient Heat Conduction in a Semi-Infinite Slab with Surface Convection	555	(2)
12.1.2 Transient Heat Conduction in an Infinite Solid Cylinder with Convection	557	(2)
12.1.3 Transient One-Dimensional Conduction with a Heat Source	559	(3)
12.2 Sizing of Shell and Tube Heat Exchangers	562	(9)
12.3 Convection Heat Transfer	571	(13)
12.3.1 Thermal Boundary Layer on a Flat Plate-Similarity Solution	571	(4)
12.3.2 Natural Convection Similarity Solution	575	(5)
12.3.3 Temperature Distribution in a Printed Circuit Board	580	(4)
12.4 Radiation Heat Transfer	584	(11)
12.4.1 Radiation View Factor-Differential Area to Arbitrary Rectangle in Parallel Planes	584	(3)
12.4.2 View Factor Between Two Rectangles in Parallel Planes	587	(2)
12.4.3 Enclosure Radiation with Diffuse Gray Walls	589	(3)
12.4.4 Transient Radiation Heating of a Plate in a Furnace	592	(3)
Exercises	595	(7)
Bibliography	602	(1)
13 Optimization	603	(50)
Shapour Azarm
13.1 Definition, Formulation, and Graphical Solutions	603	(4)
13.1.1 Introduction	603	(2)
13.1.2 Graphical Solution	605	(2)
13.2 Linear Programming	607	(2)
13.3 Nonlinear Programming	609	(9)
13.3.1 Unconstrained Methods	609	(3)
13.3.2 Fitting Curves to Data	612	(2)
13.3.3 Least Squares	614	(4)
13.4 Single-Objective Constrained Methods	618	(15)
13.4.1 Constrained Single-Variable Method	618	(2)
13.4.2 Constrained Multiple-Variable Method	620	(8)
13.4.3 Quadratic Programming	628	(1)
13.4.4 Semi-Infinitely Constrained Method	629	(4)
13.5 Multiobjective Optimization	633	(5)
13.6 Summary of Functions Introduced	638	(1)
Exercises	639	(13)
Bibliography	652	(1)
14 Engineering Statistics	653	(60)
Edward B. Magrab
14.1 Descriptive Statistical Quantities	653	(6)
14.2 Probability Distributions	659	(13)
14.2.1 Discrete Distributions	659	(4)
14.2.2 Continuous Distributions	663	(9)
14.3 Confidence Intervals	672	(3)
14.4 Hypothesis Testing	675	(4)
14.5 Linear Regression	679	(9)
14.5.1 Simple Linear Regression	679	(4)
14.5.2 Multiple Linear Regression	683	(5)
14.6 Design of Experiments	688	(13)
14.6.1 Single-Factor Experiments: Analysis of Variance	688	(3)
14.6.2 Multiple-Factor Experiments	691	(10)
14.7 Summary of Functions Introduced	701	(2)
Exercises	703	(8)
Bibliography	711	(2)
Index	713