600:
532:
481:
352:
200:
381:
268:
24:
578:
Diagnostics are provided in real time. Applications include fault detection and quality control of regulatory markings. At the end of the mission, a damage report is sent to a tablet computer with each region of interest and its proposed classification. The algorithm returns a confidence rate on its
566:
algorithms depends on the representativeness and the quantity of examples in each class. Databases suffer from the fact that there is only a small number of defects compared to the huge amount of normal elements present on an aircraft. The defects are, however, the most critical objects to classify.
367:
Although regulations and weather make it difficult to use UAVs in airspace near airports, Donecle developed a product that works both indoors and outdoors, using a laser positioning system for its UAVs. During the autonomous flight, cameras mounted on the UAVs photograph the exterior surface of the
371:
Compared to human inspections that require scaffolding, inspection of the outer surface of a typical airliner with drones takes about twenty minutes versus six to ten hours and requires one person versus ten to twenty. The cost of taking an aircraft out of service can run at approximately $ 10,000
254:
began to develop a collaborative mobile robot capable of inspecting an aircraft during maintenance operations. Carried out by the Akka
Technologies group, this multi-partner project involved research laboratories and companies, including Airbus. In 2014, in partnership with the Bristol Robotics
435:
At the end of 2016, DDrone Invest, an investment company controlled by the French company Delta Drone, invested one million euros in
Donecle. With this capital injection, the company became a shareholder, alongside the founders. At the Paris Air Show in 2017, the company announced that it was
291:
with a PhD in
Mechanics and Materials, noted that maintenance inspection reports are often incomplete for various reasons such as missing photographs, missing information, or illegible handwriting. He considered the use of drones to perform the inspection automatically. He contacted Matthieu
431:
Engineering and
Maintenance (AFI-KLM E&M). The UAVs were tested on their aircraft to verify the marking and detection of defects. At the end of this testing and verification phase, AFI-KLM and Donecle planned to jointly deploy the equipment at AFI-KLM E&M maintenance sites.
227:(EASA), require regular visual inspections of the entire external surface of the aircraft to assess the condition of their structures. About 80% of the required inspections are visual. All aircraft are visually inspected prior to each flight, as part of scheduled
1520:
550:
on the fuselage. A second step of classification is then carried out in order to categorize defects (lightning strike, oil leak, scratching, texture irregularity, etc.) versus normal elements of the aircraft (screws, rivets,
368:
aircraft. Algorithms analyse the images and provide a diagnostic report about the aircraft surface. A human operator chooses a flight plan for the required inspection and a qualified inspector then validates the reports.
436:
starting to sign its first contracts with air carriers and planned commercial deployment by the end of the year. During the year, the startup was planning to increase its workforce and to attract international clients.
1781:
523:. A human operator does not need to pilot the UAVs, but only launches the mission and then the UAVs fly autonomously around the aircraft. They normally fly at a distance of one meter from the fuselage.
339:. They founded the startup, Donecle, in September 2015 and developed an automated inspection procedure for aircraft with a swarm of UAVs. In June of That same year they presented their concept at the
332:
293:
2501:
515:
The navigation plans and the number of UAVs employed in each case depend on the aircraft model to be analyzed. A single UAV is enough for a small airplane while up to six UAVs can be used for an
492:
The
Donecle UAV is a coaxial push-pull octocopter. The UAVs position themselves relative to the aircraft with laser positioning technology. This allows them to operate in enclosed areas, such as
420:
competitiveness cluster, the
Robotics Place cluster and the Hardware Club. In October 2016, it became a member of the Starburst Accelerator, the world's largest incubator for aerospace startups.
1202:
512:
the position of the UAV relative to the aircraft. The sensors used for autonomous navigation also ensure safe operation, by preventing collisions with aircraft, human personnel and equipment.
159:
algorithms analyse the images. The system then provides a diagnostic of the aircraft surface to a qualified inspector, who reviews the images and validates or refutes the provided analysis.
1528:
1638:
1082:
1818:
2319:
1929:
2175:
2397:
1789:
2020:
2149:
2345:
2506:
994:
1115:
2232:
1401:
1382:
324:
1417:
2204:
2371:
1323:
1026:
2119:
1293:
1175:
1267:
34:
1444:
625:
1646:
572:
1829:
1578:
2046:
1937:
1904:
869:
727:
567:
To overcome this difficulty, Donecle has done research to extend image annotations, using classical image processing techniques and
1607:
1350:
668:
2521:
2423:
1967:
759:
616:
599:
224:
220:
785:
568:
1754:
1673:"Présentation dynamique d'inspection de #Rafale par le drone de @Donecle sur l' @ADSShow2018 avec @AppsDrones @AiretCosmos"
1551:
1989:
439:
In 2018, at the ADS Show, a trade show for aerospace and defense maintenance, Donecle conducted a drone inspection of a
2262:
962:
575:, which allows learning information about object categories from a single image, or a small number of training images.
2526:
2288:
681:
412:, a town south-east of Toulouse. The incubator aids the search for funding and provides some common equipment such as
228:
216:
1959:
1819:"Caractérisation d'objets sur des images acquises par drone recherchant des défauts pour la maintenance aéronautique"
1858:"Génération photo-réaliste de défauts sur des images de surfaces extérieures d'avions acquises parun drone autonome"
144:
Autonomous navigation of the UAVs is based on laser positioning technology. UAVs take pictures of the aircraft with
2511:
1877:"Machine learning approaches for defect classification on aircraft fuselage images aquired [sic] by an UAV"
1500:
1475:
1240:
1064:
328:
2240:
2531:
1856:
Deliencourt, Bryan; Giraud, Mathieu; Miranda, Julien; Larnier, Stanislas; Herbulot, Ariane; Devy, Michel (2019).
760:"UAVs And Robotics Move Into MRO: Technological innovations are changing inspections, parts stocking and repairs"
501:
444:
271:
Founders of
Donecle, from left to right, Josselin Bequet, Matthieu Claybrough, Alban Deruaz-Pepin et Yann Bruner.
519:. As the inspection missions are always the same, the routes are pre-programmed in the software installed on a
2209:
1782:"DRONES : Donecle opère y compris en indoor, des drones pour inspecter les impacts foudre sur un avion"
2450:
2093:
1397:
1378:
203:
UAVs simplify the examination of the upper parts as the vertical tail part illustrated in the photograph.
2458:
1068:
664:
629:
604:
424:
385:
336:
175:
167:
126:
2078:
1482:
259:
became interested in drones guided by technicians to reduce the inspection time of aircraft fuselages.
331:
who specializes in management and finance. The second was Alban Deruaz-Pepin, who graduated from the
2516:
1884:
1676:
826:
183:
812:"Automated exterior inspection of an aircraft with a pan-tilt-zoom camera mounted on a mobile robot"
509:
297:
423:
In 2016, the company announced a partnership with the French-Dutch aeronautical maintenance group
1910:
1730:
1583:
1031:
842:
547:
401:
397:
372:
per hour, which makes UAV inspection cost effective. Donecle has filed patents for this process.
284:
645:
480:
351:
323:
Two other partners joined them in the project. The first was
Josselin Bequet, a graduate of the
199:
275:
After thirteen years in the design offices of the
European aircraft manufacturer Airbus on the
2424:"MidInnov et Inn'Ovations : comment l'innovation reste un moteur de l'économie régionale"
1900:
1135:
865:
723:
588:
179:
2054:
717:
1892:
1722:
1406: Alban Deruaz-Pepin, Method and system for determining the position of a moving aircraft
834:
556:
543:
535:
417:
232:
156:
152:
1875:
Miranda, Julien; Veith, Jannic; Larnier, Stanislas; Herbulot, Ariane; Devy, Michel (2019).
810:
Jovancevic, Igor; Larnier, Stanislas; Orteu, Jean-José; Sentenac, Thierry (November 2015).
531:
1672:
1324:"Donecle : des micro-drones pour inspecter les avions de ligne touchés par la foudre"
1147:
520:
448:
440:
380:
309:
288:
145:
1857:
811:
2076:
Guillaume
Bregeras (14 April 2016). "Les dix pionniers français à suivre selon le MIT".
1888:
1418:"Donecle, à l'assaut des compagnies aériennes avec ses drones de maintenance des avions"
830:
579:
diagnosis. An inspector reviews at the images and validates or refutes the diagnostics.
542:
The high-resolution cameras mounted on the UAVs photograph the surface of the aircraft.
137:. The company offers single UAVs and swarms of UAVs to visually inspect the exterior of
1615:
456:
340:
305:
2150:"PLTJE 2016 : des entrepreneurs ambitieux pour représenter Toulouse et sa région"
1083:"Matthieu Claybrough, cofondateur de Donecle, récompensé par la MIT Technology Review"
2495:
1914:
1876:
1734:
1710:
563:
59:
846:
1111:
660:
2018 Grand Prize of the 37th Inn'Ovations regional competition in the Midinnov show
460:
335:(ISAE-SUPAERO) and specializes in computer science and control theory, and holds a
313:
276:
244:
240:
1639:"SĂ©lection Midinvest 2017 : Donecle, le drone automatique inspecteur d'avion"
1207:
615:
2016 Jean-Louis Gerondeau - Zodiac Aerospace award given by the foundation of the
447:. In the future, the company intends to offer other types of inspections, such as
1387: Matthieu Claybrough, System and method for automatically inspecting surfaces
634:
2016 Young Engineer award - Technology and Aerospace by Norbert SĂ©gard Foundation
400:(IoT) sensors, so at its inception in 2015, Donecle joined the Connected Camp, a
2346:"Prix de l'Entrepreneur de l'Année : les lauréats pour la région Grand Sud"
1355:
743:
U.F. Goranson; J.T. Rogers (1983). "Elements of Damage Tolerance Verification".
638:
516:
497:
301:
1694:
Emmanuel Huberdeau (5 October 2018). "Des drones pour aider Ă la maintenance".
719:
Des drones Ă tout faire ?: Ce qu'ils vont changer dans ma vie au quotidien
657:
2017 Disruptive Strategy Award in the startup category for the Grand-Sud region
267:
2320:"La startup toulousaine Donéclé lauréate du 2e concours national de robotique"
1711:"Novel Model-Based Control Mixing Strategy for a Coaxial Push-Pull Multirotor"
1494:
1469:
1234:
1058:
838:
552:
413:
405:
236:
1997:
1726:
885:
2295:(in French). Concours national de robotique extérieure. 2017. Archived from
2127:
1862:
ORASIS, Journées Francophones des Jeunes Chercheurs en Vision Par Ordinateur
1826:
Actes de la conférence Reconnaissance de Formes et Intelligence Artificielle
1060:#Innovators35EU – Matthieu Claybrough is Revolutionizing Aircraft Inspection
691:
505:
464:
452:
251:
44:
1881:
Fourteenth International Conference on Quality Control by Artificial Vision
1709:
Chebbi, Jawhar; Defaÿ, François; Brière, Yves; Deruaz-Pepin, Alban (2020).
654:
2017 Special Jury Award of French national competition for outdoor robotics
409:
55:
2296:
889:
360:
317:
138:
130:
122:
106:
88:
1521:"Toulouse. Donecle Delta Drone investit un million d'euros dans Donecle"
1445:"IoT Valley : Connected Camp saison 1, c'est parti avec 8 start-up"
916:
239:
or other possible external damage. One possible solution to improve the
23:
2398:"Bilan de Midinnov et des trophées du 37e concours Les Inn'Ovations..."
2120:"Prix la Tribune Jeune Entrepreneur 2016 : découvrez les lauréats"
1896:
1680:
1116:"La première édition du Paris Air Lab au salon du Bourget 2017 - 21/06"
745:
Twelfth ICAF Symposium, International Committee on Aeronautical Fatigue
455:. Planning is also underway for applications outside aviation, such as
256:
163:
1176:"2017, l'année de l'envol des essaims de drones du toulousain Donecle"
1879:. In Cudel, Christophe; Bazeille, Stéphane; Verrier, Nicolas (eds.).
1268:"Donecle sets its drone to work for maintenance with AFI KLM E&M"
995:"Aéronautique : la startup Donéclé invente le drone anti-foudre"
493:
212:
208:
148:
94:
63:
2372:"Sébastien Matty reçoit le "Prix de l'Entrepreneur de l'Année 2017""
1817:
Miranda, Julien; Larnier, Stanislas; Claybrought, Matthieu (2018).
598:
530:
479:
379:
350:
266:
198:
1027:"Donecle inspecte en un éclair les avions impactés par la foudre"
611:
The startup and its founders have received the following awards:
280:
1506:
uploaded by IoT Valley, 30 March 2017. Retrieved 26 August 2017
686:
485:
428:
389:
356:
171:
134:
110:
651:
2016 Trophy of Innovation of the Aeromart business convention
250:
In January 2013, the French research and development project
2289:"Lauréats du concours national de robotique extérieure 2017"
1243:
uploaded by Donecle, 13 April 2017. Retrieved 27 August 2017
644:
2016 Start me up first Innovation contest, organized by the
300:, Claybrough has a specialization in innovation management,
1203:"Quatre start-up françaises qui révolutionnent leur marché"
2484:
587:
The company's drone were employed in operational tests by
1294:"Des milliards d'économies pour les compagnies aériennes"
2205:"Donecle récompensée par le Crédit Agricole Toulouse 31"
2021:"La startup Donecle remporte le Grand Prix Galaxie 2016"
247:
of aeronautical maintenance and its visual inspections.
2233:"Les cinq lauréats des trophées Aeromart Toulouse 2016"
1780:
Emma Bao (4 August 2016). Entreprises Occitanie (ed.).
1579:"Delta Drone investit un million d'euros dans Donecle"
1552:"Donecle inspecte les avions de ligne avec ses drones"
2502:
Companies based in Occitania (administrative region)
2263:"Donecle reçoit le trophée de l'innovation Toulouse"
2176:"2ème édition start me up by CA31 sur orbite !"
1496:
Founder Feedback Stories / Donecle / Josselin Bequet
886:"Easyjet develops flying robots to inspect aircraft"
860:
Valéry Bonneau (2016). Éditions Alternatives (ed.).
786:"More Airlines Turn To UAVs For Aircraft Inspection"
538:
software control the quality of regulatory markings.
292:
Claybrough, who was involved in UAV projects at the
546:algorithms perform the first step of detecting any
333:
Institut Supérieur de l'Aéronautique et de l'Espace
294:
Institut supérieur de l'aéronautique et de l'espace
101:
83:
69:
50:
40:
30:
1236:UAV aircraft inspections Donecle - AFI-KLM E&M
956:
954:
952:
950:
948:
946:
944:
942:
940:
938:
559:from the annotated databases of previous flights.
2449:Warwick, Graham; Anselmo, Joe (10 January 2020).
1748:
1746:
1744:
1169:
1167:
1165:
1163:
1161:
1159:
1157:
988:
986:
984:
641:Young Entrepreneur award in the "start category"
1996:(in French). Club Galaxie. 2016. Archived from
555:, etc.). The recognition algorithm is based on
1960:"Prix Jean-Louis Gerondeau / Zodiac Aerospace"
1020:
1018:
1016:
2094:"Lauréats Prix Jeune Ingénieur Créateur 2016"
1755:"Les drones de Donecle auscultent les avions"
1081:Sylvain Rolland; Gael CĂ©rez (14 April 2016).
603:Matthieu Claybrough during award ceremony of
571:. Other alternatives also considered include
308:. For three years he worked on the design of
8:
1930:"Airline Testing Aircraft Inspection Drones"
243:of these operations and reduce costs is the
16:
2100:(in French). Fondation Norbert SĂ©gard. 2016
2053:. Innovators Under 35. 2016. Archived from
1809:
1807:
1485:, 10 October 2016. Retrieved 26 August 2017
1261:
1259:
1257:
1255:
1253:
1251:
1249:
182:and is one of the players in the field of
22:
15:
2185:(in French). Crédit agricole. 3 June 2016
1317:
1315:
1071:, 26 April 2016. Retrieved 27 August 2017
911:
909:
907:
628:Innovators under 35 France, organized by
864:(in French). Gallimard. pp. 41–42.
722:(in French). Editions Quae. p. 90.
621:2016 Galaxie Grand Prize by Galaxie club
451:of exterior paint and the evaluation of
312:for aircraft, including helicopters for
219:, and certification bodies, such as the
2451:"Aviation Week's 2020 Laureate Winners"
1054:
1052:
1050:
716:Isabelle Bellin; Sylvain Labbé (2016).
703:
1514:
1512:
1351:"Des drones pour inspecter les avions"
1230:
1228:
1226:
1143:
1133:
1106:
1104:
963:"Des drones pour inspecter des avions"
711:
709:
707:
1671:@HenrydFrecinet (26 September 2018).
626:Massachusetts Institute of Technology
325:École supérieure de commerce de Paris
231:and after unplanned events such as a
7:
2507:French companies established in 2015
2019:Sophie Arutunian (13 October 2016).
1928:O'Connor, Kate (10 September 2019).
1715:IEEE Robotics and Automation Letters
1606:Gabrielle Carpel (11 October 2016).
1471:Des drones pour contrĂ´ler les avions
1322:Jean-Baptiste Heguy (8 April 2016).
784:Graham Warwick (25 September 2015).
1637:Midinvest, ed. (24 February 2017).
1753:Olivier James (19 November 2016).
1349:Julie Rimbert (21 December 2016).
993:Florine Galéron (28 August 2015).
961:Arnaud Devillard (20 April 2016).
14:
2422:Martin Venzal (1 February 2018).
2239:(in French). 2016. Archived from
1025:Johanna Decorse (18 April 2016).
1443:Marina Angel (3 February 2016).
1416:Jeanne Dussueil (29 June 2016).
1174:Marina Angel (6 December 2016).
758:Henry Canaday (28 August 2015).
669:maintenance, repair and overhaul
396:Inspections use a set of mobile
255:Laboratory, the British airline
207:Aircraft manufacturers, such as
2318:Maxime Birken (13 March 2017).
1883:. Vol. 11172. p. 10.
1550:Magali Rebeaud (16 June 2017).
1519:JDE Edition (24 October 2016).
1292:Claire Raynaud (8 April 2016).
1201:Valérie Froger (18 July 2016).
569:generative adversarial networks
384:Donecle has a partnership with
225:European Aviation Safety Agency
221:Federal Aviation Administration
2378:(in French). 26 September 2017
404:in this field, located in the
287:, Yann Bruner, an engineer at
1:
2156:(in French). 11 November 2015
1398:WO application 2017121936
1379:WO application 2016203151
819:Journal of Electronic Imaging
416:. Donecle is a member of the
2403:(in French). 5 February 2018
2213:(in French). 24 October 2015
1266:LĂ©o Barnier (20 July 2017).
392:Engineering and Maintenance.
2352:(in French). 4 October 2017
1788:(in French). Archived from
1645:(in French). Archived from
1614:(in French). Archived from
1527:(in French). Archived from
682:Aircraft maintenance checks
2548:
2269:(in French). December 2016
1525:Le Journal des entreprises
329:City, University of London
129:which develops autonomous
1786:entreprises-occitanie.com
862:Mon collègue est un robot
839:10.1117/1.JEI.24.6.061110
502:Global Positioning System
445:multirole combat aircraft
21:
1727:10.1109/LRA.2019.2963652
1272:Le Journal de l'Aviation
283:aircraft with metal and
184:aeronautical maintenance
1698:(in French) (2611): 15.
1608:"Les drones du Bourget"
1577:AOF (11 October 2016).
496:, without the need for
488:inspecting an aircraft.
162:The company works with
2522:Nondestructive testing
1114:, ed. (21 June 2017).
608:
595:Awards and recognition
539:
489:
393:
364:
327:(ESCP Europe) and the
272:
229:maintenance operations
204:
176:aircraft manufacturers
2459:Aviation Week Network
2293:concours-robotique.fr
2051:innovatorsunder35.com
2047:"Matthieu Claybrough"
1120:bfmbusiness.bfmtv.com
1069:MIT Technology Review
665:Aviation Week Network
630:MIT Technology Review
605:MIT Technology Review
602:
562:The effectiveness of
534:
484:Donecle's autonomous
483:
476:Autonomous navigation
425:Air France Industries
386:Air France Industries
383:
355:Donecle's autonomous
354:
337:private pilot license
270:
202:
168:Air France Industries
127:aircraft manufacturer
1940:on 11 September 2019
892:Business. 7 May 2014
296:. A graduate of the
2299:on 18 November 2017
1990:"Prix Galaxie 2016"
1889:2019SPIE11172E..08M
831:2015JEI....24f1110J
617:Ă©cole polytechnique
591:in September 2019.
583:Operational testing
298:Ecole Polytechnique
285:composite materials
75:Matthieu Claybrough
18:
2527:Robotics companies
2210:La DĂ©pĂŞche du Midi
2098:norbert-segard.org
1897:10.1117/12.2520567
1483:Toulouse MĂ©tropole
1298:La DĂ©pĂŞche du Midi
1146:has generic name (
967:Sciences et Avenir
609:
548:region of interest
540:
490:
402:business incubator
398:Internet of Things
394:
365:
273:
205:
79:Alban Deruaz-Pepin
54:September 2015 in
2512:Industrial robots
1964:polytechnique.edu
1792:on 25 August 2017
589:Austrian Airlines
573:one-shot learning
527:Visual inspection
180:Dassault Aviation
116:
115:
2539:
2532:Robots of France
2488:
2487:
2485:Official website
2470:
2469:
2467:
2465:
2455:aviationweek.com
2446:
2440:
2439:
2437:
2435:
2419:
2413:
2412:
2410:
2408:
2394:
2388:
2387:
2385:
2383:
2368:
2362:
2361:
2359:
2357:
2342:
2336:
2335:
2333:
2331:
2315:
2309:
2308:
2306:
2304:
2285:
2279:
2278:
2276:
2274:
2259:
2253:
2252:
2250:
2248:
2229:
2223:
2222:
2220:
2218:
2201:
2195:
2194:
2192:
2190:
2183:ca-toulouse31.fr
2180:
2172:
2166:
2165:
2163:
2161:
2146:
2140:
2139:
2137:
2135:
2116:
2110:
2109:
2107:
2105:
2090:
2084:
2083:
2073:
2067:
2066:
2064:
2062:
2043:
2037:
2036:
2034:
2032:
2016:
2010:
2009:
2007:
2005:
1994:club-galaxie.com
1986:
1980:
1979:
1977:
1975:
1956:
1950:
1949:
1947:
1945:
1936:. Archived from
1925:
1919:
1918:
1872:
1866:
1865:
1854:
1850:
1844:
1843:
1841:
1840:
1834:
1828:. Archived from
1823:
1815:
1811:
1802:
1801:
1799:
1797:
1777:
1771:
1770:
1768:
1766:
1759:L'Usine Nouvelle
1750:
1739:
1738:
1706:
1700:
1699:
1691:
1685:
1684:
1669:
1665:
1659:
1658:
1656:
1654:
1649:on 2 August 2017
1634:
1628:
1627:
1625:
1623:
1618:on 2 August 2017
1603:
1597:
1596:
1594:
1592:
1574:
1568:
1567:
1565:
1563:
1547:
1541:
1540:
1538:
1536:
1516:
1507:
1505:
1497:
1492:
1486:
1480:
1472:
1467:
1461:
1460:
1458:
1456:
1440:
1434:
1433:
1431:
1429:
1413:
1407:
1405:
1404:
1400:
1394:
1388:
1386:
1385:
1381:
1375:
1369:
1368:
1366:
1364:
1346:
1340:
1339:
1337:
1335:
1319:
1310:
1309:
1307:
1305:
1289:
1283:
1282:
1280:
1278:
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245:robotization
241:traceability
206:
186:automation.
161:
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118:
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84:Headquarters
31:Company type
2517:Maintenance
2464:15 February
2434:14 February
2430:(in French)
2407:14 February
2382:14 February
2356:14 February
2326:(in French)
2027:(in French)
1853:(in French)
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1612:Drones Actu
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1356:Le Parisien
1330:(in French)
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1089:(in French)
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1001:(in French)
969:(in French)
921:donecle.com
795:10 February
769:10 February
648:Toulouse 31
639:BNP Paribas
553:pitot tubes
517:Airbus A380
508:compute in
498:geolocation
414:3D printers
376:Development
302:aeronautics
133:inspection
109:inspection
105:Autonomous
73:Yann Bruner
2496:Categories
2401:La Tribune
2376:La DĂ©pĂŞche
2324:La Tribune
2237:madeeli.fr
2154:La Tribune
2025:La Tribune
1839:2019-03-23
1087:La Tribune
999:La Tribune
917:"About us"
790:Inside MRO
764:Inside MRO
698:References
506:Algorithms
465:wind farms
406:IoT Valley
320:supplier.
263:Foundation
237:hail storm
195:Background
2350:L'Express
2303:26 August
2247:26 August
2217:26 August
2160:26 August
2128:Bpifrance
2079:Les Échos
1915:197660022
1796:27 August
1735:210693599
1653:27 August
1622:27 August
1591:27 August
1562:26 August
1455:26 August
1363:30 August
1334:30 August
1304:30 August
1277:27 August
1208:L'Express
1126:26 August
1039:26 August
1005:26 August
923:. Donecle
692:Air-Cobot
510:real time
453:corrosion
252:Air-Cobot
139:airliners
45:Aerospace
1556:Aerobuzz
1215:2 August
1136:cite web
1093:26 April
896:2 August
890:BBC News
847:29167101
676:See also
671:category
607:in 2016.
361:airliner
318:avionics
178:such as
166:such as
164:airlines
131:aircraft
123:Toulouse
107:aircraft
102:Products
89:Toulouse
41:Industry
2428:ToulEco
2330:30 July
2273:30 July
2189:30 July
2134:30 July
2104:30 July
2061:30 July
2031:30 July
2004:30 July
1974:30 July
1885:Bibcode
1765:30 July
1681:Twitter
1584:Capital
1535:19 July
1501:YouTube
1476:YouTube
1428:19 July
1241:YouTube
1186:19 July
1065:YouTube
1032:Capital
973:30 July
927:19 July
827:Bibcode
504:(GPS).
494:hangars
347:Product
257:easyJet
190:History
149:cameras
125:-based
119:Donecle
70:Founder
51:Founded
17:Donecle
1970:. 2016
1913:
1903:
1733:
1403:
1384:
868:
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726:
410:Labège
213:Boeing
209:Airbus
95:France
64:France
56:Labège
2179:(PDF)
1934:AVweb
1911:S2CID
1833:(PDF)
1822:(PDF)
1731:S2CID
1677:Tweet
843:S2CID
815:(pdf)
663:2020
624:2016
500:with
316:, an
277:A400M
121:is a
2466:2020
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1946:2019
1901:ISBN
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1365:2019
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1217:2017
1188:2017
1148:help
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1041:2017
1007:2017
975:2017
929:2017
898:2017
866:ISBN
797:2018
771:2018
724:ISBN
463:and
304:and
281:A350
279:and
215:and
174:and
155:and
135:UAVs
111:UAVs
1893:doi
1723:doi
1499:on
1474:on
1239:on
1063:on
835:doi
687:UAV
486:UAV
429:KLM
408:of
390:KLM
357:UAV
217:ATR
172:KLM
35:SAS
2498::
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1824:.
1806:^
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1757:.
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