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Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:03,124 --> 00:00:04,701 In the previous segment, 2 00:00:04,701 --> 00:00:08,220 we looked at control using a very simple idealized model. 3 00:00:09,720 --> 00:00:11,910 What's wrong with that idealized model? 4 00:00:12,920 --> 00:00:17,800 The biggest thing that's wrong is that we assumed that the motors were capable of 5 00:00:17,800 --> 00:00:21,570 producing whatever thrust the controller required. 6 00:00:21,570 --> 00:00:25,920 So in reality, if you look at this model, the motor thrusts are limited, 7 00:00:25,920 --> 00:00:28,750 because the motors have a limited capacity. 8 00:00:30,150 --> 00:00:34,875 So if I write down this equation again, and look at forces in the vertical 9 00:00:34,875 --> 00:00:39,599 direction, clearly the thrusts have to compensate for the weight, and 10 00:00:39,599 --> 00:00:44,730 the thrust that exceeds the weight, will produce a quadratic acceleration. 11 00:00:46,825 --> 00:00:51,782 But the thrust that the motor can produce is limited by the peak torque. 12 00:00:54,870 --> 00:00:59,225 So let's assume that this peak torque is known to us, and 13 00:00:59,225 --> 00:01:04,810 that in turn determines the maximum thrust we can produce, T sub-max. 14 00:01:04,810 --> 00:01:07,290 This in turn determines the maximum acceleration. 15 00:01:08,950 --> 00:01:13,790 If you look at that model, u, the control input, 16 00:01:13,790 --> 00:01:19,260 is now determined by the sum of the motor thrust and the weight. 17 00:01:19,260 --> 00:01:21,000 And of course, this has to be a vector sum. 18 00:01:21,000 --> 00:01:24,310 You have to remember that the thrust points in the opposite direction 19 00:01:24,310 --> 00:01:24,820 to the weight. 20 00:01:28,150 --> 00:01:33,100 Assuming you know what Tmax is, you can calculate umax 21 00:01:33,100 --> 00:01:37,140 by simply taking the maximum thrust and adding it to the weight. 22 00:01:38,190 --> 00:01:42,680 Again, remember that the thrust is in the vertical direction pointing up. 23 00:01:42,680 --> 00:01:45,280 The weight is in the vertical direction pointing down. 24 00:01:45,280 --> 00:01:48,610 And you really need to take the vector sum to get umax. 25 00:01:51,110 --> 00:01:55,650 So now when we do PD control, u(t) 26 00:01:55,650 --> 00:01:59,730 is determined not just by the proportion of the derivative control law. 27 00:02:01,000 --> 00:02:03,700 But also the maximum thrust that can be applied. 28 00:02:05,480 --> 00:02:09,270 So if you take the minimum of these two functions, 29 00:02:09,270 --> 00:02:13,660 that'll give you the true value of the controlled input that can be applied. 30 00:02:15,170 --> 00:02:17,070 The same for the PID control. 31 00:02:20,504 --> 00:02:23,800 I'm gonna now show you two videos. 32 00:02:23,800 --> 00:02:27,090 The only thing that's different in the two videos 33 00:02:27,090 --> 00:02:29,830 is the assumed value of maximum thrust. 34 00:02:31,240 --> 00:02:36,070 On the left side, the maximum thrust to weight ratio is 2. 35 00:02:36,070 --> 00:02:40,564 And on the right side the maximum thrust to weight ratio is 1.2. 36 00:02:43,557 --> 00:02:45,044 So these two videos or 37 00:02:45,044 --> 00:02:50,590 simulations illustrate the differences between using two different motors. 38 00:02:51,980 --> 00:02:53,480 Or you could ask the question, 39 00:02:53,480 --> 00:02:57,390 what happens if you keep the motors the same, but change the payload? 40 00:02:58,770 --> 00:03:02,630 Again, it's only the thrust to weight ratio that changes. 41 00:03:02,630 --> 00:03:05,470 And you qualitatively get different performances, 42 00:03:05,470 --> 00:03:07,390 as you can see in these simulations. 43 00:03:08,700 --> 00:03:12,070 Now, what I want you to do is to use the same simulator, 44 00:03:12,070 --> 00:03:15,020 using the control law we had before. 45 00:03:15,020 --> 00:03:18,230 And study how changing the thrust to weight ratio 46 00:03:18,230 --> 00:03:20,000 effects the response of the quadrotor. 47 00:03:21,210 --> 00:03:25,410 Change the mass or the payload of the robot and see how the response changes. 48 00:03:26,510 --> 00:03:28,140 Using this simulation, 49 00:03:28,140 --> 00:03:32,610 you should also be able to determine the maximum payload that the robot can carry. 50 00:03:33,670 --> 00:03:37,032 Such that the performance is within acceptable levels.4410

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