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Evaluation of Aircraft Performance Variation During Daily Flight Operations

Deiler, Christoph (2018) Evaluation of Aircraft Performance Variation During Daily Flight Operations. DLRK 2018, 04.-06.Sep. 2018, Friedrichshafen, Deutschland.

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Abstract

A novel energy-based methodology to predict the flight performance within an entire aircraft fleet based on flight data records is presented. It combines knowledge about the aircraft's flight mechanics with statistical methods and estimation techniques to solve the big data problem. Therefore, this method provides a new smart way to analyze the flight data of modern aircraft during daily flight operations (normal airline operation) to monitor the change of individual aircraft characteristics. The methodology is described in detail first, validated with simulated flight data afterwards and finally applied to flight data of more than 75000 flights with a Boeing B737 fleet. The corresponding very promising results show that this distinct knowledge-based methodology allows to reliably predict the aircraft flight performance variation and can easily overcome several shortcomings such as poor data resolution or limited quality.

Item URL in elib:https://elib.dlr.de/121521/
Document Type:Conference or Workshop Item (Speech)
Title:Evaluation of Aircraft Performance Variation During Daily Flight Operations
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Deiler, ChristophFT-FDSUNSPECIFIED
Date:2018
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Big Data, Flight Data, Flight Performance, Data Evaluation, Performance Variation, Aircraft Fleet
Event Title:DLRK 2018
Event Location:Friedrichshafen, Deutschland
Event Type:international Conference
Event Dates:04.-06.Sep. 2018
Organizer:DGLR
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:fixed-wing aircraft
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Flight Physics, L - Simulation and Validation, L - no assignment
Location: Braunschweig
Institutes and Institutions:Institute of Flight Systems > Flight Dynamics and Simulation
Deposited By: Deiler, Christoph
Deposited On:10 Sep 2018 10:20
Last Modified:31 Jul 2019 20:19

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