Precision machine design assistant: A constraint-based tool for the design and evaluation of precision machine tool concepts

Author:

HOMANN BRADLEY S.,THORNTON ANNA C.

Abstract

Precision machines are necessary to manufacture parts and subassemblies that require tight tolerances. During the design of precision machines, like any design, it is critical that the best concept is chosen in the early stages of the design process because 80% of the final cost and quality of a product are designed in at this phase. In addition, changes and optimization late in the design process have limited impact on cost and quality. Typically, during the design of precision machines, engineers and skilled machinists develop several machine concepts and down select based on heuristics and past design experience rather than quantitative measures. This paper describes a computation tool, Precision Machine Design Assistant (PMDA), which automates basic machine error simulation and concept evaluation. The tool uses a combination of machine error motion modelling and constraint-based design methods. By combining these methods in a computational environment, multiple machine concepts may be rapidly modeled, analyzed, and compared. The goal of the program is to assist the designer in the selection of a superior concept for detail design. The PMDA methods and implementation are demonstrated in an example.

Publisher

Cambridge University Press (CUP)

Subject

Artificial Intelligence,Industrial and Manufacturing Engineering

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1. An explicit methodology for manufacturing cost–tolerance modeling and optimization using the neural network integrated with the genetic algorithm;Artificial Intelligence for Engineering Design, Analysis and Manufacturing;2020-04-29

2. Layout evaluation at earlier stages of machine tool design:form-shaping function-based approach;The International Journal of Advanced Manufacturing Technology;2016-11-05

3. Dynamic design and thermal analysis of an ultra-precision flycutting machine tool;Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture;2016-04-26

4. An integrated system for ultra-precision machine tool design in conceptual and fundamental design stage;The International Journal of Advanced Manufacturing Technology;2015-09-12

5. Usage scenarios for design space exploration with a dynamic multiobjective optimization formulation;Research in Engineering Design;2013-07-24

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