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  • Mathematical Modeling of Physical Systems: An Introduction

    Mathematical Modeling of Physical Systems by Basmadjian, Diran;

    An Introduction

    Sorozatcím: Engineering;

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    A termék adatai:

    • Kiadó OUP USA
    • Megjelenés dátuma 2003. február 13.

    • ISBN 9780195153149
    • Kötéstípus Keménykötés
    • Terjedelem368 oldal
    • Méret 243x195x21 mm
    • Súly 839 g
    • Nyelv angol
    • Illusztrációk numerous line figures
    • 0

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    Rövid leírás:

    This textbook is designed for junior/senior (3rd, 4th year) students in engineering and the physical sciences who are taking courses in mathematical modeling or applied mathematics. The text introduces the reader to setting up and solving mathematical models and physical systems based on algebraic and ordinary differential equations. Unlike the competition, it is less mathematical and focuses more on the description of physical systems. It contains numerous classical
    and modern illustrations drawn from the sciences, engineering, and economics accompanied by detailed descriptions of the underlying physics and mathematics.

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    Hosszú leírás:

    The aim of this text is to provide the beginning student or professional with introduction to the topic in an easily understood student friendly manner. It is based on the premise that modeling is as much art as it is science and that mastering the art can only be achieved by sustained practice. To provide that practice, the text contains some 100 odd worked examples as well as numerous practice problems drawn from variety of disciplines. They range from classical
    examples such as Euler's treatment of the buckling of the strut, to the contemporary topics of silicon chip manufacturing and the dynamics of the human immunodeficiency virus (HIV). Other examples are drawn from mechanical, electrical, chemical and environmental engineering disciplines as well as
    from the fields of economics, physics and chemistry.

    The mathematics required are confined to simple treatment of vector algebra, matrix operations and the solutions of ordinary differential equations. Both analytical and numerical methods are taken up and are described in sufficient detail to serve as a learning tool for the beginner or as a refresher for the informed reader.

    The text is designed for 3rd and 4th yr students in all engineering disciplines as well as mathematics, physics and chemistry. It should also serve as a welcome addition to libraries of practicing professionals.

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    Tartalomjegyzék:

    Preface
    Notation
    1. Getting Started and Beyond
    When Not to Model
    The Challenger Space Shuttle Disaster
    Loss of Blood Vessel Patency
    Some Initial Tools and Steps
    Closure
    Discharge of Plant Effluent into a River
    Electrical Field Due to a Dipole
    Design of a Thermocouple
    Newton's Law for Systems of Variable Mass: A False Start and the Remedy
    Release of a Substance into a Flowing Fluid. Determination of a Mass Transfer Coefficient
    Practice Problems
    2. Some Mathematical Tools
    Vector Algebra
    Definition of a Vector
    Vector Equality
    Vector Addition and Subtraction
    Multiplication by a Scalar
    The Scalar or Dot Product
    The Vector or Cross Product
    Distance of a Point from a Plane
    Shortest Distance Between Two Lines
    Work as an Application of the Scalar Product
    Extension of the Scalar Product to n Dimensions. A Sale of Stocks
    A Model Economy
    Matrices
    Types of Matrices
    The Echelon Form. Rank r
    Matrix Equality
    Matrix Addition
    Acquisition Costs
    Multiplication by a Scalar
    Matrix Multiplication
    The Product of Two Matrices
    Matrix-Vector Representation of Linear Algebraic Equation
    Elementary Row Operations
    Application of Elementary Row Operation. Algebraic Equivalence
    Solution of Sets of Linear Algebraic Equations. Gaussian Elimination
    An Overspecified System of Equations with a Unique Solution
    A Normal System of Equations with no Solutions
    Ordinary Differential Equations
    A Population Model
    Newton's Law of Cooling
    Order of an ODE
    Linear and Non-linear ODE's
    Boundary and Initial Conditions
    Classification of ODE's and Boundary Conditions
    Equivalent Systems
    Equivalence of Vibrating Mechanical Systems and an Electrical RLC Circuit
    Analytical Methods
    Solution by Separation of Variables
    Solution of Non-Linear ODE's by Separation of Variables
    The D-Operator and Eigenvalue Methods. Particular Integrals
    Mass on a Spring Subjected to a Sinusoidal Forcing Function
    The Laplace Transformation
    Application of Inversion Procedures
    The Mass-Spring System Revisited. Resonance
    Practice Problems
    3. Geometrical Concepts
    Introduction
    A Simple Geometry Problem: Crossing of a River
    The Formation of Quasi Crystals and Tilings from Two Quadrilateral Polygons
    Charting of Market Price Dynamics: The Japanese Candlestick Method
    Surveying: The Join Calculation. The Triangulation Intersection
    The Global Positioning System (GPS)
    The Orthocenter of a Triangle
    Relative Velocity and the Wind Triangle
    Interception of an Airplane
    Path of Pursuit
    Trilinear Coordinates. The Three Jug Problem
    Inflecting Production Rates and Multiple Steady States. The Van Heerden Diagram
    Linear Programming: A Geometrical Construction
    Stagewise Adsorption Purification of Liquids. The Operating Diagram
    Supercoiled DNA
    Practice Problems
    4. The Effect of Forces
    Introduction
    The Stress-Strain Relation. Stored Strain Energy. Stress Due to the Impact of a Falling Mass
    Bending of Beams. Euler's Formula for the Buckling of a Strut
    Electrical and Magnetic Forces. Thomson's Determination of e/m
    Pressure of a Gas in Terms of its Molecular Properties. Boyle's Law and the Ideal Gas Law. Velocity of Gas Molecules
    Path of a Projectile
    The Law of Universal Gravitation. Escape Velocity. The Synchronous Satellite
    Fluid Forces. Bernoulli's Equation and Its Applications. The Continuity Equation
    Lift Capacity of a Hot Air Balloon
    Work and Energy. Compression of a Gas. Power Output of a Bumblebee Practice Problems
    5. Compartmental Models
    Introduction
    Measurement of Plasma Volume and Cardiac Output by the Dye Dilution Method
    The Continuous Stirred Tank Reactor (CSTR). Model and Optimum Size
    Modeling of a Bioreactor. Monod Kinetics. The Optimum Dilution Rate
    Non-Idealities in a Stirred Tank. Residence-Time Distributions from Tracer Experiments
    A Moving Boundary Problem: The Shrinking Core Model and the Quasi-Steady State
    More on Moving Boundaries. The Crystallization Process
    Moving Boundaries in Medicine: Controlled Release Drug Delivery
    Evaporation of a Pollutant into the Atmosphere
    Ground Penetration from an Oil Spill
    Concentration Variations in Stratified Layers
    One-Compartment Pharmocokinetics
    Deposition of Platelets from Flowing Blood
    Dynamics of the Human Immunodeficiency Virus (HIV)
    Practice Problems
    6. One-Dimensional Distributed Systems
    Introduction
    The Hypsometric Formula
    Poiseuille's Equation for Laminar Flow in a Pipe
    Compressible Laminar Flow in a Horizontal Pipe
    Conduction of Heat Through Various Geometries
    Conduction in Systems with Heat Sources
    The Countercurrent Heat Exchanger
    Diffusion and Reaction in a Catalyst Pellet. The Effectiveness Factor
    The Heat Exchanger Fin
    Polymer Sheet Extrusion. The Uniformity Index
    The Streeter-Phelps River Pollution Model. The Oxygen Sag Curve
    Conduction in a Thin Wire Carrying an Electrical Current
    Electrical Potential Due to a Charged Disk
    Production of Silicon Crystals: Getting Lost and Staging a Recovery
    Practice Problems
    7. Some Simple Networks
    Introduction
    A Thermal Network: External Heating of a Stirred Tank
    A Chemical Reaction Network. The Radioactive Decay Series
    Hydraulic Networks
    An Electrical Network: Hitting a Brick Wall and Going Around It
    A Mechanical Network. Resonance of Two Vibrating Masses
    Application of Matrix Methods to Stoichiometric Calculations
    Diagnosis of a Plant Flow Sheet
    Manufacturing Costs. Use of Matrix-Vector Products
    More About Electrical Circuits. The Electrical Ladder Networks
    Networks in Plant Physiology: Photosynthesis and Respiration
    Practice Problems
    8. More Mathematical Tools: Dimensional Analysis and Numerical Methods
    Dimensional Analysis
    Introduction
    Time of Swing of a Simple Pendulum
    Vibration of a One-Dimensional Structure
    Systems with More Variables than Dimensions. The Buckingham ? Theorem
    Heat Transfer to a Fluid in Turbulent Flow
    Drag on Submerged Bodies. Horsepower of a Car
    Design of a Depth Charge
    Practice Problems
    Numerical Methods
    Introduction
    Numerical Software Packages
    Numerical Solution of Simultaneous Linear Algebraic Equations. Gaussian Elimination
    The Global Positioning System Revisited: Gaussian Elimination Using the MATHEMATICA Package
    Numerical Solution of Single Nonlinear Equations. Newton's Method
    Chemical Equilibrium: The Synthesis of Ammonia by the Haber Process
    Numerical Solution of Simultaneous, Non-Linear Equations. The Newton-Raphson Method
    More Chemical Equilibria: Producing Silicon Films by Chemical Vapor Deposition (CVD)
    Numerical Solution of Ordinary Differential Equations. The Euler and Runge-Kutta Methods
    The Effect of Drag on the Trajectory of an Artillery Piece
    Practice Problems
    Index

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