METHOD FOR OPTIMIZING FACTORS AFFECTING THE ACCURACY OF DIMENSIONS AND PRECISION OF COMPONENTS PRODUCED

Abstract

ABSTRACT A method (100) for optimizing factors affecting the accuracy of dimensions and precision of components produced. establishing a set of input parameters including layer height, print speed, infill density, wall count, and extrusion temperature Further, the method (100) comprising the steps of creating a plurality of test samples by varying the input parameters to produce components with different dimensional characteristics. Further, the method (100) comprising the steps of conducting linear measurements on the printed components to assess their accuracy against predefined design specifications. Further, the method (100) comprising the steps of evaluating the relationship between the input parameters and the measured dimensional accuracy using statistical analysis. Further, the method (100) comprising the steps of adjusting the input parameters based on the analysis to enhance the dimensional accur

Specification

Description:FIELD OF THE DISCLOSURE
[0001] This invention generally relates to the field of additive manufacturing, specifically focusing on a method for optimizing the dimensional accuracy and precision of components produced using Fused Deposition Modeling (FDM) 3D printing, utilizing statistical analysis to enhance the performance of environmentally sustainable materials in the printing process.
BACKGROUND
[0002] The subject matter discussed in the background section should not be assumed to be prior art merely as a result of its mention in the background section. Similarly, a problem mentioned in the background section or associated with the subject matter of the background section should not be assumed to have been previously recognized in the prior art. The subject matter in the background section merely represents different approaches, which in and of themselves may also correspond to implementations of the claimed technology.
[0003] The increasing demand for additive manufacturing technologies, particularly Fu , Claims:1. A method (100) for optimizing factors affecting the accuracy of dimensions and precision of components produced using Fused Deposition Modeling (FDM) 3D printing, the method comprising the steps of:
establishing a set of input parameters including layer height, print speed, infill density, wall count, and extrusion temperature;
creating a plurality of test samples by varying the input parameters to produce components with different dimensional characteristics;
conducting linear measurements on the printed components to assess their accuracy against predefined design specifications;
evaluating the relationship between the input parameters and the measured dimensional accuracy using statistical analysis; and
adjusting the input parameters based on the analysis to enhance the dimensional accuracy of future FDM printed components.

2. The method (100) as claimed in claim 1, wherein the input parameters further include the selection of material type, cooling fan settings, and retraction distance to enhance th

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