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Aerospace, Volume 10, Issue 1

January 2023 - 90 articles

Cover Story: An adaptive deep transfer learning scheme is proposed for aircraft engine health prognosis under time-varying real flight conditions, which is usually a challenge in terms of data unavailability, complexity, and drift. Adaptive learning encapsulates long short-term memory to tackle data drift issues resulting in a massive change in data characteristics. Meanwhile, deep transfer learning adopts a pre-trained network over a sufficient number of degradation trajectories generated from health deterioration analysis software. The outcome is an excellent combination for overcoming data unavailability and complexity. This combination is used on the new commercial modular aero-propulsion system simulation dataset released by NASA, which exactly meets these criteria. The designed model, evaluated on several measures and visual interpretations, strongly supports the design results. View this paper
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Articles (90)

  • Article
  • Open Access
7 Citations
3,842 Views
20 Pages

13 January 2023

In this paper, a finite element model updating (FEMU) method is proposed based on the response surface model (RSM) and genetic algorithm (GA) to establish a high-precision finite element (FE) model of space station scientific experiment racks. First,...

  • Article
  • Open Access
19 Citations
5,506 Views
15 Pages

13 January 2023

Data-driven Remaining Useful Life (RUL) prediction is one of the core technologies of Prognostics and Health Management (PHM). Committed to improving the accuracy of RUL prediction for aero-engines, this paper proposes a model that is entirely based...

  • Article
  • Open Access
10 Citations
5,258 Views
21 Pages

13 January 2023

A mega constellation of Nano/microsatellites is the contemporary solution for global-level Earth observation demands. However, as most of the images taken by Earth-observing satellites are covered by clouds, storing and downlinking these images resul...

  • Article
  • Open Access
1 Citations
2,371 Views
23 Pages

12 January 2023

In order to explore plasma-assisted turbulent mixing in aerospace engines, the dielectric barrier discharge plasma actuation for the turbulent mixing of fuel droplets and oxidant air in a ramjet combustor was studied using computational fluid dynamic...

  • Article
  • Open Access
6 Citations
3,395 Views
25 Pages

11 January 2023

The current study addresses the effect of different designs of the exhaust mixer and aft-deck on the performance of a two-dimensional convergent nozzle represented by the internal and external flows and heat transfer process. The effect of different...

  • Article
  • Open Access
13 Citations
5,519 Views
29 Pages

11 January 2023

The design of efficient thermal ice protection systems is a challenging task as these systems operate in complex environments involving several coupled physical phenomena such as phase change, boundary-layer flow, and heat transfer. Moreover, certifi...

  • Article
  • Open Access
10 Citations
3,683 Views
27 Pages

10 January 2023

The wing planform and flapping kinematics are critical for the hovering flight of flapping wing micro air vehicles (FWMAVs). The degree of influence of wing geometry and kinematic parameters on aerodynamic performance still lacks in-depth analysis. I...

  • Article
  • Open Access
4 Citations
3,467 Views
17 Pages

10 January 2023

This paper presents new techniques for the trajectory design and control of nonlinear dynamical systems. The technique uses a convex polytope to bound the range of the nonlinear function and associates with each vertex an auxiliary linear system. Pro...

  • Article
  • Open Access
12 Citations
5,286 Views
20 Pages

10 January 2023

The aeroderivative gas turbine is widely used as it demonstrates many advantages. Adding hydrogen to natural gas fuels can improve the performance of combustion. Following this, the effects of hydrogen enrichment on combustion characteristics were an...

  • Article
  • Open Access
11 Citations
2,992 Views
11 Pages

10 January 2023

Dissimilar materials brazing of Ti2AlNb alloy to GH99 superalloy is of great pragmatic importance in the aerospace field, especially the lightweight space aircraft components manufacturing. In this work, TiZrCuNi amorphous filler alloy was used as br...

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Aerospace - ISSN 2226-4310