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Complex potentials
25 Applications of complex variables In chapter 24, we developed the basic theory of the functions of a complex variable, z = x + iy, studied their analyticity (differentiability) properties and derived a number of results concerned with values of contour integrals in the complex plane. In this current chapter we will show how some of those results and properties can be exploited to tackle problems arising directly from physical situations or from apparently unrelated parts of mathematics. In the former category will be the use of the differential properties of the real and imaginary parts of a function of a complex variable to solve problems involving Laplace’s equation in two dimensions, whilst an example of the latter might be the summation of certain types of infinite series. Other applications, such as the Bromwich inversion formula for Laplace transforms, appear as mathematical problems that have their origins in physical applications; the Bromwich inversion enables us to extract the spatial or temporal response of a system to an initial input from the representation of that response in ‘frequency space’ – or, more correctly, imaginary frequency space. Other topics that will be considered are the location of the (complex) zeros of a polynomial, the approximate evaluation of certain types of contour integrals using the methods of steepest descent and stationary phase, and the so-called ‘phase-integral’ solutions to some differential equations. For each of these a brief introduction is given at the start of the relevant section and to repeat them here would be pointless. We will therefore move on to our first topic of complex potentials. 25.1 Complex potentials Towards the end of section 24.2 of the previous chapter it was shown that the real and the imaginary parts of an analytic function of z are separately solutions of Laplace’s equation in two dimensions. Analytic functions thus offer a possible way 871 APPLICATIONS OF COMPLEX VARIABLES y x Figure 25.1 The equipotentials (dashed circles) and field lines (solid lines) for a line charge perpendicular to the z-plane. of solving some two-dimensional physical problems describable by a potential satisfying ∇2 φ = 0. The general method is known as that of complex potentials. We also found that if f = u + iv is an analytic function of z then any curve u = constant intersects any curve v = constant at right angles. In the context of solutions of Laplace’s equation, this result implies that the real and imaginary parts of f(z) have an additional connection between them, for if the set of contours on which one of them is a constant represents the equipotentials of a system then the contours on which the other is constant, being orthogonal to each of the first set, must represent the corresponding field lines or stream lines, depending on the context. The analytic function f is the complex potential. It is conventional to use φ and ψ (rather than u and v) to denote the real and imaginary parts of a complex potential, so that f = φ + iψ. As an example, consider the function f(z) = −q ln z 2π0 (25.1) in connection with the physical situation of a line charge of strength q per unit length passing through the origin, perpendicular to the z-plane (figure 25.1). Its real and imaginary parts are φ= −q ln |z|, 2π0 ψ= −q arg z. 2π0 (25.2) The contours in the z-plane of φ = constant are concentric circles and those of ψ = constant are radial lines. As expected these are orthogonal sets, but in addition they are, respectively, the equipotentials and electric field lines appropriate to 872 25.1 COMPLEX POTENTIALS the field produced by the line charge. The minus sign is needed in (25.1) because the value of φ must decrease with increasing distance from the origin. Suppose we make the choice that the real part φ of the analytic function f gives the conventional potential function; ψ could equally well be selected. Then we may consider how the direction and magnitude of the field are related to f. Show that for any complex (electrostatic) potential f(z) the strength of the electric field is given by E = |f (z)| and that its direction makes an angle of π − arg[ f (z)] with the x-axis. Because φ = constant is an equipotential, the field has components Ex = − ∂φ ∂x and Ey = − ∂φ . ∂y (25.3) Since f is analytic, (i) we may use the Cauchy–Riemann relations (24.5) to change the second of these, obtaining ∂φ ∂ψ and Ey = ; ∂x ∂x (ii) the direction of differentiation at a point is immaterial and so Ex = − (25.4) ∂f ∂φ ∂ψ df = = +i = −Ex + iEy . dz ∂x ∂x ∂x (25.5) From these it can be seen that the field at a point is given in magnitude by E = |f (z)| and that it makes an angle with the x-axis given by π − arg[ f (z)]. It will be apparent from the above that much of physical interest can be calculated by working directly in terms of f and z. In particular, the electric field vector E may be represented, using (25.5) above, by the quantity E = Ex + iEy = −[ f (z)]∗ . Complex potentials can be used in two-dimensional fluid mechanics problems in a similar way. If the flow is stationary (i.e. the velocity of the fluid does not depend on time) and irrotational, and the fluid is both incompressible and nonviscous, then the velocity of the fluid can be described by V = ∇φ, where φ is the velocity potential and satisfies ∇2 φ = 0. If, for a complex potential f = φ + iψ, the real part φ is taken to represent the velocity potential then the curves ψ = constant will be the streamlines of the flow. In a direct parallel with the electric field, the velocity may be represented in terms of the complex potential by V = Vx + iVy = [ f (z)]∗ , the difference of a minus sign reflecting the same difference between the definitions of E and V. The speed of the flow is equal to |f (z)|. Points where f (z) = 0, and thus the velocity is zero, are called stagnation points of the flow. Analogously to the electrostatic case, a line source of fluid at z = z0 , perpendicular to the z-plane (i.e. a point from which fluid is emerging at a constant rate), 873 APPLICATIONS OF COMPLEX VARIABLES is described by the complex potential f(z) = k ln(z − z0 ), where k is the strength of the source. A sink is similarly represented, but with k replaced by −k. Other simple examples are as follows. (i) The flow of a fluid at a constant speed V0 and at an angle α to the x-axis is described by f(z) = V0 (exp iα)z. (ii) Vortex flow, in which fluid flows azimuthally in an anticlockwise direction around some point z0 , the speed of the flow being inversely proportional to the distance from z0 , is described by f(z) = −ik ln(z − z0 ), where k is the strength of the vortex. For a clockwise vortex k is replaced by −k. Verify that the complex potential a2 f(z) = V0 z + z is appropriate to a circular cylinder of radius a placed so that it is perpendicular to a uniform fluid flow of speed V0 parallel to the x-axis. Firstly, since f(z) is analytic except at z = 0, both its real and imaginary parts satisfy Laplace’s equation in the region exterior to the cylinder. Also f(z) → V0 z as z → ∞, so that Re f(z) → V0 x, which is appropriate to a uniform flow of speed V0 in the x-direction far from the cylinder. Writing z = r exp iθ and using de Moivre’s theorem we have a2 f(z) = V0 r exp iθ + exp(−iθ) r a2 a2 cos θ + iV0 r − sin θ. = V0 r + r r Thus we see that the streamlines of the flow described by f(z) are given by a2 sin θ = constant. ψ = V0 r − r In particular, ψ = 0 on r = a, independently of the value of θ, and so r = a must be a streamline. Since there can be no flow of fluid across streamlines, r = a must correspond to a boundary along which the fluid flows tangentially. Thus f(z) is a solution of Laplace’s equation that satisfies all the physical boundary conditions of the problem, and so, by the uniqueness theorem, it is the appropriate complex potential. By a similar argument, the complex potential f(z) = −E(z − a2 /z) (note the minus signs) is appropriate to a conducting circular cylinder of radius a placed perpendicular to a uniform electric field E in the x-direction. The real and imaginary parts of a complex potential f = φ + iψ have another interesting relationship in the context of Laplace’s equation in electrostatics or fluid mechanics. Let us choose φ as the conventional potential, so that ψ represents the stream function (or electric field, depending on the application), and consider 874 25.1 COMPLEX POTENTIALS y Q x P n̂ Figure 25.2 A curve joining the points P and Q. Also shown is n̂, the unit vector normal to the curve. the difference in the values of ψ at any two points P and Q connected by some path C, as shown in figure 25.2. This difference is given by Q Q ∂ψ ∂ψ dx + dy , dψ = ψ(Q) − ψ(P ) = ∂x ∂y P P which, on using the Cauchy–Riemann relations, becomes Q ∂φ ∂φ ψ(Q) − ψ(P ) = dx + dy − ∂y ∂x P Q Q ∂φ = ds, ∇φ · n̂ ds = P P ∂n where n̂ is the vector unit normal to the path C and s is the arc length along the path; the last equality is written in terms of the normal derivative ∂φ/∂n ≡ ∇φ · n̂. Now suppose that in an electrostatics application, the path C is the surface of a conductor; then σ ∂φ =− , ∂n 0 where σ is the surface charge density per unit length normal to the xy-plane. Therefore −0 [ψ(Q) − ψ(P )] is equal to the charge per unit length normal to the xy-plane on the surface of the conductor between the points P and Q. Similarly, in fluid mechanics applications, if the density of the fluid is ρ and its velocity is V then Q Q ∇φ · n̂ ds = ρ V · n̂ ds ρ[ψ(Q) − ψ(P )] = ρ P P is equal to the mass flux between P and Q per unit length perpendicular to the xy-plane. 875