Laplace Transform Ordinary Differential Equations Dr. Marco A Roque Sol 12/01/2015 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions To deal effectively with functions having jump discontinuities, it is very helpful to introduce a function known as the unit step function or Heaviside function. This function will be denoted by uc and is defined by 0 t<c uc (t) = 1 t≥c Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions The step can also be negative. For instance 1 t<c u(t) = (1 − uc (t)) = 0 t≥c Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions In fact, any step function can be written as a linear combination of uc (t)’s functions. For instance consider the function 2 0≤t<1 1 1≤t<2 f (t) = 2 2≤t<3 0 3≤t Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions We start with the function f1 (t) = 2u0 , which agrees with f (t) on [0, 1). To produce the jump down of one unit at t = 1, we add −u1 (t) to f1 (t), obtaining f2 (t) = 2 − u1 (t), which agrees with f (t) on [1, 2). The jump up of one unit at t = 2 corresponds to adding u2 (t), which gives f3 (t) = 2u0 − u1 (t) + u2 (t). Thus we obtain f (t) = f3 (t) = 2u0 − u1 (t) + u2 (t) The Laplace transform of uc for c ≥ 0 is easily determined: Z ∞ Z ∞ e −cs −st L {uc } = e uc dt = e −st dt = , s>0 s 0 c Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions For a given function f defined for t ≥ 0, we will often want to consider the related function g defined by 0 t<c u(t) = (1 − uc (t)) = f (t − c) c ≤ t which represents a translation of f a distance c in the positive t direction. Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions In terms of the unit step function we can write g (t) in the convenient form g (t) = uc (t)f (t − c) Theorem 6.3 If F (s) = L {f (t)} exists for 0 ≤ a < s, and if c is a positive constant, then L {uc (t)f (t − c)} = e −cs L {f (t)} = e −cs F (s), Conversely, if f (t) = L −1 {F (s)}, then L −1 {e −cs F (s)} = uc (t)f (t − c) Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions Example 6.10 If the function f is defined sin(t) 0 ≤ t < π/4 f (t) = sin(t) + cos(t − π/4) π/4 ≤ t find L {f (t)}. Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions Solution Note that f (t) = sint + g (t), where 0 ≤ t < π/4 g (t) = cos(t − π/4) π/4 ≤ t Thus g (t) = uπ/4 (t)cos(t − π/4) Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions and L {f (t)} = L {sin(t)} + L {uπ/4 (t)cos(t − π/4)} = L {sin(t)} + e −πs/4 L {cos(t)} and using the table of Laplace Transforms L {f (t)} = 1 s 1 + se −πs/4 −πs/4 + e = s2 + 1 s2 + 1 s2 + 1 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Step Functions Let’s consider the following theorem Theorem 6.4 If F (s) = L {f (t)} exists for 0 ≤ a < s, and if c is a constant, then L {e ct f (t)} = F (s − c), s >a+c Conversely, if f (t) = L −1 {F (s)}, then L −1 {F (s − c)} = e ct f (t) Dr. Marco A Roque Sol Ordinary Differential Equations Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Laplace Transform Step Functions Example 6.11 Find the inverse transform of G (s) = s2 1 − 4s + 5 Solution First of all the polynomial s 2 − 4s + 5, has complex roots. By completing the square in the denominator, we can write 1 G (s) = = F (s − 2) (s − 2)2 + 1 where F (s) = (s 2 + 1)−1 . L −1 {F (s)} = sin(t). It follows from the previous theorem that g (t) = L −1 {G (s)} = e 2t sin(t) Dr. Marco A Roque Sol Ordinary Differential Equations Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Laplace Transform Differential Equations with Discontinuous Forcing Functions Considering solving the IVP ay 00 + by 0 + cy = g (t); y (0) = y 0 (0) = 0 Using Laplace Transform L {ay 00 + by 0 + cy = g (t)} aL {y 00 } + bL {y 0 } + cL {y } = L {g (t)} = a s 2 Y (s) − sy (0) − y 0 (0) + b [sY (s) − y (0)] + ca [Y (s)] = G (s) Y (s) = as 2 G (s) ; + bs + c where Y (s) = L {y (t)} and g (t) is a piecewise continuous force. Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions Example 6.12 Solve the initial value problem 2y 00 + y 0 + 2y = g (t); y (0) = 0; y 0 (0) = 0 where 0 0≤t<5 1 5 ≤ t < 20 = u5 − u20 g (t) = 0 20 ≤ t Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions Solution First of all the polynomial s 2 − 4s + 5, has complex roots. By completing the square in the denominator, we can write G (s) = 1 = F (s − 2) (s − 2)2 + 1 where F (s) = (s 2 + 1)−1 . L −1 {F (s)} = sin(t), it follows from the previous theorem that g (t) = L −1 {G (s)} = e 2t sin(t) Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions The Laplace transform of the above equation is Y (s) = Y (s) = G (s) (e −5s − e −2s )/s = 2s 2 + s + 2 2s 2 + s + 2 e −5s − e −2s = e −5s − e −2s H(s) = e −5s H(s) − e −2s H(s) 2 s (2s + s + 2) with H(s) = 1/[s(2s 2 + s + 2)]. Thus, if h(t) = L −1 {H(s)} = L −1 {1/s[2s 2 + s + 2]}, and using the Theorem 6.3 (L −1 {e −cs F (s)} = uc (t)f (t − c) ) we have Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions y (t) = u5 h(t − 5) − u20 h(t − 20) Finally, to determine h(t), we use the partial fraction expansion of H(s) a bs + c 1 } = L −1 { } + L −1 { 2 } s (2s 2 + s + 2) s 2s + s + 2 and finding the coefficients a, b, and c, we get h(t) = L −1 { 1/2 (−s) + (−1/2) } + L −1 { }= s 2s 2 + s + 2 1/2 1 (s + 1/4) + 1/4 L −1 { }− L −1 { } s 2 (s + 1/4)2 + 15/16 h(t) = L −1 { Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions L −1 1 s + 1/4 √ }+ L −1 { 2 (s + 1/4)2 + ( 15/4)2 # √ 1 15/4 √ L −1 { √ } 15 (s + 1/4)2 + ( 15/16)2 1/2 { }− s but L −1 { Dr. Marco A Roque Sol 1 1/2 }= s 2 Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions i √ 1 s + 1/4 1 h t/4 −1 √ L { } = e cos( 15t/4) 2 2 (s + 1/4)2 + ( 15/4)2 " # √ h√ i √ 1 15/4 √ √ L −1 { } = ( 15/15)e −t/4 sin( 15t/4) 2 15 (s + 1/4)2 + ( 15/4)2 Therefore h(t) = i √ √ √ 1 1 h t/4 − e cos( 15t/4) + ( 15/15)e −t/4 sin( 15t/4) 2 2 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions And the solution is given by y (t) = u5 h(t − 5) − u20 h(t − 20) √ 1 1 h (t−5)/4 − e cos( 15(t − 5)/4) 2 2 i √ √ + ( 15/15)e −(t−5)/4 sin( 15(t − 5)/4) y (t) = u5 √ 1 1 h (t−20)/4 − e cos( 15(t − 20)/4) 2 2 i √ √ + ( 15/15)e −(t−20)/4 sin( 15(t − 20)/4) −u20 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions Example 6.13 Solve the initial value problem y 00 + 4y = g (t); y (0) = 0; y 0 (0) = 0 where 0≤t<5 0 t −5 (t − 5)/5 5 ≤ t ≤ 10 = u5 − u10 g (t) = + u10 = 5 1 10 ≤ t 1 1 u5 (t − 5) − u10 (t − 10) 5 5 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions Solution 1 1 1 1 G (s) = e −5s 2 − e −10s 2 5 s 5 s Y (s) = G (s) (e −5s − e −10s )/(5s 2 ) 1 = = (e −5s − e −10s )H(s) = 2 2 s +4 (s + 4) 5 1 −5s e F (s) − e −10s F (s) 5 1 1 y (t) = u5 (t)f (t − 5) − u10 (t)f (t − 10) 5 5 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions where F (s) = 1 1 a b cs + d = + 2+ 2 = 2 2 5 s (s + 4) s s s +4 as(s 2 + 4) + b(s 2 + 4) + cs 3 + ds 2 s 2 (s 2 + 4) a + c = 0; b + d = 0; 4a = 0; 4b = 1 Then, the solution is a = 0, b = 1/4, c = 0, and d = −1/4 F (s) = 1/4 1 2 + s 8 s2 + 4 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Differential Equations with Discontinuous Forcing Functions Finally, we have f (t) 1 1 f (t) = t − sin(2t) 4 8 and the solution y (t) is given by 1 1 1 y (t) = u5 (t − 5) − sin2(t − 5) 5 4 8 1 1 1 − u10 (t − 10) − sin2(t − 10) 5 4 8 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions Consider the Initial Value Problem ay 00 + by 0 + cy = g (t) where g (t) = 0 otherwise 1/ t0 ≤ t ≤ t0 + We can solve the problem using Laplace Transform technique, but Can we still solve the problem when → 0 ? Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions Example 6.14 Solve the initial value problem y 00 + y = I0 g (t); y (0) = 0; y 0 (0) = 0 where g (t) = 1 1/ 0 < t < = (1 − u ) 0 ≤t Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions Solution G (s) = Y (s) = G (s) s2 + 1 11 11 1 1 − e −s = (1 − e −s ) s s s s I0 1 −s ) s (1 − e s2 + 1 = I0 I0 I0 (1 − e −s )F (s) = F (s) − e −s F (s) where F (s) = 1 1 s = − 2 s(s 2 + 1) s s +1 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions and f (t) = 1 − cos(t) =⇒ f (t − ) = 1 − cos(t − ) Therefore I0 I0 y (t) = L −1 { F (s)} − L −1 { e −s F (s)} I0 [1 − cost(t) − u (t) (1 − cos(t − ))] I0 0≤t< (1 − cos(t − )) y (t) = I0 (cos(t − ) − cos(t)) ≤t Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions Moreover, we have 1 − cos() 1 − cos(t) = lim→0 ≤ lim→0 sin() =0 1 On the other hand, for t ≥ , pause when → 0 , we have lim→0 lim→0 cos(t − ) − cos(t) sin(t − ) = lim→0 = sin(t) 1 Thus y (t) = lim→0 y = I0 sin(t), Dr. Marco A Roque Sol 0<t Ordinary Differential Equations Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Laplace Transform Impulse Functions Unit Impulse The Unit Impulsion Function or Dirac Delta Function ( https://en.wikipedia.org/wiki/Paul_Dirac ) at the point t0 , denoted by δ(t − t0 ) is defined by ∞ t = t0 δ(t − t0 ) = 0 t 6= t0 such that if a ≤ t ≤ b, then Z b f (t)δ(t − t0 ) = f (t0 ) a In particular, from the above difinition, we have b Z δ(t − t0 )dt = a or Dr. Marco A Roque Sol 1 a ≤ t0 ≤ b 0 otherwise Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions Z ∞ f (t)δ(t − t0 )dt = f (t0 ) −∞ Z ∞ δ(t − t0 )dt = 1 −∞ Now, using the definition of δ(t − t0 ), the Laplace Transform of the Dirac Delta Function is given by Z ∞ L {δ(t − t0 )} = δ(t − t0 )e −st = e −st0 ; t0 > 0 0 In particular L {δ(t)} = 1 Dr. Marco A Roque Sol Ordinary Differential Equations Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Laplace Transform Impulse Functions Example 6.15 Solve the initial value problem y 00 + y = I0 δ(t); y (0) = 0; y 0 (0) = 0 Solution Y (s) = y (t) = s2 I0 +1 I0 L −1 {1 } = I0 sin(t) s2 + 1 Dr. Marco A Roque Sol Ordinary Differential Equations Laplace Transform Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Impulse Functions Example 6.16 Solve the initial value problem 2y 00 + y 0 + 2y = δ(t − 5); y (0) = 0; y 0 (0) = 0 Solution Y (s) = G (s) e −5s e −5s = = F (s) 2s 2 + s + 2 2s 2 + s + 2 2 where F (s) = 1 s2 + 1 2s +1 Dr. Marco A Roque Sol = 1 (s + 1 2 4) + 15 16 Ordinary Differential Equations Step Functions Differential Equations with Discontinuous Forcing Functions Impulse Functions Laplace Transform Impulse Functions Therefore −1 f (t) = L { 1 1 (s + p e 15/16 1 2 4) + 15 16 }= r −t/4 sin 15 t 4 ! 4 = √ e −t/4 sin 15 √ 15 t 4 ! Hence, the solution is 1 y (t) = u5 (t)f (t − 5) 2 ! √ 4 −(t−5)/4 15 1 (t − 5) = y (t) = u5 (t) √ e sin 2 4 15 ( 0 √ 0≤t<5 15 1 4 −(t−5)/4 √ sin 4 (t − 5) 5≤t 2 u5 (t) 15 e Dr. Marco A Roque Sol Ordinary Differential Equations