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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
3 Citations
2,645 Views
19 Pages

16 January 2023

A model-free control method is applied to the attitude and orbital operation of the post-capture combined spacecraft, which consists of a space robot and debris. The main contribution of this paper lies in the following three aspects. Firstly, the di...

  • Article
  • Open Access
4 Citations
3,599 Views
19 Pages

16 January 2023

On-orbit object detection has received extensive attention in the field of artificial intelligence (AI) in space research. Deep-learning-based object-detection algorithms are often computationally intensive and rely on high-performance devices to run...

  • Article
  • Open Access
3 Citations
2,774 Views
14 Pages

Two-Stage Intelligent Layout Design of Curved Cabin Door

  • Tianhe Gao,
  • Ziyu Xu,
  • Zengcong Li,
  • Pei Liu and
  • Kuo Tian

16 January 2023

As one of the most complex and critical components of spacecraft, the structural design of the curved cabin door faces two challenges. On the one hand, it is difficult to obtain innovative configurations for the cabin door in the preliminary design s...

  • Article
  • Open Access
1 Citations
3,635 Views
14 Pages

Correlation between Density of Reentry Plasma and Frequency of Attenuated Electromagnetic Signals Based on Laboratory Measurements

  • Gi-Won Shin,
  • Jae-Hyeon Kim,
  • Sun-Hee Lee,
  • In-Young Bang,
  • Ji-Hwan Kim,
  • Yeon-Soo Park,
  • Hee-Tae Kwon,
  • Woo-Jae Kim and
  • Gi-Ching Kwon

15 January 2023

Upon reentering the Earth’s atmosphere from space, a reentry vehicle becomes enshrouded in an ionization layer. This layer is known as the reentry plasma sheath and is caused by aerodynamic heating. Owing to the oscillation of charged particles...

  • Article
  • Open Access
13 Citations
5,162 Views
16 Pages

15 January 2023

As defense technology develops, it is essential to study the pursuit–evasion (PE) game problem in hypersonic vehicles, especially in the situation where a head-on scenario is created. Under a head-on situation, the hypersonic vehicle’s sp...

  • Article
  • Open Access
3 Citations
3,213 Views
24 Pages

Experimental Assessment of Aero-Propulsive Effects on a Large Turboprop Aircraft with Rear-Engine Installation

  • Salvatore Corcione,
  • Vincenzo Cusati,
  • Danilo Ciliberti and
  • Fabrizio Nicolosi

15 January 2023

This paper deals with the estimation of propulsive effects for a three-lifting surface turboprop aircraft concept, with rear engine installation at the horizontal tail tips, conceived to carry up to 130 passengers. This work is focused on how the pro...

  • Article
  • Open Access
2 Citations
2,547 Views
22 Pages

Automatic Marine Debris Inspection

  • Yu-Hsien Liao and
  • Jih-Gau Juang

14 January 2023

Plastic trash can be found anywhere, around the marina, beaches, and coastal areas in recent times. This study proposes a trash dataset called HAIDA and a trash detector that uses a YOLOv4-based object detection algorithm to monitor coastal trash pol...

  • Article
  • Open Access
1 Citations
4,111 Views
18 Pages

14 January 2023

This article evaluates the redistribution of forces to the parachute harness during an opening shock load and also defines the ultimate limit load of the personal parachute harness by specifying the weakest construction element and its load capacity....

  • Article
  • Open Access
7 Citations
6,759 Views
21 Pages

Quadcopter Drone for Vision-Based Autonomous Target Following

  • Wen-Chieh Chen,
  • Chun-Liang Lin,
  • Yang-Yi Chen and
  • Hsin-Hsu Cheng

14 January 2023

Unmanned aerial vehicles (UAVs) are becoming popular in various applications. However, there are still challenging issues to be tackled, such as effective obstacle avoidance, target identification within a crowd, and specific target tracking. This pa...

  • Review
  • Open Access
31 Citations
11,390 Views
24 Pages

Air Traffic Management as a Vital Part of Urban Air Mobility—A Review of DLR’s Research Work from 1995 to 2022

  • Bianca I. Schuchardt,
  • Dagi Geister,
  • Thomas Lüken,
  • Franz Knabe,
  • Isabel C. Metz,
  • Niklas Peinecke and
  • Karolin Schweiger

14 January 2023

Urban air mobility is a rapidly growing field of research. While drones or unmanned aerial vehicles have been operated mainly in the private and military sector in the past, an increasing range of opportunities is opening up for commercial applicatio...

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Aerospace - ISSN 2226-4310