Automatic Data Extraction to Support Management Application

When designing a custom-made product it is important to provide the customer with a budget that resembles the final price. In this work it will be developed a simple application in Python to perform automatic data extraction from computer aided design (CAD) files to estimate multiple linear regressi...

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Bibliographic Details
Main Authors: Melo, Rui, Vaz, Clara B., Pereira, Ana I.
Format: Conference Proceeding
Language:English
Subjects:
CAD
Computational modeling
Costs
Design automation
Graphical user interface
Industries
Linear regression
Multiple linear regression
Prototypes
Python
Solid modeling
Tridimensional mesh
Online Access:Request full text
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Description
Summary:When designing a custom-made product it is important to provide the customer with a budget that resembles the final price. In this work it will be developed a simple application in Python to perform automatic data extraction from computer aided design (CAD) files to estimate multiple linear regression models with the intent of obtaining a more accurate cost estimate. The application will provide an estimate of the amount of raw material needed and time taken to produce a simple inflatable and related products.
ISSN:2166-0727
DOI:10.23919/CISTI58278.2023.10211282