Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications

Mechanical properties of parts produced with polymer deposition additive manufacturing (AM) depend on the print bead direction, particularly when short carbon-fiber reinforcement is added to the polymer feedstock. This offers a unique opportunity in the design of these structures since the AM print...

Full description

Bibliographic Details
Main Authors: Delin Jiang, Robert Hoglund, Douglas E. Smith
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Fibers
Subjects:
Online Access:https://www.mdpi.com/2079-6439/7/2/14
id doaj-c38d893ef9904ccf888ea7f4700aa4dc
record_format Article
spelling doaj-c38d893ef9904ccf888ea7f4700aa4dc2020-11-25T00:02:24ZengMDPI AGFibers2079-64392019-02-01721410.3390/fib7020014fib7020014Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing ApplicationsDelin Jiang0Robert Hoglund1Douglas E. Smith2Mechanical Engineering Department, Baylor University, Waco, TX 76798, USAAltair Engineering, Troy, MI 48083, USAMechanical Engineering Department, Baylor University, Waco, TX 76798, USAMechanical properties of parts produced with polymer deposition additive manufacturing (AM) depend on the print bead direction, particularly when short carbon-fiber reinforcement is added to the polymer feedstock. This offers a unique opportunity in the design of these structures since the AM print path can potentially be defined in a direction that takes advantage of the enhanced stiffness gained in the bead and, therefore, fiber direction. This paper presents a topology optimization approach for continuous fiber angle optimization (CFAO), which computes the best layout and orientation of fiber reinforcement for AM structures. Statically loaded structures are designed for minimum compliance where the adjoint variable method is used to compute design derivatives, and a sensitivity filter is employed to reduce the checkerboard effect. The nature of the layer-by-layer approach in AM is given special consideration in the algorithm presented. Examples are provided to demonstrate the applicability of the method in both two and three dimensions. The solution to our two dimensional problem is then printed with a fused filament fabrication (FFF) desktop printer using the material distribution results and a simple infill method which approximates the optimal fiber angle results using a contour-parallel deposition strategy. Mechanical stiffness testing of the printed parts shows improved results as compared to structures designed without accounting for the direction of the composite structure. Results show that the mechanical properties of the final FFF carbon fiber/polymer composite printed parts are greatly influenced by the print direction, and optimized material orientation tends to align with the imposed force direction to minimize the compliance.https://www.mdpi.com/2079-6439/7/2/14topology optimizationadditive manufacturingshort fiber polymer compositesfused filament fabrication
collection DOAJ
language English
format Article
sources DOAJ
author Delin Jiang
Robert Hoglund
Douglas E. Smith
spellingShingle Delin Jiang
Robert Hoglund
Douglas E. Smith
Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications
Fibers
topology optimization
additive manufacturing
short fiber polymer composites
fused filament fabrication
author_facet Delin Jiang
Robert Hoglund
Douglas E. Smith
author_sort Delin Jiang
title Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications
title_short Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications
title_full Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications
title_fullStr Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications
title_full_unstemmed Continuous Fiber Angle Topology Optimization for Polymer Composite Deposition Additive Manufacturing Applications
title_sort continuous fiber angle topology optimization for polymer composite deposition additive manufacturing applications
publisher MDPI AG
series Fibers
issn 2079-6439
publishDate 2019-02-01
description Mechanical properties of parts produced with polymer deposition additive manufacturing (AM) depend on the print bead direction, particularly when short carbon-fiber reinforcement is added to the polymer feedstock. This offers a unique opportunity in the design of these structures since the AM print path can potentially be defined in a direction that takes advantage of the enhanced stiffness gained in the bead and, therefore, fiber direction. This paper presents a topology optimization approach for continuous fiber angle optimization (CFAO), which computes the best layout and orientation of fiber reinforcement for AM structures. Statically loaded structures are designed for minimum compliance where the adjoint variable method is used to compute design derivatives, and a sensitivity filter is employed to reduce the checkerboard effect. The nature of the layer-by-layer approach in AM is given special consideration in the algorithm presented. Examples are provided to demonstrate the applicability of the method in both two and three dimensions. The solution to our two dimensional problem is then printed with a fused filament fabrication (FFF) desktop printer using the material distribution results and a simple infill method which approximates the optimal fiber angle results using a contour-parallel deposition strategy. Mechanical stiffness testing of the printed parts shows improved results as compared to structures designed without accounting for the direction of the composite structure. Results show that the mechanical properties of the final FFF carbon fiber/polymer composite printed parts are greatly influenced by the print direction, and optimized material orientation tends to align with the imposed force direction to minimize the compliance.
topic topology optimization
additive manufacturing
short fiber polymer composites
fused filament fabrication
url https://www.mdpi.com/2079-6439/7/2/14
work_keys_str_mv AT delinjiang continuousfiberangletopologyoptimizationforpolymercompositedepositionadditivemanufacturingapplications
AT roberthoglund continuousfiberangletopologyoptimizationforpolymercompositedepositionadditivemanufacturingapplications
AT douglasesmith continuousfiberangletopologyoptimizationforpolymercompositedepositionadditivemanufacturingapplications
_version_ 1725437888203587584