Webproject Aviation
AUTOMATED SYSTEMS
AND MATH MODELING
Growth and efficiency with our suite of advanced technologies, including professional networking, marketplaces, informational systems, and AI-based analytics, forecasts, and optimization models
SPARE PARTS trading ERP AND MARKETPLACE
Solution outline
Streamlined inventory management, seamless company integration, speedy quotes and orders, powerful analytics
- Inventory – part numbers, alternative part numbers, manufacturers, aircraft types, certificates
- Companies – vendors and customers, company details, contact persons, integration with CRM
- Quotes – customer request, vendor offers, commercial proposals
- Orders – purchases and sales, connection with logistics, warehouse, accounting
- Analysis – dashboards and management reporting system, set of analytical tools for company operations overview
AIRCRAFT DETAILS FAULT PREDICTION
CHALLENGE
Reduction of losses due to aircraft downtime caused by unexpected equipment malfunctions.
SOLUTION
Software for prediction of aircraft details malfunctions within particular period with built-in deep learning model. The model includes an ensemble of LSTM with meta-features pretrained on other cases of faults prediction.
- DFD, Events, AMOS, refilling and other data has been used;
- Noisy data and incomplete information.
RESULT
Reduction of losses due to downtimes of aircraft caused by malfunctions of specific equipment up to 25%.