| DOI | Trouver le DOI : https://doi.org/10.1115/IMECE2021-68541 |
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| Auteur | Rechercher : Stachiw, Terrin1; Rechercher : Ricciardi, Joseph1; Rechercher : Crain, Alexander1 |
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| Affiliation | - Conseil national de recherches du Canada. Aérospatiale
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| Format | Texte, Article |
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| Conférence | ASME 2021 International Mechanical Engineering Congress and Exposition, November 1-5, 2021, Virtual, Online |
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| Sujet | aircraft; pareto optimization; system identification; degrees of freedom; flight; frequency response; modeling; simulation |
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| Résumé | Aircraft system identification can either occur in the time-or frequency-domain with each approach having inherent advantages and disadvantages. For example, time-domain modelling generates superior time history matches and has a superior ability to achieve a trim solution. However, time-domain models do not provide a high degree of insight to the frequency responses of the system, which is important for control law development and for matching handling qualities for pilot-in-the-loop simulation — this is a strength of the frequency-domain approach. This paper utilises a Pareto optimization procedure to combine both the time- and frequency-domain approaches and exploit the strengths of both methods. Pareto fronts are generated for the system identification of a 6 degree-of-freedom forward flight model at 90 kts of the National Research Council of Canada’s Bell 412 helicopter. The generated Pareto fronts showed the necessity of balancing the time- and frequency-domain matches whereby moving from the compromise solution to either the isolated time- or frequency-domain solutions resulted in a small improvement in one while the other suffered relatively more. Accordingly, the multi-objective solution using Pareto optimization capitalized on the strengths of both approaches and avoided an overspecialized solution in either of the domains. |
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| Date de publication | 2022-01-25 |
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| Maison d’édition | American Society of Mechanical Engineers |
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| Dans | |
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| Langue | anglais |
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| Publications évaluées par des pairs | Oui |
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| Exporter la notice | Exporter en format RIS |
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| Signaler une correction | Signaler une correction (s'ouvre dans un nouvel onglet) |
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| Identificateur de l’enregistrement | b34cc80e-e92f-480c-96d3-7c928a0eb246 |
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| Enregistrement créé | 2023-01-05 |
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| Enregistrement modifié | 2023-01-05 |
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