Mathematical Modeling in Science and Engineering: An Axiomatic Approach
Mathematical Modeling in Science and Engineering: An Axiomatic Approach
ISBN: 9781118207208
Mar 2012
264 pages
$74.99
Description
A powerful, unified approach to mathematical and computational modeling in science and engineeringMathematical and computational modeling makes it possible to predict the behavior of a broad range of systems across a broad range of disciplines. This text guides students and professionals through the axiomatic approach, a powerful method that will enable them to easily master the principle types of mathematical and computational models used in engineering and science. Readers will discover that this axiomatic approach not only enables them to systematically construct effective models, it also enables them to apply these models to any macroscopic physical system.
Mathematical Modeling in Science and Engineering focuses on models in which the processes to be modeled are expressed as systems of partial differential equations. It begins with an introductory discussion of the axiomatic formulation of basic models, setting the foundation for further topics such as:

Mechanics of classical and nonclassical continuous systems

Solute transport by a free fluid

Flow of a fluid in a porous medium

Multiphase systems

Enhanced oil recovery

Fluid mechanics
Throughout the text, diagrams are provided to help readers visualize and better understand complex mathematical concepts. A set of exercises at the end of each chapter enables readers to put their new modeling skills into practice. There is also a bibliography in each chapter to facilitate further investigation of individual topics.
Mathematical Modeling in Science and Engineering is ideal for both students and professionals across the many disciplines of science and engineering that depend on mathematical and computational modeling to predict and understand complex systems.
1 AXIOMATIC FORMULATION OF THE BASIC MODELS 1
1.1 Models 1
1.2 Microscopic and macroscopic physics 2
1.3 Kinematics of continuous systems 3
1.3.1 Intensive properties 6
1.3.2 Extensive properties 8
1.4 Balance equations of extensive and intensive properties 9
1.4.1 Global balance equations 9
1.4.2 The local balance equations 10
1.4.3 The role of balance conditions in the modeling of continuous systems 13
1.4.4 Formulation of motion restrictions by means of balance equations 14
1.5 Summary 16
2 MECHANICS OF CLASSICAL CONTINUOUS SYSTEMS 23
2.1 Onephase systems 23
2.2 The basic mathematical model of onephase systems 24
2.3 The extensive/intensive properties of classical mechanics 25
2.4 Mass conservation 26
2.5 Linear momentum balance 27
2.6 Angular momentum balance 29
2.7 Energy concepts 32
2.8 The balance of kinetic energy 33
2.9 The balance of internal energy 34
2.10 Heat equivalent of mechanical work 35
2.11 Summary of basic equations for solid and fluid mechanics 35
2.12 Some basic concepts of thermodynamics 36
2.12.1 Heat transport 36
2.13 Summary 38
3 MECHANICS OF NONCLASSICAL CONTINUOUS SYSTEMS 45
3.1 Multiphase systems 45
3.2 The basic mathematical model of multiphase systems 46
3.3 Solute transport in a free fluid 47
3.4 Transport by fluids in porous media 49
3.5 Flow of fluids through porous media 51
3.6 Petroleum reservoirs: the blackoil model 52
3.6.1 Assumptions of the blackoil model 53
3.6.2 Notation 53
3.6.3 Family of extensive properties 54
3.6.4 Differential equations and jump conditions 55
3.7 Summary 57
4 SOLUTE TRANSPORT BY A FREE FLUID 63
4.1 The general equation of solute transport by a free fluid 64
4.2 Transport processes 65
4.2.1 Advection 65
4.2.2 Diffusion processes 65
4.3 Mass generation processes 66
4.4 Differential equations of diffusive transport 67
4.5 Wellposed problems for diffusive transport 69
4.5.1 Timedependent problems 70
4.5.2 Steady state 71
4.6 Firstorder irreversible processes 71
4.7 Differential equations of nondiffusive transport 73
4.8 Wellposed problems for nondiffusive transport 73
4.8.1 Wellposed problems in one spatial dimension 74
4.8.2 Wellposed problems in several spatial dimensions 79
4.8.3 Wellposed problems for steadystate models 80
4.9 Summary 80
5 FLOW OF A FLUID IN A POROUS MEDIUM 85
5.1 Basic assumptions of the flow model 85
5.2 The basic model for the flow of a fluid through a porous medium 86
5.3 Modeling the elasticity and compressibility 87
5.3.1 Fluid compressibility 87
5.3.2 Pore compressibility 88
5.3.3 The storage coefficient 90
5.4 Darcy's law 90
5.5 Piezometric level 92
5.6 General equation governing flow through a porous medium 94
5.6.1 Special forms of the governing differential equation 95
5.7 Applications of the jump conditions 96
5.8 Wellposed problems 96
5.8.1 Steadystate models 97
5.8.2 Timedependent problems 99
5.9 Models with a reduced number of spatial dimensions 99
5.9.1 Theoretical derivation of a 2D model for a confined aquifer 100
5.9.2 Leaky aquitard method 102
5.9.3 The integrodifferential equations approach 104
5.9.4 Other 2D aquifer models 108
5.10 Summary 111
6 SOLUTE TRANSPORT IN A POROUS MEDIUM 117
6.1 Transport processes 118
6.1.1 Advection 118
6.2 Nonconservative processes 118
6.2.1 Firstorder irreversible processes 119
6.2.2 Adsorption 119
6.3 Dispersiondiffusion 121
6.4 The equations for transport of solutes in porous media 123
6.5 Wellposed problems 125
6.6 Summary 125
7 MULTIPHASE SYSTEMS 129
7.1 Basic model for the flow of multiplespecies transport in a multiplefluid phase porous medium 129
7.2 Modeling the transport of species i in phase a 130
7.3 The saturated flow case 133
7.4 The airwater system 137
7.5 The immobile air unsaturated flow model 142
7.6 Boundary conditions 143
7.7 Summary 145
8 ENHANCED OIL RECOVERY 149
8.1 Background on oil production and reservoir modeling 149
8.2 Processes to be modeled 151
8.3 Unified formulation of EOR models 151
8.4 The blackoil model 152
8.5 The Compositional Model 156
8.6 Summary 160
9 LINEAR ELASTICITY 165
9.1 Introduction 165
9.2 Elastic Solids 166
9.3 The Linear Elastic Solid 167
9.4 More on the Displacement Field Decomposition 170
9.5 Strain Analysis 171
9.6 Stress Analysis 173
9.7 Isotropic materials 175
9.8 Stressstrain relations for isotropic materials 177
9.9 The governing differential equations 179
9.9.1 Elastodynamics 180
9.9.2 Elastostatics 180
9.10 Wellposed problems 181
9.10.1 Elastostatics 181
9.10.2 Elastodynamics 181
9.11 Representation of solutions for isotropic elastic solids 182
9.12 Summary 183
10 FLUID MECHANICS 189
10.1 Introduction 189
10.2 Newtonian fluids: Stokes' constitutive equations 190
10.3 NavierStokes equations 192
10.4 Complementary constitutive equations 193
10.5 The concepts of incompressible and inviscid fluids 193
10.6 Incompressible fluids 194
10.7 Initial and boundary conditions 195
10.8 Viscous incompressible fluids: steady states 196
10.9 Linearized theory of incompressible fluids 196
10.10 Ideal fluids 197
10.11 Irrotational flows 198
10.12 Extension of Bernoulli's relations to compressible fluids 199
10.13 Shallowwater theory 200
10.14 Inviscid compressible fluids 202
10.14.1 Small perturbations in a compressible fluid: the theory of sound 203
10.14.2 Initiation of motion 204
10.14.3 Discontinuous models and shock conditions 206
10.15 Summary 208
A: PARTIAL DIFFERENTIAL EQUATIONS 211
A. 1 Classification 211
A.2 Canonical forms 213
A.3 Wellposed problems 213
A.3.1 Boundaryvalue problems: the elliptic case 214
A.3.2 Initialboundaryvalue problems 214
B: SOME RESULTS FROM THE CALCULUS 217
B.l Notation 217
B.2 Generalized Gauss Theorem 218
C: PROOF OF THEOREM 221
D: THE BOUNDARY LAYER INCOMPRESSIBILITY APPROXIMATION 225
E: INDICIAL NOTATION 229
E.l General 229
E.2 Matrix algebra 230
E.3 Applications to differential calculus 232
Index 235