SAFETY REPORTING AEROTEC TEAM PORTAL CAREERS ACADEMIC PUBLICATIONS & WHITEPAPERS MACHINE LEARNING TECHNIQUES APPLIED TO FLIGHT TEST DATA EVALUATION ABSTRACT This paper proposes an application of machine-learning methods to the analysis of flight test data. A set of training data is used to develop relationships between measurands and generate predicted behavior. These relationships are forecast onto data from the same aircraft model to identify unpredicted measurand behavior. The application of this method may significantly reduce post-test identification time of problematic measurands. Statistical analysis methods are used to determine quality of identified relationships. The importance of a carefully selected training data set and development of robust relationships with low collinearity is emphasized. The developed application demonstrates faster instrumentation failures diagnosis than traditional methods. Areas of continued research include real-time flight safety forecasting, and reduction of required instrumentation. DOWNLOAD PAPER LOW AND HIGH-SPEED CRYOGENIC TESTING OF A WIND TUNNEL MODEL WITH REMOTE CONTROL ACTUATION ABSTRACT This paper discusses the technological advancements made via collaborative cross-company efforts by, an international team to increase the TRL level of remote actuation of wind tunnel model control surfaces in a cryogenic environment through creative use of shape memory alloy-based systems. DOWNLOAD PAPER AEROTEC CASE STUDY FOR TEST & CERTIFICATION OPPORTUNITIES OF ELECTRIC AND UNMANNED AIRCRAFT SYSTEMS ABSTRACT This document provides an overview of the burgeoning electric, hybrid and unmanned aircraft markets and the associated testing and certification efforts that can make entry to market for these vehicles a reality. Many leading companies, marketing firms and their analyses, along with the multiple of national efforts in the electric and UAS aircraft industries are highlighted with thoughts on potential opportunities for involvement. DOWNLOAD PAPER ABOUT AEROTEC At AeroTEC, testing, engineering, and certification are quite literally in our name. We don’t take that lightly. From our humble beginnings in 2003, we’ve aimed to design a one-stop turnkey flight testing, engineering, data analysis, and certification business designed to bring your product to market quickly, efficiently, and on budget. QUICK LINKS Testing Engineering Certification Products Careers News Privacy Policy Ethics Reporting CONTACT US SEATTLE | MOSES LAKE 206.763.6087 6100 4TH AVENUE S., SUITE 300 SEATTLE, WA 98108 Copyright All Rights Reserved © 2020 Testing Engineering Certification Products Company News & Events Contact