Effect of Conductive Thread and Stitching Parameters on the Sensing Performance of Stitch-Based Pressure Sensors for Smart Textile Applications

Smart textiles are intelligent fibrous structures that can sense and react to external stimuli. Textile-based sensors can measure physiological and biomechanical signals during daily activities and have a wide range of wearable applications. This paper presents a study on how conductive thread and s...

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Published inIEEE sensors journal Vol. 22; no. 7; pp. 6353 - 6363
Main Authors Choudhry, Nauman Ali, Shekhar, Ravi, Rasheed, Abher, Arnold, Lyndon, Wang, Lijing
Format Journal Article
LanguageEnglish
Published New York IEEE 01.04.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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Abstract Smart textiles are intelligent fibrous structures that can sense and react to external stimuli. Textile-based sensors can measure physiological and biomechanical signals during daily activities and have a wide range of wearable applications. This paper presents a study on how conductive thread and stitching parameters may influence the sensing performance of stitch-based pressure sensors. The sensors were developed on a lockstitch sewing machine using a multi-filament stainless-steel thread with a different number of plies and twists. Stitching parameters on the machine were also varied to determine their impact on the sensor properties. Electro-mechanical tests were subsequently performed on the developed sensors where a range of pressure was applied to select suitable piezoresistive sensors for their intended applications. Experimental results showed a strong relationship between the sensor fabrication parameters and the sensing properties. Sensors with the working range of 0-58 kPa, sensitivity (0.068 kPa −1 ), response time (75 ms) and recovery time (360 ms) were developed with selected sensor fabrication parameters. The selected sensor was subjected to cyclic loading for up to 5000 cycles to verify its repeatability. The sensor was then embedded into a garment to demonstrate its application potential as a smart wearable on the human subject. Pressure signals and muscle activities were analysed during jogging and cycling. This paper showcases a future direction on how stitch-based sensors can be used for different smart textile applications by varying their fabrication parameters.
AbstractList Smart textiles are intelligent fibrous structures that can sense and react to external stimuli. Textile-based sensors can measure physiological and biomechanical signals during daily activities and have a wide range of wearable applications. This paper presents a study on how conductive thread and stitching parameters may influence the sensing performance of stitch-based pressure sensors. The sensors were developed on a lockstitch sewing machine using a multi-filament stainless-steel thread with a different number of plies and twists. Stitching parameters on the machine were also varied to determine their impact on the sensor properties. Electro-mechanical tests were subsequently performed on the developed sensors where a range of pressure was applied to select suitable piezoresistive sensors for their intended applications. Experimental results showed a strong relationship between the sensor fabrication parameters and the sensing properties. Sensors with the working range of 0–58 kPa, sensitivity (0.068 kPa−1), response time (75 ms) and recovery time (360 ms) were developed with selected sensor fabrication parameters. The selected sensor was subjected to cyclic loading for up to 5000 cycles to verify its repeatability. The sensor was then embedded into a garment to demonstrate its application potential as a smart wearable on the human subject. Pressure signals and muscle activities were analysed during jogging and cycling. This paper showcases a future direction on how stitch-based sensors can be used for different smart textile applications by varying their fabrication parameters.
Smart textiles are intelligent fibrous structures that can sense and react to external stimuli. Textile-based sensors can measure physiological and biomechanical signals during daily activities and have a wide range of wearable applications. This paper presents a study on how conductive thread and stitching parameters may influence the sensing performance of stitch-based pressure sensors. The sensors were developed on a lockstitch sewing machine using a multi-filament stainless-steel thread with a different number of plies and twists. Stitching parameters on the machine were also varied to determine their impact on the sensor properties. Electro-mechanical tests were subsequently performed on the developed sensors where a range of pressure was applied to select suitable piezoresistive sensors for their intended applications. Experimental results showed a strong relationship between the sensor fabrication parameters and the sensing properties. Sensors with the working range of 0-58 kPa, sensitivity (0.068 kPa −1 ), response time (75 ms) and recovery time (360 ms) were developed with selected sensor fabrication parameters. The selected sensor was subjected to cyclic loading for up to 5000 cycles to verify its repeatability. The sensor was then embedded into a garment to demonstrate its application potential as a smart wearable on the human subject. Pressure signals and muscle activities were analysed during jogging and cycling. This paper showcases a future direction on how stitch-based sensors can be used for different smart textile applications by varying their fabrication parameters.
Author Shekhar, Ravi
Rasheed, Abher
Arnold, Lyndon
Choudhry, Nauman Ali
Wang, Lijing
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Cites_doi 10.1149/1945-7111/abdc65
10.1515/aut-2006-060201
10.1177/1938640009342894
10.3389/fcomp.2021.661676
10.1039/C8TC02716A
10.1007/s12221-018-8813-8
10.3390/s130811114
10.21608/ejchem.2018.4555.1399
10.1016/j.gaitpost.2011.10.362
10.1109/LSENS.2017.2708425
10.1002/admt.201700222
10.1123/ijspp.4.1.3
10.1109/SOSE52739.2021.9497487
10.1088/1361-665X/aadb63
10.3390/s19214686
10.1021/acssensors.0c02122
10.3390/s18041190
10.3390/mi12020110
10.4236/eng.2012.411102
10.1088/1361-6439/ab2f24
10.1145/3313831.3376305
10.1080/15583724.2021.1901737
10.1109/JSEN.2020.2994264
10.1088/1361-665X/ab5827
10.1007/s10570-020-03215-5
10.3390/s140304712
10.1002/adem.202100469
10.1109/JSEN.2019.2917617
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References ref13
ref12
ref15
ref14
ref11
ref10
ref2
ref1
ref17
ref16
ref19
ref18
ref24
ref23
ref26
ref25
ref20
ref22
ref21
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
Abbiss (ref28) 2009; 10
References_xml – ident: ref11
  doi: 10.1149/1945-7111/abdc65
– ident: ref22
  doi: 10.1515/aut-2006-060201
– ident: ref26
  doi: 10.1177/1938640009342894
– ident: ref27
  doi: 10.3389/fcomp.2021.661676
– ident: ref4
  doi: 10.1039/C8TC02716A
– ident: ref9
  doi: 10.1007/s12221-018-8813-8
– ident: ref13
  doi: 10.3390/s130811114
– ident: ref16
  doi: 10.21608/ejchem.2018.4555.1399
– ident: ref25
  doi: 10.1016/j.gaitpost.2011.10.362
– ident: ref1
  doi: 10.1109/LSENS.2017.2708425
– ident: ref5
  doi: 10.1002/admt.201700222
– ident: ref29
  doi: 10.1123/ijspp.4.1.3
– ident: ref24
  doi: 10.1109/SOSE52739.2021.9497487
– ident: ref19
  doi: 10.1088/1361-665X/aadb63
– ident: ref15
  doi: 10.3390/s19214686
– volume: 10
  start-page: 1
  issue: 1
  year: 2009
  ident: ref28
  article-title: Optimal cadence selection during cycling
  publication-title: Int. SportMed. J.
– ident: ref12
  doi: 10.1021/acssensors.0c02122
– ident: ref6
  doi: 10.3390/s18041190
– ident: ref18
  doi: 10.3390/mi12020110
– ident: ref23
  doi: 10.4236/eng.2012.411102
– ident: ref2
  doi: 10.1088/1361-6439/ab2f24
– ident: ref10
  doi: 10.1145/3313831.3376305
– ident: ref8
  doi: 10.1080/15583724.2021.1901737
– ident: ref21
  doi: 10.1109/JSEN.2020.2994264
– ident: ref7
  doi: 10.1088/1361-665X/ab5827
– ident: ref17
  doi: 10.1007/s10570-020-03215-5
– ident: ref14
  doi: 10.3390/s140304712
– ident: ref20
  doi: 10.1002/adem.202100469
– ident: ref3
  doi: 10.1109/JSEN.2019.2917617
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SubjectTerms Biomechanics
Conductive thread
Cyclic loads
electro-mechanical tests
embedded wearable
Fabrication
Layers
Mechanical tests
Muscles
Needles
Parameters
pressure sensor
Pressure sensors
Recovery time
Response time
sensing performance
Sensor phenomena and characterization
Sensors
Sewing
Smart materials
Smart sensors
smart textiles
Stainless steels
Stitching
Textiles
Wearable sensors
Wearable technology
Yarn
Title Effect of Conductive Thread and Stitching Parameters on the Sensing Performance of Stitch-Based Pressure Sensors for Smart Textile Applications
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