Aviary: An Open-Source Multidisciplinary Design, Analysis, and Optimization Tool for Modeling Aircraft with Analytic GradientsIn recent years demands on aircraft design methods have begun to require higher degrees of coupling between disciplines and optimization in order to satisfy competing objectives involving large numbers of design parameters that define unconventional configurations. These expanding requirements have amplified a need for new and improved aircraft design, analysis, and optimization codes that are capable of performing coupled design and exploiting analytic gradients to perform gradient-based optimization where possible. To address this need, a new multidisciplinary design optimization and analysis tool called Aviary is presented. This tool, built on OpenMDAO, allows for tightly coupled, simultaneous aircraft and subsystem design using analytic gradients. Aviary includes methods from two NASA developed legacy aircraft analysis tools and provides native analytically differentiated calculations for five different disciplines (weights and sizing, aerodynamics, geometry, propulsion, and mission analysis), while also allowing external discipline analysis tools to be coupled, regardless of whether those tools can provide analytic gradients. Verification and preliminary examples and modeling efforts show Aviary’s ability to effectively model novel concepts and explore large and non-intuitive design spaces. Additionally, a multi-level user interface in Aviary creates an easy entry point for users with any level of multidisciplinary design, analysis, and optimization experience.
Document ID
20240007608
Acquisition Source
Glenn Research Center
Document Type
Conference Paper
Authors
Jennifer Gratz (Glenn Research Center Cleveland, United States)
John Jasa (Banner Quality Management Friendswood, Texas, United States)
Eliot Aretskin-Hariton (Glenn Research Center Cleveland, United States)
Kenneth Moore (Banner Quality Management Friendswood, Texas, United States)
Kiran Marfatia (Hackley School Cleveland, OH)
Jason Kirk (Langley Research Center Hampton, United States)
Carl Recine (Ames Research Center Mountain View, United States)
Date Acquired
June 13, 2024
Subject Category
Aeronautics (General)
Meeting Information
Meeting: AIAA Aviation Forum
Location: Las Vegas, NV
Country: US
Start Date: July 29, 2024
End Date: August 2, 2024
Sponsors: American Institute of Aeronautics and Astronautics