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An Uncertainty-Driven Risk Assessmen...

Pham, Dahlia Dang-Thy Vu.

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An Uncertainty-Driven Risk Assessment Framework for Development of Advanced Aircraft Technologies.

Record Type:	Electronic resources : Monograph/item
Title/Author:	An Uncertainty-Driven Risk Assessment Framework for Development of Advanced Aircraft Technologies./
Author:	Pham, Dahlia Dang-Thy Vu.
Published:	Ann Arbor : ProQuest Dissertations & Theses, : 2023,
Description:	206 p.
Notes:	Source: Masters Abstracts International, Volume: 85-06.
Contained By:	Masters Abstracts International85-06.
Subject:	Aerospace engineering. -
Online resource:	https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30640308
ISBN:	9798381107869

An Uncertainty-Driven Risk Assessment Framework for Development of Advanced Aircraft Technologies.
Pham, Dahlia Dang-Thy Vu.

An Uncertainty-Driven Risk Assessment Framework for Development of Advanced Aircraft Technologies. - Ann Arbor : ProQuest Dissertations & Theses, 2023 - 206 p.

Source: Masters Abstracts International, Volume: 85-06.

Thesis (M.S.)--University of California, Davis, 2023.

This item must not be sold to any third party vendors.

The task of assessing which technologies are most suitable for long-term aeronautics research investments is a matter of understanding the uncertainties and risk posed by technologies in terms of performance, maturity, and scalability into commercial production and operation. Within this study, a novel technology development risk assessment (TDRA) framework for advanced aircraft technologies is presented, where the concept of technology development risk is evaluated using the five-step Performance, Integration, Certification, Timeline, and Operation (PICTO) approach. The PICTO approach provides a TDRA framework for decision-makers that outlines uncertainty-driven qualitative and quantitative methods that can be used as early as the conceptual design phase to determine the risk levels, associated uncertainties, and commercial viability of advanced aircraft technologies within a portfolio. For performance and schedule risks, new systems-level analysis techniques are introduced within the PICTO approach that couple semi-empirical methods, aircraft sizing and performance estimation techniques, and Monte Carlo simulations within a modeling and simulation environment. Additionally, important risk factors absent from previous TDRA frameworks such as integration, certification, and operation are now formally included in this new approach to technology development risk. Finally, to demonstrate the capabilities of the new TDRA framework to early-stage risk assessment, a case study applying advanced aircraft technologies from the Advanced Air Transportation Technologies (AATT) project portfolio onto a short-haul, commuter regional turboprop studied under EPFD to obtain performance, timeline readiness, integration, certification, and operational risk assessment results.

ISBN: 9798381107869Subjects--Topical Terms:

1002622
Aerospace engineering.
Subjects--Index Terms:

Advanced aircraft technologies

An Uncertainty-Driven Risk Assessment Framework for Development of Advanced Aircraft Technologies.
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100 1 $a Pham, Dahlia Dang-Thy Vu. $3 3767031
245 1 3 $a An Uncertainty-Driven Risk Assessment Framework for Development of Advanced Aircraft Technologies.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2023
300 $a 206 p.
500 $a Source: Masters Abstracts International, Volume: 85-06.
500 $a Advisor: van Dam, C. P.
502 $a Thesis (M.S.)--University of California, Davis, 2023.
506 $a This item must not be sold to any third party vendors.
520 $a The task of assessing which technologies are most suitable for long-term aeronautics research investments is a matter of understanding the uncertainties and risk posed by technologies in terms of performance, maturity, and scalability into commercial production and operation. Within this study, a novel technology development risk assessment (TDRA) framework for advanced aircraft technologies is presented, where the concept of technology development risk is evaluated using the five-step Performance, Integration, Certification, Timeline, and Operation (PICTO) approach. The PICTO approach provides a TDRA framework for decision-makers that outlines uncertainty-driven qualitative and quantitative methods that can be used as early as the conceptual design phase to determine the risk levels, associated uncertainties, and commercial viability of advanced aircraft technologies within a portfolio. For performance and schedule risks, new systems-level analysis techniques are introduced within the PICTO approach that couple semi-empirical methods, aircraft sizing and performance estimation techniques, and Monte Carlo simulations within a modeling and simulation environment. Additionally, important risk factors absent from previous TDRA frameworks such as integration, certification, and operation are now formally included in this new approach to technology development risk. Finally, to demonstrate the capabilities of the new TDRA framework to early-stage risk assessment, a case study applying advanced aircraft technologies from the Advanced Air Transportation Technologies (AATT) project portfolio onto a short-haul, commuter regional turboprop studied under EPFD to obtain performance, timeline readiness, integration, certification, and operational risk assessment results.
590 $a School code: 0029.
650 4 $a Aerospace engineering. $3 1002622
650 4 $a Automotive engineering. $3 2181195
650 4 $a Mechanical engineering. $3 649730
653 $a Advanced aircraft technologies
653 $a Aircraft design
653 $a Applied aerodynamics
653 $a Risk reduction
653 $a Systems analysis
653 $a Technology development
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710 2 $a University of California, Davis. $b Mechanical and Aerospace Engineering. $3 3190211
773 0 $t Masters Abstracts International $g 85-06.
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791 $a M.S.
792 $a 2023
793 $a English
856 4 0 $u https://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=30640308