An Ultrasonic Phased Array System for Detection of Plastic Contaminants in Cotton

Effective detection and mitigation of plastic contaminants in cotton is a critical challenge for the cotton industry. Despite industry efforts to remove them, contaminants such as plastic bale wrap fragments often enter the ginning stages and ultimately end up in the lint. This contamination results in degraded fiber quality and disrupted processing. Currently, most mitigation efforts rely on either manual inspection or machine-vision systems. One such system, VIPR™ (Visual Imaging Plastic Removal), detects and removes plastic contaminants using color cameras. While effective in some cases, visual approaches have limitations, especially when plastics are obstructed by surrounding cotton. To address these challenges, we propose an ultrasonic phased array detection system as a promising alternative. Ultrasonic waves offer two main advantages. First, the ability to penetrate through cotton to reveal concealed plastic contaminants, and second, the ability to detect plastics of any color. In the proposed system, phased arrays of 40 kHz frequency ultrasonic transmitters and receivers, coordinated by a field-programmable gate array (FPGA) controller, sequentially direct ultrasonic pulses along radial paths. Arrays of receivers are strategically positioned to measure both reflected and transmitted waves as ultrasound signals interact with cotton and contaminants. This configuration enables the generation of acoustic images that highlight the plastic contaminants within cotton, even when they are visually obscured. Preliminary experiments using different sizes and quantities of plastics were conducted on both seeded and seedless cotton samples. Our results revealed the system’s potential for differentiating individual contaminants from non-contaminants (cotton and seeds) across its field of view.

Publication Details

Journal
ThinkTech (Texas Tech University)
Published
2025-05-01
Primary Topic
History of Computing Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An Ultrasonic Phased Array System for Detection of Plastic Contaminants in Cotton

ThinkTech (Texas Tech University)
History of Computing Technologies
article

An Ultrasonic Phased Array System for Detection of Plastic Contaminants in Cotton

article en

Abstract

Effective detection and mitigation of plastic contaminants in cotton is a critical challenge for the cotton industry. Despite industry efforts to remove them, contaminants such as plastic bale wrap fragments often enter the ginning stages and ultimately end up in the lint. This contamination results in degraded fiber quality and disrupted processing. Currently, most mitigation efforts rely on either manual inspection or machine-vision systems. One such system, VIPR™ (Visual Imaging Plastic Removal), detects and removes plastic contaminants using color cameras. While effective in some cases, visual approaches have limitations, especially when plastics are obstructed by surrounding cotton. To address these challenges, we propose an ultrasonic phased array detection system as a promising alternative. Ultrasonic waves offer two main advantages. First, the ability to penetrate through cotton to reveal concealed plastic contaminants, and second, the ability to detect plastics of any color. In the proposed system, phased arrays of 40 kHz frequency ultrasonic transmitters and receivers, coordinated by a field-programmable gate array (FPGA) controller, sequentially direct ultrasonic pulses along radial paths. Arrays of receivers are strategically positioned to measure both reflected and transmitted waves as ultrasound signals interact with cotton and contaminants. This configuration enables the generation of acoustic images that highlight the plastic contaminants within cotton, even when they are visually obscured. Preliminary experiments using different sizes and quantities of plastics were conducted on both seeded and seedless cotton samples. Our results revealed the system’s potential for differentiating individual contaminants from non-contaminants (cotton and seeds) across its field of view.

ThinkTech (Texas Tech University)
Industry, innovation and infrastructure
Openalex Percentile: Top 43%
History of Computing Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

An Ultrasonic Phased Array System for Detection of Plastic Contaminants in Cotton · ThinkTech (Texas Tech University) (2025) | TGRS Research Map | TGRS