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GLToolBox

Software for Global/Local Design


Introduction
The Global/Local Toolbox (GLToolBox) was created in order to facilitate the implementation of the global/local optimization methodology. The basic idea behind the global/local methodology is the decomposition of an overall design problem into two levels: a global design level and a local design level. At the global design level, an FEM model of the complete structure is used to compute the overall response of the structure and to assure that certain stresses and displacements do not exceed their allowed values. At the local design level, detailed component models are developed that allow local stresses to be accurately computed and allow details that are neglected by the global model to be designed. The global and local design levels interact with each other through a local design database and a set of interface variables.

Before the design of the overall structure begins, the detailed local models are constructed and used to generate a series of optimized local designs corresponding to a range of interface variables that typically correspond to load and geometry variables. The range of the load and geometry variables for which the database is constructed corresponds to typical values for a realistic structure. The results of these local optimization runs are stored in the local design database.

Once the local database is constructed, response surface methodologies are used to construct simple functional approximations to key quantities in the database. These surrogate functions, which can be evaluated very cheaply, provide important local information to the global optimizer without having to perform computationally expensive local analysis or local design optimization. Moreover, once constructed, a given local design database may be used repeatedly to perform additional vehicle design studies and could potentially be used to design similar, but different structures. The database can be extended and modified as needed if design requirements change.

The tools found in Global/Local Toolbox assist the user by automating and organizing many of the individual steps taken during the global/local process. The integration of several tools into a single software environment makes the specification and execution of a global/local design problem more practical. This software implements the global/local methodology for the specific case of a global finite element optimization and an arbitrary user defined local analysis.

GLToolBox contains three main components, or "Tools". These are the Local Database Tool (LDT), the Interface Definition Tool (IDT), and the Finite Element Output Tool (FEOT). The LDT manages the database of local designs and generates response surfaces. The IDT visualizes the global model and provides a way to define interface sections and define interface equations. The FEOT assembles information from the LDT and IDT into a finite element input file.


Local Database Tool
The Local Database Tool (LDT) is a spreadsheet with specialized functionality. The LDT gives the user a place to store a series of local model inputs (design points), run a local analysis/optimization for a selected number of these design points, and store the local model outputs (local responses). In addition to common database functionality, the LDT provides the user with a set of tools for creating response surface approximations from the data.


Interface Definition Tool
The Interface Definition Tool (IDT) is a graphical user interface (GUI) used to define the relationship (or interface) between the global finite element model and the local model. The IDT allows the user to visualize the global finite element model in the left hand pane, and to transfer "zoomed-in" portions of the global model into the right hand pane. The user is then able to define, using graphical methods, the relationship between the local model inputs and the global finite element quantities.


Finite Element Output Tool
The Finite Element Output Tool (FEOT) is used to write the information created using the previous tools into a NASTRAN compatible format. The tool allows the user to visualize the global finite element model and interface sections, and to assign response surfaces. Once interface sections are chosen and associated with response surfaces, the FEOT writes the NASTRAN compatible finite element input file with all information needed for a global/local optimization run.

 


 

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