1 00:00:00,193 --> 00:00:02,776 (intro music) 2 00:00:09,990 --> 00:00:13,230 - [Narrator] TxDOT is using unmanned aircraft vehicles 3 00:00:13,230 --> 00:00:16,400 for an ever increasing number of applications. 4 00:00:16,400 --> 00:00:19,770 The data captured by these systems saves time, 5 00:00:19,770 --> 00:00:22,730 provides a much broader picture of the surroundings 6 00:00:22,730 --> 00:00:25,710 and can sometimes go where man cannot. 7 00:00:25,710 --> 00:00:29,100 But based on external conditions like wind, rain, 8 00:00:29,100 --> 00:00:31,270 mist, smoke and lighting, 9 00:00:31,270 --> 00:00:34,930 the data collected by these vehicles could be compromised. 10 00:00:34,930 --> 00:00:36,590 - When you think about weather conditions, 11 00:00:36,590 --> 00:00:37,470 there's a lot to it. 12 00:00:37,470 --> 00:00:38,780 There is lighting. 13 00:00:38,780 --> 00:00:41,100 There is turbulence due to the air 14 00:00:41,100 --> 00:00:43,870 and the buffeting of the aircraft. 15 00:00:43,870 --> 00:00:47,010 And so there's a flying considerations. 16 00:00:47,010 --> 00:00:49,210 But there are also considerations 17 00:00:49,210 --> 00:00:53,140 on how suboptimal weather conditions affect the data 18 00:00:53,140 --> 00:00:54,020 that you're collecting. 19 00:00:54,020 --> 00:00:56,890 - These devices are increasingly used for 20 00:00:56,890 --> 00:00:59,080 a variety of applications. 21 00:00:59,080 --> 00:00:59,913 You name it, 22 00:00:59,913 --> 00:01:02,770 bridge inspections, construction monitoring 23 00:01:02,770 --> 00:01:04,900 and even traffic incident management, 24 00:01:04,900 --> 00:01:06,470 and this was one of the areas 25 00:01:06,470 --> 00:01:09,300 that TxDOT was interested in exploring. 26 00:01:09,300 --> 00:01:13,160 - That allowed us to evaluate how the UAS is operating 27 00:01:13,160 --> 00:01:15,360 and how the data is being collected 28 00:01:15,360 --> 00:01:16,710 in suboptimal conditions. 29 00:01:16,710 --> 00:01:18,630 Because most accidents, as you would imagine, 30 00:01:18,630 --> 00:01:21,820 happen when it's dark or dusk or at night, 31 00:01:21,820 --> 00:01:22,930 and when it's rainy, 32 00:01:22,930 --> 00:01:24,730 in conditions that are suboptimal. 33 00:01:24,730 --> 00:01:26,840 So it was a real good fit for this research 34 00:01:26,840 --> 00:01:29,570 for us to focus on that application. 35 00:01:29,570 --> 00:01:31,310 And then we can interpret the results 36 00:01:31,310 --> 00:01:34,020 to all the different things what we'd like to use a UAV for. 37 00:01:34,020 --> 00:01:36,440 - With our colleagues at Texas A&M Corpus Christi, 38 00:01:36,440 --> 00:01:40,480 we conducted computer simulations that mimicked the impact 39 00:01:40,480 --> 00:01:42,950 of a variety of environmental conditions, 40 00:01:42,950 --> 00:01:44,320 lighting, for example. 41 00:01:44,320 --> 00:01:48,550 So we had morning, noon, afternoon, dusk, night. 42 00:01:48,550 --> 00:01:51,890 But we also simulated the effect of built in LEDs 43 00:01:51,890 --> 00:01:54,210 and also supplemental lighting. 44 00:01:54,210 --> 00:01:57,170 Foggy conditions from three mile visibility, 45 00:01:57,170 --> 00:01:58,350 which is basically no fog, 46 00:01:58,350 --> 00:02:01,130 all the way down to 50 meters, 160 feet. 47 00:02:01,130 --> 00:02:03,740 And then we processed all of that through software, 48 00:02:03,740 --> 00:02:05,360 you know, photogrammetry software, 49 00:02:05,360 --> 00:02:06,800 and looked at the impact. 50 00:02:06,800 --> 00:02:09,000 - Most of it is just still pictures. 51 00:02:09,000 --> 00:02:11,030 And the software we use, 52 00:02:11,030 --> 00:02:12,630 it creates a 3D model. 53 00:02:12,630 --> 00:02:16,620 So we can combine a whole bunch of different pictures 54 00:02:16,620 --> 00:02:17,453 into one model. 55 00:02:17,453 --> 00:02:19,310 And the big benefit is that 56 00:02:19,310 --> 00:02:21,820 you don't really need to have a surveyor 57 00:02:21,820 --> 00:02:23,530 out on the crash site anymore. 58 00:02:23,530 --> 00:02:27,100 - We came up with a series of tangible recommendations 59 00:02:27,100 --> 00:02:28,650 for the department. 60 00:02:28,650 --> 00:02:32,000 The first recommendation was to establish a program 61 00:02:32,000 --> 00:02:34,350 to use UAS-based platforms 62 00:02:34,350 --> 00:02:37,340 to support traffic incident management activities, 63 00:02:37,340 --> 00:02:39,640 including crash reconstructions. 64 00:02:39,640 --> 00:02:44,380 - This particular research done by A&M was just stellar. 65 00:02:44,380 --> 00:02:45,830 They did a perfect job. 66 00:02:45,830 --> 00:02:48,430 And so they gave us tons of data back 67 00:02:48,430 --> 00:02:52,250 and really defined when it makes sense to use UAV 68 00:02:52,250 --> 00:02:53,870 in these conditions. 69 00:02:53,870 --> 00:02:54,970 - [Narrator] For more information, 70 00:02:54,970 --> 00:02:57,500 and to find the publications for this project, 71 00:02:57,500 --> 00:03:00,380 please visit the TxDOT Research Library 72 00:03:00,380 --> 00:03:01,933 at the link shown below.