1 00:00:05,031 --> 00:00:06,030 PROFESSOR: Welcome back. 2 00:00:06,030 --> 00:00:09,180 So in this session we're going to look at Laplace transform. 3 00:00:09,180 --> 00:00:13,310 And we'll start with asking you to recall the definition that 4 00:00:13,310 --> 00:00:16,400 you saw in class, then to use the definition to compute 5 00:00:16,400 --> 00:00:19,680 the Laplace transform of the function 1, exponential a*t, 6 00:00:19,680 --> 00:00:21,140 and the delta function. 7 00:00:21,140 --> 00:00:23,810 For each one of these, give the domain of definition, 8 00:00:23,810 --> 00:00:26,232 or convergence of the integral. 9 00:00:26,232 --> 00:00:27,690 For the last question, you're asked 10 00:00:27,690 --> 00:00:31,450 to use the results of question 2 to give 11 00:00:31,450 --> 00:00:33,650 the Laplace transform of this linear combination 12 00:00:33,650 --> 00:00:34,330 of functions. 13 00:00:34,330 --> 00:00:36,788 In the last part, you're asked to compute Laplace transform 14 00:00:36,788 --> 00:00:38,762 of cosine and sine. 15 00:00:38,762 --> 00:00:40,970 So why don't you pause the video, take a few minutes, 16 00:00:40,970 --> 00:00:41,886 and work through that. 17 00:00:53,360 --> 00:00:54,397 Welcome back. 18 00:00:54,397 --> 00:00:55,855 So let's start with the definition. 19 00:00:58,630 --> 00:01:06,370 Laplace transform of the function s was defined 20 00:01:06,370 --> 00:01:11,530 as the integral from 0 minus to infinity of the function f of t 21 00:01:11,530 --> 00:01:16,340 exponential minus s*t dt. 22 00:01:16,340 --> 00:01:18,930 So note here, the interval of integration 23 00:01:18,930 --> 00:01:21,150 is 0 minus to infinity. 24 00:01:21,150 --> 00:01:23,750 So using this definition, we can go ahead 25 00:01:23,750 --> 00:01:29,820 and compute our first Laplace transform, L of 1. 26 00:01:29,820 --> 00:01:33,580 So I'm just going to substitute 1 in that integral, 27 00:01:33,580 --> 00:01:40,670 which gives me basically exponential minus s*t dt, 28 00:01:40,670 --> 00:01:45,980 which is just the integral of the exponential minus s*t over 29 00:01:45,980 --> 00:01:50,450 minus s from 0 minus to infinity. 30 00:01:50,450 --> 00:01:57,260 And if I expand this, basically, I end up with 1/s, 31 00:01:57,260 --> 00:02:00,780 the minus reverses the order of integration, so I start with 0, 32 00:02:00,780 --> 00:02:04,840 which is 1, minus the limit when T goes to infinity, 33 00:02:04,840 --> 00:02:08,930 of exponential minus s*T. 34 00:02:08,930 --> 00:02:12,850 So here the sign of s becomes important. 35 00:02:12,850 --> 00:02:15,910 If s was positive, then this term 36 00:02:15,910 --> 00:02:18,130 would go to 0 as t goes to infinity. 37 00:02:18,130 --> 00:02:21,002 If s is negative, then this term diverges, 38 00:02:21,002 --> 00:02:23,210 and so we're not anymore in the domain of convergence 39 00:02:23,210 --> 00:02:24,690 of the Laplace integral. 40 00:02:24,690 --> 00:02:26,710 But really, s could be also complex. 41 00:02:26,710 --> 00:02:30,070 So what we're interested in is really 42 00:02:30,070 --> 00:02:31,770 the sign of the real part of s. 43 00:02:35,020 --> 00:02:38,110 So if the real part of s is positive, 44 00:02:38,110 --> 00:02:42,700 this term is goes to 0, and the Laplace transform of 1 45 00:02:42,700 --> 00:02:44,780 is just 1/s. 46 00:02:44,780 --> 00:02:50,500 And if the real part of s is negative, 47 00:02:50,500 --> 00:02:52,270 then the Laplace diverges. 48 00:02:55,680 --> 00:02:58,490 So the domain of convergence in which you want to be on 49 00:02:58,490 --> 00:03:01,310 is the one where the real part of s is positive. 50 00:03:01,310 --> 00:03:01,810 OK. 51 00:03:01,810 --> 00:03:03,840 So let's move to the second one. 52 00:03:03,840 --> 00:03:12,510 The second one is a Laplace of exponential of a*t. 53 00:03:12,510 --> 00:03:17,565 So we can move a bit faster now, and just 54 00:03:17,565 --> 00:03:18,690 merge the two exponentials. 55 00:03:25,410 --> 00:03:31,470 Exponential minus 0 to infinity-- 0 to infinity 56 00:03:31,470 --> 00:03:33,860 of this exponential. 57 00:03:33,860 --> 00:03:43,310 Clearly this is just, again, a case of exponential integration 58 00:03:43,310 --> 00:03:44,780 between the two bounds. 59 00:03:44,780 --> 00:03:47,340 And here again we're going to hint a problem 60 00:03:47,340 --> 00:03:51,050 with the domain of convergence where we need-- so 61 00:03:51,050 --> 00:03:52,970 let me just write these again. 62 00:03:52,970 --> 00:03:58,250 So we're going to have here a minus-- 63 00:03:58,250 --> 00:04:01,235 so we have our a minus s. 64 00:04:05,520 --> 00:04:09,530 So we have the limit again when T 65 00:04:09,530 --> 00:04:14,710 goes to infinity of exponential minus s plus a capital 66 00:04:14,710 --> 00:04:16,850 T minus 1. 67 00:04:21,440 --> 00:04:24,750 And here, again, we need to impose the condition 68 00:04:24,750 --> 00:04:28,370 that the real part of a minus s be 69 00:04:28,370 --> 00:04:34,570 negative to have the domain of convergence of the integral. 70 00:04:34,570 --> 00:04:38,940 And then we're left with the Laplace integral 71 00:04:38,940 --> 00:04:42,700 being 1 over s minus a. 72 00:04:42,700 --> 00:04:47,545 If the real part is positive, then we have divergence. 73 00:04:50,340 --> 00:04:53,310 So the domain of convergence of this Laplace 74 00:04:53,310 --> 00:04:56,360 is the one defined by the real part of a less 75 00:04:56,360 --> 00:04:58,061 than the real part of s. 76 00:04:58,061 --> 00:04:58,560 OK. 77 00:04:58,560 --> 00:05:01,190 So let's do the last one. 78 00:05:01,190 --> 00:05:04,974 The last one is the Laplace transform of the delta function 79 00:05:04,974 --> 00:05:05,765 that we saw before. 80 00:05:09,220 --> 00:05:17,705 That's 0 minus to infinity delta exponential minus s*t dt. 81 00:05:17,705 --> 00:05:19,540 So from the previous recitations, 82 00:05:19,540 --> 00:05:23,270 we saw that on this domain, from 0 minus to infinity, 83 00:05:23,270 --> 00:05:27,380 the delta is 0 everywhere except at 0, where it basically 84 00:05:27,380 --> 00:05:31,550 assigned a value of this function at t equal to 0. 85 00:05:31,550 --> 00:05:34,630 So basically we're just left with exponential of 0, 86 00:05:34,630 --> 00:05:35,950 which is 1. 87 00:05:35,950 --> 00:05:38,720 And this computation was really easy, 88 00:05:38,720 --> 00:05:41,890 due to the properties of the delta function. 89 00:05:41,890 --> 00:05:45,970 So that ends roughly this first part, except that you can also 90 00:05:45,970 --> 00:05:47,900 notice here that the domain of convergence 91 00:05:47,900 --> 00:05:51,940 for the Laplace for delta is all s. 92 00:05:51,940 --> 00:05:52,815 There's no condition. 93 00:05:59,210 --> 00:06:02,510 So the last part, next question, asked 94 00:06:02,510 --> 00:06:05,490 us to compute the Laplace transform 95 00:06:05,490 --> 00:06:07,970 of a linear combination of functions. 96 00:06:07,970 --> 00:06:18,200 So this one is 7 plus 8 exponential 2t plus 9 97 00:06:18,200 --> 00:06:20,470 exponential minus 3t. 98 00:06:23,570 --> 00:06:26,760 So here, as you saw the Laplace is an integral, 99 00:06:26,760 --> 00:06:30,590 and so the Laplace transform of this linear combination 100 00:06:30,590 --> 00:06:33,600 of functions is the linear combination of the Laplace 101 00:06:33,600 --> 00:06:35,880 transform of the functions individually. 102 00:06:35,880 --> 00:06:44,120 And so we can just rewrite this as 7 Laplace of 1 103 00:06:44,120 --> 00:06:50,920 plus 8 Laplace of exponential 2t plus 9 Laplace 104 00:06:50,920 --> 00:06:54,040 of exponential minus 3t. 105 00:06:54,040 --> 00:06:56,920 And here we can see how we can recycle the results from 106 00:06:56,920 --> 00:06:59,540 the previous part, as we computed the Laplace transform 107 00:06:59,540 --> 00:07:02,649 of 1, and we computed the Laplace transform exponential 108 00:07:02,649 --> 00:07:04,940 a*t, which we're going to be able to apply in these two 109 00:07:04,940 --> 00:07:05,830 cases. 110 00:07:05,830 --> 00:07:08,590 So we can write the results directly here. 111 00:07:08,590 --> 00:07:11,030 And I'm just going to not rewrite everything, just 112 00:07:11,030 --> 00:07:12,550 include it. 113 00:07:12,550 --> 00:07:15,580 So the Laplace of 1, we found it earlier to be 1/s. 114 00:07:19,030 --> 00:07:22,080 The Laplace of exponential 2t we just found here, 115 00:07:22,080 --> 00:07:24,030 and it would be s minus 2. 116 00:07:28,720 --> 00:07:33,310 The Laplace of exponential minus 3t would be s minus minus 3, 117 00:07:33,310 --> 00:07:35,950 so it's s plus 3 with the 9. 118 00:07:38,750 --> 00:07:41,630 And we're done. 119 00:07:41,630 --> 00:07:43,680 So for the last part, you're asked 120 00:07:43,680 --> 00:07:46,640 to compute the Laplace transform of cosine and sine, 121 00:07:46,640 --> 00:07:49,140 and you should know these by heart. 122 00:07:49,140 --> 00:07:55,280 But just a trick to remember it-- 123 00:07:55,280 --> 00:07:57,059 I just want to remind you, again, 124 00:07:57,059 --> 00:07:59,100 of the linearity and the fact that you could also 125 00:07:59,100 --> 00:08:00,016 use the Euler formula. 126 00:08:03,000 --> 00:08:06,180 Given what we just derived, you could also 127 00:08:06,180 --> 00:08:12,100 write this, again due to the linearity of the integral 128 00:08:12,100 --> 00:08:14,780 as a linear combination of Laplace of cosine 129 00:08:14,780 --> 00:08:16,270 and sine here. 130 00:08:16,270 --> 00:08:19,890 And we know that Laplace of the exponential a*t is just what we 131 00:08:19,890 --> 00:08:21,290 computed here. 132 00:08:21,290 --> 00:08:25,590 So that would be s minus i*omega, 133 00:08:25,590 --> 00:08:32,090 which you can just rewrite like this. 134 00:08:32,090 --> 00:08:34,039 And then identify just the real part 135 00:08:34,039 --> 00:08:35,622 with the real part, the imaginary part 136 00:08:35,622 --> 00:08:38,549 with the imaginary part, which finishes our problem. 137 00:08:38,549 --> 00:08:40,760 And this is a quick way of checking 138 00:08:40,760 --> 00:08:42,250 that you have that right. 139 00:08:42,250 --> 00:08:51,631 To give you the Laplace transforms of cosine and sine. 140 00:08:55,780 --> 00:08:57,470 So that ends the problem for today. 141 00:08:57,470 --> 00:09:00,530 The key point was just remembering the definition 142 00:09:00,530 --> 00:09:02,210 of the Laplace transform, and then 143 00:09:02,210 --> 00:09:05,170 learning how to use it for different cases, 144 00:09:05,170 --> 00:09:07,938 and identify the domains of convergence.