S7 Airlines adopts machine learning for aircraft maintenance
S7 Airlines, a oneworld® global airline alliance member, has been the first among Russian airlines to complete the development of a pilot system of predictive maintenance for Airbus A319 aircraft. During the year, the majority of S7 Airlines fleet is to be connected to the system.
The system allows to predict possible defects for each S7 Airlines aircraft in a long-run prospect by analysing the array of historical data on maintenance of aircraft and the operation of its individual components. It is planned, that the system will reduce the number of flight delays due to technical issues.
The system determines the probability of the occurrence of different defects types in a certain period in the future. If the probability is higher than the established threshold, it recommends conducting additional diagnostics of the aircraft.
“S7 Airlines, as a technological leader in the industry, implements the latest solutions for the most efficient operation of the airline. Modern technologies in the field of machine learning allow us to take a new approach to ensuring the safety of flights. In particular, mathematical models allow us to predict the breakdowns quite accurately. Modern developments of aircraft manufacturers allow getting the information on the operation of all systems almost instantly after the flight. Combined with the extensive experience of S7 Technics experts, it allows to significantly increase the efficiency of aircraft maintenance,” says Pavel Voronin, S7 Group Deputy General Director for Information Technology.
The software developed by S7 Airlines experts together with Datadvance, one of the leading prognostic analytics companies in Russia, is used to analyse the data and build a mathematical model. S7 Technics experts acted as consultants for engineering and technical maintenance of aircraft. Today, the data set includes the values recorded by aircraft telemetry systems, the database of S7 Technics — maintenance and repair holding company — and meteorological data for the period from 2012 to 2017.
The company’s experts are developing the system. The next step is the introduction of a more efficient industrial system which is able to download data in real time and has a user-friendly interface.
S7 Airlines (“Siberia” airlines brand, s7.ru) is a member of the oneworld® global aviation alliance. The airline has a wide internal route network, created on the basis of air transport hubs in Moscow (Domodedovo) and Novosibirsk (Tolmachevo). S7 Airlines also performs regular flights to countries of the Commonwealth of Independent States (CIS), Europe, the Near East, Southeast Asia and countries of the Asia-Pacific region. In 2007 the company received an official IATA certificate as an IOSA (IATA Operational Safety Audit) operator, becoming the second air carrier in Russia to have successfully passed the full international audit procedure for compliance with operational safety standards.
S7 Airlines is one of the most reliable airlines of Russia, it implements latest achievements of the world’s industry in passenger services and develops its own services dynamically.
Today S7 Airlines has the newest and one of the most modern aircraft fleets on the Russian air transportation market. All flights of the airline are performed by the aircraft of the world’s leading manufacturers.
S7 Airlines is in top 100 of the best airlines of the world and ranks third in the Eastern Europe, as indicated by the authoritative international rating Skytrax.
S7 Airlines is among the top 5 of the most reputable Russian companies of 2017 and ranks the fourth among the most desirable Russian employers.
S7 Airlines was a multiple winner of the Wings of Russia National Aviation Awards in different categories.
S7 Airlines was a multiple winner of the Cannes Lions advertising festival awards for implemented projects, and My Planet National Awards for discoveries in travel sphere.
S7 Airlines won “Best Russian Airline” at 2015 National Geographic Traveler Awards.
At the end of 2016, S7 Airlines became the winner of Skyway Service Award aviation award in three categories: the best airline in category “Economy Class, Domestic Scheduled Services”, “Best Loyalty Program” and “Best Online Customer Services”.
The airline is a member of the S7 Group of companies. In 2017 Group member airlines carried more than 14.2 million passengers.
S7 Technics Holding is the leading provider of maintenance on the Russian market; it performs basic and operational maintenance of Boeing, Airbus, Embraer and Sukhoi aircraft, repairs and engineering works, repairs of CFM56 aircraft engines and also produces components for a number of main types of aircraft.
S7 Engineering, LLC, and Sibir Technics, LLC, which service aircraft at airports in Moscow (DME), Novosibirsk (OVB) and Mineralnyye Vody (MRV), as well as at several line stations in Russia, are the members of the company. The production facilities of S7 Technics Holding are certified according to the requirements of EASA, the aviation authorities of Bermuda, Russia and a number of other countries for the maintenance of Boeing, Airbus, Sukhoi Superjet 100, Embraer and Cessna aircraft.
The list of works performed by the company includes periodic maintenance (including D-check), line maintenance, structural repairs, engineering (including the development of modifications in accordance with the requirements of EASA Part 21J and the manufacture of interior elements in accordance with the requirements of EASA Part 21G).
The holding company also performs the component repairs, aircraft painting and personnel training (in accordance with the requirements of EASA Part 147 and FAP-289). The company is focused on the continuous development of its products, including through cooperation with original equipment manufacturers (OEM).
Datadvance is one of the world’s leading software developers in the field of machine learning and engineering optimisation. The mission of the company is to create and improve effective and convenient software that allows customers to significantly reduce the time and financial costs for the creation and technical support of innovative products and improve their quality and technical characteristics. The company has offices in Russia and France.