Open Source 3-D Filament Diameter Sensor for Recycling, Winding and Additive Manufacturing Machines

12/01/2020
by   Aliaksei L. Petsiuk, et al.
0

To overcome the challenge of upcycling plastic waste into 3-D printing filament in the distributed recycling and additive manufacturing systems, this study designs, builds, tests and validates an open source 3-D filament diameter sensor for recycling and winding machines. The modular system for multi-axis optical control of the diameter of the recycled 3-D-printer filament makes it possible to analyze the surface structure of the processed filament, save the history of measurements along the entire length of the spool, as well as mark defective areas. The sensor is developed as an independent module and integrated into a recyclebot. The diameter sensor was tested on different kinds of polymers (ABS, PLA) different sources of plastic (recycled 3-D prints and virgin plastic waste) and different colors including clear plastic. The results of the diameter measurements using the camera were compared with the manual measurements, and the measurements obtained with a one-dimensional digital light caliper. The results found that the developed open source filament sensing method allows users to obtain significantly more information in comparison with basic one-dimensional light sensors and using the received data not only for more accurate diameter measurements, but also for a detailed analysis of the recycled filament surface. The developed method ensures greater availability of plastics recycling technologies for the manufacturing community and stimulates the growth of composite materials creation. The presented system can greatly enhance the user possibilities and serve as a starting point for a complete recycling control system that will regulate motor parameters to achieve the desired filament diameter with acceptable deviations and even control the extrusion rate on a printer to recover from filament irregularities.

READ FULL TEXT

page 1

page 5

page 8

page 9

page 11

page 12

page 13

page 15

research
05/07/2018

3D printing of a leaf spring: A demonstration of closed-loop control in additive manufacturing

This paper presents the integration of a feedback control loop during th...
research
01/22/2022

SL Sensor: An Open-Source, ROS-Based, Real-Time Structured Light Sensor for High Accuracy Construction Robotic Applications

High accuracy 3D surface information is required for many construction r...
research
07/06/2023

Steel Surface Roughness Parameter Calculations Using Lasers and Machine Learning Models

Control of surface texture in strip steel is essential to meet customer ...
research
05/28/2020

Low-Cost Fiducial-based 6-Axis Force-Torque Sensor

Commercial six-axis force-torque sensors suffer from being some combinat...
research
09/15/2023

An inspection technology of inner surface of the fine hole based on machine vision

Fine holes are an important structural component of industrial component...
research
10/22/2021

IVS3D: An Open Source Framework for Intelligent Video Sampling and Preprocessing to Facilitate 3D Reconstruction

The creation of detailed 3D models is relevant for a wide range of appli...

Please sign up or login with your details

Forgot password? Click here to reset