Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation

This work deals with the safety analysis of an air data system (ADS) partially based on synthetic sensors. The ADS is designed for the small aircraft transportation (SAT) community and is suitable for future unmanned aerial vehicles and urban air mobility applications. The ADS’s main innovation is b...

Full description

Bibliographic Details
Main Authors: Angelo Lerro, Manuela Battipede
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/7/3127
id doaj-192f31ec43be47a5bd8227df3164d769
record_format Article
spelling doaj-192f31ec43be47a5bd8227df3164d7692021-04-01T23:03:46ZengMDPI AGApplied Sciences2076-34172021-04-01113127312710.3390/app11073127Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle EstimationAngelo Lerro0Manuela Battipede1Department of Mechanical and Aerospace Engineering DIMEAS, Politecnico di Torino, C.so Duca degli Abruzzi 24, 10129 Torino, ItalyDepartment of Mechanical and Aerospace Engineering DIMEAS, Politecnico di Torino, C.so Duca degli Abruzzi 24, 10129 Torino, ItalyThis work deals with the safety analysis of an air data system (ADS) partially based on synthetic sensors. The ADS is designed for the small aircraft transportation (SAT) community and is suitable for future unmanned aerial vehicles and urban air mobility applications. The ADS’s main innovation is based on estimation of the flow angles (angle-of-attack and angle-of-sideslip) using synthetic sensors instead of classical vanes (or sensors), whereas pressure and temperature are directly measured with Pitot and temperature probes. As the air data system is a safety-critical system, safety analyses are performed and the results are compared with the safety objectives required by the aircraft integrator. The present paper introduces the common aeronautical procedures for system safety assessment applied to a safety critical system partially based on synthetic sensors. The mean time between failures of ADS’s sub-parts are estimated on a statistical basis in order to evaluate the failure rate of the ADS’s functions. The proposed safety analysis is also useful in identifying the most critical air data system parts and sub-parts. Possible technological gaps to be filled to achieve the airworthiness safety objectives with nonredundant architectures are also identified.https://www.mdpi.com/2076-3417/11/7/3127angle-of-attackflow angleair data systemsynthetic sensoranalytical redundancyavionics
collection DOAJ
language English
format Article
sources DOAJ
author Angelo Lerro
Manuela Battipede
spellingShingle Angelo Lerro
Manuela Battipede
Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation
Applied Sciences
angle-of-attack
flow angle
air data system
synthetic sensor
analytical redundancy
avionics
author_facet Angelo Lerro
Manuela Battipede
author_sort Angelo Lerro
title Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation
title_short Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation
title_full Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation
title_fullStr Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation
title_full_unstemmed Safety Analysis of a Certifiable Air Data System Based on Synthetic Sensors for Flow Angle Estimation
title_sort safety analysis of a certifiable air data system based on synthetic sensors for flow angle estimation
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2021-04-01
description This work deals with the safety analysis of an air data system (ADS) partially based on synthetic sensors. The ADS is designed for the small aircraft transportation (SAT) community and is suitable for future unmanned aerial vehicles and urban air mobility applications. The ADS’s main innovation is based on estimation of the flow angles (angle-of-attack and angle-of-sideslip) using synthetic sensors instead of classical vanes (or sensors), whereas pressure and temperature are directly measured with Pitot and temperature probes. As the air data system is a safety-critical system, safety analyses are performed and the results are compared with the safety objectives required by the aircraft integrator. The present paper introduces the common aeronautical procedures for system safety assessment applied to a safety critical system partially based on synthetic sensors. The mean time between failures of ADS’s sub-parts are estimated on a statistical basis in order to evaluate the failure rate of the ADS’s functions. The proposed safety analysis is also useful in identifying the most critical air data system parts and sub-parts. Possible technological gaps to be filled to achieve the airworthiness safety objectives with nonredundant architectures are also identified.
topic angle-of-attack
flow angle
air data system
synthetic sensor
analytical redundancy
avionics
url https://www.mdpi.com/2076-3417/11/7/3127
work_keys_str_mv AT angelolerro safetyanalysisofacertifiableairdatasystembasedonsyntheticsensorsforflowangleestimation
AT manuelabattipede safetyanalysisofacertifiableairdatasystembasedonsyntheticsensorsforflowangleestimation
_version_ 1724175632826368000