These ultra-long commercial flights are becoming more common thanks to design innovations and fuel capacity. More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results. At 24 hours and 24 minutes of flight time, Project Sunrise broke the old record for longest-ever flight by a commercial-style aircraft. Breakthroughs, discoveries, and DIY tips sent six days a week. By signing up, you confirm you are 16+, will receive newsletters and promotional content and agree to our Terms of Use and acknowledge the data practices in our Privacy Policy .

Identifying phases of flight is important in the field of general aviation, as knowing which phase of flight data is collected from aircraft flight data recorders can aid in the more effective detection of safety or hazardous events. General aviation flight data for phase of flight identification is usually per-second data, comes on a large scale, and is class imbalanced. It is expensive to manually label the data and training classification models usually faces class imbalance problems. This work investigates the use of a novel method for minimally supervised self-organizing maps (MS-SOMs) which utilize nearest neighbor majority votes in the SOM U-matrix for class estimation. Results show that the proposed method can reach or exceed a naive SOM approach which utilized a full data file of labeled data, with only 30 labeled datapoints per class. Additionally, the minimally supervised SOM is significantly more robust to the class imbalance of the phase of flight data. These results highlight how little data is required for effective phase of flight identification.

Artificial Intelligence is rolling out across the aviation industry to a greater and greater extent. It could even hold the key to a speedier post-pandemic recovery. Let's take a look at how its branch of machine learning is already impacting everyday aspects of travel, including how tickets are priced, point-to-point routes, fuel consumption optimization, and biometric boarding. "AI is coming and it will have no mercy for any obstacles on its way. Companies can choose to resist and maintain status quo to extend their survival period, or embrace AI and be part of the ongoing revolution," – IATA, AI in Aviation White Paper, 2018.

Kidneys were flown a record 10 miles across the Nevada desert by drone earlier this month, setting a record for unmanned aerial organ delivery. It comes after the first-ever successful drone delivery of an organ was completed last year, when a 44-year-old's new kidney over two miles in an unmanned drone from the Living Legacy Foundation organ distribution center to the University of Maryland Medical Center (both in Baltimore) on April 19. The latest drone organ delivery - completed by a MissionGo device - surpasses that historic flight by traveling five-times further. It was the second of two human tissue drone flights completed the same day, September 17. MissionGO and the Nevada Donor Network flew corneas two miles by drone, from one hospital to another, then flew research kidneys 10 miles from a remote airport to a town in the middle of the state's desert.

In a lawsuit filed last month and unveiled Thursday, United States defense contractor and drone-maker company AeroVironment was sued by one of the its ex-employees, who claimed he and his colleagues were fired for reporting an incident that violated commercial flight laws. Former programs chief of AeroVironment Mark Anderson claimed in the wrongful termination lawsuit, filed April 18 with the California Superior Court, an unidentified employee of the company traveled from Salt Lake City to Los Angeles in April 2015 on a Delta Air Lines commercial flight with an explosive-laden drone in a carry-on bag. The flight was carrying 230 passengers at the time. It was unclear how the employee managed to take bomb-loaded drone past Transportation Security Administration (TSA) agents before getting on the flight. TSA has an extensive list of items that are banned on commercial flights, be in carry-on or check-in luggage.

It has been dubbed'the flying bum' - and could soon be taking holidaymakers for an'air cruise' around the world's most picturesque areas. The 20-tonne Airlander 10 is set to be tested by luxury travel firm Henry Cookson Adventures next year. It says it hopes to take the craft wherever clients want to go, promising passengers will'experience landscapes that vary as diversely as the North Pole, Bolivian Salt Pans and Namib Desert'. The 20-tonne Airlander 10 is set to be tested by luxury travel firm Henry Cookson Adventures next year, and will be fitted with a luxury interior meaning it can stay aloft for weeks at a time. Airlander is the largest aircraft in the world, bigger even than the Airbus A380 - but would be dwarfed by the historic zeppelins developed in Germany during the 1930s.

From flying taxis to Batman-style surveillance motorcycles, Dubai's GITEX expo this week showcased innovations that were symbols of the city-state's ambitions to be a metropolis of the future. Known for its futuristic skyline and artificial islands, Gulf emirate Dubai has carved out a place alongside cities like Singapore as a hub for innovative ideas. At this year's 37th Gulf Information Technology Exhibition (GITEX), which runs until Thursday, city authorities were keen to show off they remain on the cutting edge. The undisputed star of the expo, which has more than 4,000 companies from 71 countries participating, was Dubai's flying taxi project. It will fly at a height of 120 metres (130 yards), meaning it will be'out of the way of commercial flights' The undisputed star of the expo, which has more than 4,000 companies from 71 countries participating, was Dubai's flying taxi project developed by German drone firm Volocopter.