SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH

<p align="justify">Detecting unstabilized approach is crucial for flight safety. One of the methods used to detect unstabilized approach is the energy management method. The energy management method focuses on assessing the aircraft’s energy state within an ideal energy range duri...

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Main Author: Awlad Assyauqi, Rafli
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/76019
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:76019
spelling id-itb.:760192023-08-09T14:44:42ZSENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH Awlad Assyauqi, Rafli Indonesia Final Project Unstabilized Approach, Sensitivity Analysis, Management Energy, Monte Carlo, Contributing Factors, Standard Deviation. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/76019 <p align="justify">Detecting unstabilized approach is crucial for flight safety. One of the methods used to detect unstabilized approach is the energy management method. The energy management method focuses on assessing the aircraft’s energy state within an ideal energy range during the approach phase. The energy management model is influenced by the glide slope angle of the destination airport and the specific approach reference speed for each aircraft type, utilizing flight data from a single aircraft type landing at the same location. The energy management method takes into account nine contributing factors to the outcome. Stochastic sensitivity analysis is conducted by varying inputs using Monte Carlo simulations, where input variations are based on actual data from 2073 flights collected through the Flight Data Monitoring (FDM) program. Sensitivity analysis is performed by introducing variations to the inputs in the energy management model. Input variations are applied to each factor contributing to unstabilized approach while keeping other factors constant according to standard operational conditions represented by reference flights. Sensitivity levels are measured by ranking factors contributing to approach instability based on standard deviation and minimal-maximal range of energy outputs for each factor. More significant standard deviations and ranges in energy outputs indicate higher sensitivity levels. Based on sensitivity analysis results, the sequence of sensitivity levels for factors contributing to approach instability is as follows: altitude (h), pitch angle (?), groundspeed (v), angle of attack (?), engine thrust (N1), lift coefficient (CL), aircraft mass (m), air density (?), and coefficient of drag in zero-lift condition (CD0). text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description <p align="justify">Detecting unstabilized approach is crucial for flight safety. One of the methods used to detect unstabilized approach is the energy management method. The energy management method focuses on assessing the aircraft’s energy state within an ideal energy range during the approach phase. The energy management model is influenced by the glide slope angle of the destination airport and the specific approach reference speed for each aircraft type, utilizing flight data from a single aircraft type landing at the same location. The energy management method takes into account nine contributing factors to the outcome. Stochastic sensitivity analysis is conducted by varying inputs using Monte Carlo simulations, where input variations are based on actual data from 2073 flights collected through the Flight Data Monitoring (FDM) program. Sensitivity analysis is performed by introducing variations to the inputs in the energy management model. Input variations are applied to each factor contributing to unstabilized approach while keeping other factors constant according to standard operational conditions represented by reference flights. Sensitivity levels are measured by ranking factors contributing to approach instability based on standard deviation and minimal-maximal range of energy outputs for each factor. More significant standard deviations and ranges in energy outputs indicate higher sensitivity levels. Based on sensitivity analysis results, the sequence of sensitivity levels for factors contributing to approach instability is as follows: altitude (h), pitch angle (?), groundspeed (v), angle of attack (?), engine thrust (N1), lift coefficient (CL), aircraft mass (m), air density (?), and coefficient of drag in zero-lift condition (CD0).
format Final Project
author Awlad Assyauqi, Rafli
spellingShingle Awlad Assyauqi, Rafli
SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH
author_facet Awlad Assyauqi, Rafli
author_sort Awlad Assyauqi, Rafli
title SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH
title_short SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH
title_full SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH
title_fullStr SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH
title_full_unstemmed SENSITIVITY ANALYSIS OF CONTRIBUTING FACTOR FOR UNSTABILIZED APPROACH
title_sort sensitivity analysis of contributing factor for unstabilized approach
url https://digilib.itb.ac.id/gdl/view/76019
_version_ 1822007857179000832