Data-enhanced dynamic flight simulations for flight performance analysis

Kim, Dajung; Seth, Arjit; Liem, Rhea Patricia

doi:10.1016/j.ast.2022.107357

Cited by 10 publications

(5 citation statements)

References 34 publications

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“…The flight simulator, X-Plane 11 utilizes the geometric shape of the aircraft in tandem with BET (blade element theory) in which the aircraft cuts to different elements and then finds the forces on each little element many times per second [9]. For instance, if the aircraft is cut into 100 pieces, then each of those pieces would be subjected to the forces rendered corresponding to the structure and the environment surrounding in every millisecond similar to how a film is many frames of pictures in a roll.…”

Section: Data Mechanics In Flight Simulatormentioning

confidence: 99%

Flight Simulation Assessment of a Novel FW-MR Hybrid Agriculture Drone

Mazlan,

Nasir,

Ma’arof

2024

E3S Web Conf.

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Agriculture is a sector in Malaysia where the usage of drones has been widespread throughout seeding, surveying, and crop spraying. It has been well known that the current usage of drones in pineapple farms specifically in Malaysia can be further improved upon. This novel design combines the long flight capabilities of fixed-wing aircraft with the efficiency of the common multirotor UAV hence it is a hybrid of both. The methodology of this research uses flight simulations to extract the data concerned with its flying quality such as coefficient of lift, drag, and moments. This research evaluates the longitudinal stability within the computationally simulated data extracted from a mission-profiled flight. The aim of this is the understanding of practical uses as well as the modification needed prior to manufacture.

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Section: Data Mechanics In Flight Simulatormentioning

confidence: 99%

Flight Simulation Assessment of a Novel FW-MR Hybrid Agriculture Drone

Mazlan,

Nasir,

Ma’arof

2024

E3S Web Conf.

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“…D) Constrained Model: This model involves setting design conditions and operational scenarios from operational data and designing with physics-based models. In the aviation field, Kim has proposed a model where machine learning models based on flight data set the simulation's flight phases and constraints (Kim et al, 2022). The hybrid models of physics-based models/simulations and data-driven models in the design process can be organized into four categories.…”

Section: Four Hybrid Modeling Approaches Combining Physics-based Mode...mentioning

confidence: 99%

Enhancing hull form design for robust efficiency: A data-enhanced simulation-based design approach

Ichinose,

Taniguchi

2024

IMDC

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This paper presents a design approach that integrates machine learning techniques with traditional physics based simulations/models to enhance the ship design process with robust efficiency. While generative machine learning methods, which can directly produce design outputs such as the 3D hull form, have the potential to transform the design strategy, ship design inherently involves a decision-making process that requires consensus among stakeholders based on a foundation in physics-based simulations/models. This paper proposes a practical design strategy that positions physics-based simulations/models at the core of the design process, augmented by data-driven models. The paper first classifies hybrid types of the two models and integrates them into a practical design process. Finally, it demonstrates the effectiveness of the proposed design approach by showcasing the impact of data circulation, which accumulates and reinforces data in day-to-day design operations, on improving design outcomes.

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“…In turn, computerization is the process of providing individuals and production teams with computer and communication equipment, as well as appropriate software [13]. The ultimate goal of such measures is to leverage information technology as a key factor in enhancing the effectiveness of the organization [14].…”

Section: Introductionmentioning

confidence: 99%

Development of an Investment Management Model for Air Carriers

Sadvakassova,

Nurmagambetova,

Kassenova

et al. 2023

IJC

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For Kazakh airlines, the issue of using information technologies (IT) is relevant and complex, since the increased competition and partially identical business practices by companies in the same industry force the accelerated implementation of such technologies in their activities. It is necessary to consider and systematize information technologies and systems used by leading air carriers in order to structure them and determine the formats of their use in airlines. The methodological framework of the study consists of the dialectical, system, and historical approaches, fundamental provisions of economic theory, the theory of information economy and innovative development, and studies conducted by scientists-economists devoted to the development of the information society and the problems of company functioning in the information economy. As a result, the investment project assessment for the implementation of information technologies was calculated, which clearly demonstrated the capabilities of such systems as a tool for improving competitiveness, and proved their fast payback period and positive impact on the company.

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Data-enhanced dynamic flight simulations for flight performance analysis

Cited by 10 publications

References 34 publications

Flight Simulation Assessment of a Novel FW-MR Hybrid Agriculture Drone

Flight Simulation Assessment of a Novel FW-MR Hybrid Agriculture Drone

Enhancing hull form design for robust efficiency: A data-enhanced simulation-based design approach

Development of an Investment Management Model for Air Carriers

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