Researchers at the University of Illinois are developing an ice-management system to detect the effect of ice on the performance and handling of an aircraft.
The system would then alert the pilot, restrict the aircraft from potentially dangerous manoeuvres, and adapt the flight control system to maintain safe operation.
‘Current ice-protection systems attempt to prevent or remove an ice accretion and may provide limited sensing of the presence of ice,’ said Michael Bragg, professor and head of aeronautical and astronautical engineering at the UI. ‘But these systems use little, if any, information about the present state of the aircraft. Our approach is to provide the pilot with a near real-time characterisation of the effect that ice is actually having upon his aircraft.’
When ice accumulates on flight surfaces, it can change an aircraft’s performance, stability and controllability. Accidents can occur not only from degraded aerodynamic performance, but also from pilots making bad decisions in the absence of adequate information.
Using systems identification techniques, the researchers first modelled the effects that ice can have on an aircraft’s flight dynamics.
Then they developed methods to detect and characterise those effects. ‘Instead of relying only upon an ice-thickness sensor, for example, we’re measuring the changes in aircraft performance and control during an icing encounter,’ said James Melody, a graduate student in the university’s Co-ordinated Science Laboratory. ‘We use a neural network to extract information from the flight dynamics and various other sensors to better inform the pilot of the current state of his aircraft.’
Ultimately, the researchers want their ice-management system to automatically adapt the flight control system to make an aircraft easier – and safer – to fly when iced. For larger, newer aircraft, the system could operate autonomously, while still keeping the pilot properly informed.
‘We are putting our smart icing system between the ice protection system and the pilot,’ said Bragg. ‘After the ice-protection system has done all it can do, we want our system to analyse the situation and then help make adjustments to improve safety. As the aviation industry moves toward fully autonomous flight control systems, we’re ensuring that icing and safety are part of that process.’
A flight test conducted earlier this year is being used to validate the researchers’ models and algorithms. A prototype of the smart ice-management system will be flight-tested next year.