Effect of Uncertainty on Wing Jig Shape Design for Robust Flight Performance

The ability to robustly set the wing jig shape and then achieve in-service aerodynamic performance is a key challenge area, particularly in the early design phase when an immature and uncertain design definition exists. This paper explores the effect of uncertainty and the inclusion of mitigation options in the design process along the timeline for aircraft wing design. Two approaches are used to solve the design problem. The first consists of two stages and sequentially applies wing jig shape setting and future aeroelastic tailoring, whereas the alternative approach considers both aspects simultaneously. A mathematical problem is formulated and demonstrated on a simple mass-spring system incorporating uncertainty in all relevant parameters and the effect that these have on performance and cost. This work investigates the impact of the design approaches on the solutions, and also provides the opportunity to establish an academic challenge regarding uncertainty control and management in early design over the timeline of key decision making for aircraft design.

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Publication Details

Published
2025-07-16
DOI
https://doi.org/10.2514/6.2025-3445
Primary Topic
Aerospace and Aviation Technology
Type
article
Field-Weighted Citation Impact
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article

Effect of Uncertainty on Wing Jig Shape Design for Robust Flight Performance

Guangda Yang, Jonathan Cooper, Francesca Pianosi
Aerospace and Aviation Technology
article

Effect of Uncertainty on Wing Jig Shape Design for Robust Flight Performance

Guangda Yang, Jonathan Cooper, Francesca Pianosi
article en

Abstract

The ability to robustly set the wing jig shape and then achieve in-service aerodynamic performance is a key challenge area, particularly in the early design phase when an immature and uncertain design definition exists. This paper explores the effect of uncertainty and the inclusion of mitigation options in the design process along the timeline for aircraft wing design. Two approaches are used to solve the design problem. The first consists of two stages and sequentially applies wing jig shape setting and future aeroelastic tailoring, whereas the alternative approach considers both aspects simultaneously. A mathematical problem is formulated and demonstrated on a simple mass-spring system incorporating uncertainty in all relevant parameters and the effect that these have on performance and cost. This work investigates the impact of the design approaches on the solutions, and also provides the opportunity to establish an academic challenge regarding uncertainty control and management in early design over the timeline of key decision making for aircraft design.

University of Bristol (GB)
Affordable and clean energy
Openalex Percentile: Top 76%
Aerospace and Aviation Technology
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Effect of Uncertainty on Wing Jig Shape Design for Robust Flight Performance — Guangda Yang, Jonathan Cooper, et al. · (2025) | TGRS Research Map | TGRS