Sensing Performance and Optimizing Encapsulation Materials of a Coordinated Epoxy-Encapsulated Sensor for Strain Monitoring of Asphalt Pavement Layered Structures
The accurate mechanical response of asphalt pavement interlayer structure under complex environments still lacks reliable and durable real-time monitoring methods up to now. In this study, metal-foil strain gage, a mature and traditional stickup sensing element, was innovatively used as an embedded...
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Veröffentlicht in: | IEEE sensors journal 2022-05, Vol.22 (10), p.9811-9823 |
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description | The accurate mechanical response of asphalt pavement interlayer structure under complex environments still lacks reliable and durable real-time monitoring methods up to now. In this study, metal-foil strain gage, a mature and traditional stickup sensing element, was innovatively used as an embedded strain sensor to monitor asphalt mixture deformation by proposing the method of polymer encapsulated strain gage. The performance of encapsulating polymer was optimized and the effectiveness of sensor was studied. The DMP-30 was adopted to modify epoxy / anhydride blends for strain gauge encapsulation, and dynamic mechanical analysis (DMA), thermogravimetric analysis (TGA) and Fourier transform infrared (FT-IR) spectroscopy were carried out. The results indicated that the encapsulating polymer with 1phr DMP-30 shows good modulus accommodation with asphalt pavement, and provides better thermal properties to adapt to the harsh environment of pavement monitoring. Benefiting from the encapsulated method and optimized encapsulating polymer, the sensor shows the same excellent sensing performance as the bare strain gage as well as good linearity and fatigue performance (more than 100,000 cycles at 200u \varepsilon ). Laboratory bending test of asphalt concrete with embedded sensor verified the high sensitivity coefficient and good survivability, which is accurate for micro strain monitoring. Meanwhile, numerical simulation confirmed the good compatibility and deformation coordination between the developed sensor and asphalt concrete. Therefore, the results of this study provide a new idea for accurate, long-term, and stable acquisition of dynamic response of pavement. |
doi_str_mv | 10.1109/JSEN.2022.3164879 |
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In this study, metal-foil strain gage, a mature and traditional stickup sensing element, was innovatively used as an embedded strain sensor to monitor asphalt mixture deformation by proposing the method of polymer encapsulated strain gage. The performance of encapsulating polymer was optimized and the effectiveness of sensor was studied. The DMP-30 was adopted to modify epoxy<inline-formula> <tex-math notation="LaTeX">/ </tex-math></inline-formula>anhydride blends for strain gauge encapsulation, and dynamic mechanical analysis (DMA), thermogravimetric analysis (TGA) and Fourier transform infrared (FT-IR) spectroscopy were carried out. The results indicated that the encapsulating polymer with 1phr DMP-30 shows good modulus accommodation with asphalt pavement, and provides better thermal properties to adapt to the harsh environment of pavement monitoring. Benefiting from the encapsulated method and optimized encapsulating polymer, the sensor shows the same excellent sensing performance as the bare strain gage as well as good linearity and fatigue performance (more than 100,000 cycles at 200u<inline-formula> <tex-math notation="LaTeX">\varepsilon </tex-math></inline-formula>). Laboratory bending test of asphalt concrete with embedded sensor verified the high sensitivity coefficient and good survivability, which is accurate for micro strain monitoring. Meanwhile, numerical simulation confirmed the good compatibility and deformation coordination between the developed sensor and asphalt concrete. Therefore, the results of this study provide a new idea for accurate, long-term, and stable acquisition of dynamic response of pavement.]]></description><identifier>ISSN: 1530-437X</identifier><identifier>EISSN: 1558-1748</identifier><identifier>DOI: 10.1109/JSEN.2022.3164879</identifier><identifier>CODEN: ISJEAZ</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Asphalt ; Asphalt mixes ; Asphalt pavement monitoring ; Asphalt pavements ; Capacitive sensors ; Deformation ; Dynamic mechanical analysis ; Dynamic response ; Embedded sensors ; encapsulating epoxy ; Encapsulation ; Fourier transforms ; Infrared analysis ; Infrared spectroscopy ; Interlayers ; laboratory monitoring test ; Mathematical analysis ; Metal foils ; Monitoring ; Polymer blends ; Polymers ; self-developed strain sensor ; sensing performance ; Sensors ; Strain ; Strain gauges ; Strain measurement ; Survivability ; Temperature sensors ; Thermodynamic properties ; Thermogravimetric analysis</subject><ispartof>IEEE sensors journal, 2022-05, Vol.22 (10), p.9811-9823</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c223t-f0a765912158101cce00ef20a515369d77724fbe17e1c048a17c95b8c2252e343</citedby><cites>FETCH-LOGICAL-c223t-f0a765912158101cce00ef20a515369d77724fbe17e1c048a17c95b8c2252e343</cites><orcidid>0000-0002-4872-3529 ; 0000-0002-5217-8404 ; 0000-0003-0691-4738</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9749247$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>315,781,785,797,27926,27927,54760</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9749247$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Su, Linping</creatorcontrib><creatorcontrib>Luan, Xuehao</creatorcontrib><creatorcontrib>Qiu, Zhengmei</creatorcontrib><creatorcontrib>Liang, Ming</creatorcontrib><creatorcontrib>Rong, Yu</creatorcontrib><creatorcontrib>Xin, Xue</creatorcontrib><creatorcontrib>Yao, Zhanyong</creatorcontrib><creatorcontrib>Ma, Chuanyi</creatorcontrib><title>Sensing Performance and Optimizing Encapsulation Materials of a Coordinated Epoxy-Encapsulated Sensor for Strain Monitoring of Asphalt Pavement Layered Structures</title><title>IEEE sensors journal</title><addtitle>JSEN</addtitle><description><![CDATA[The accurate mechanical response of asphalt pavement interlayer structure under complex environments still lacks reliable and durable real-time monitoring methods up to now. In this study, metal-foil strain gage, a mature and traditional stickup sensing element, was innovatively used as an embedded strain sensor to monitor asphalt mixture deformation by proposing the method of polymer encapsulated strain gage. The performance of encapsulating polymer was optimized and the effectiveness of sensor was studied. The DMP-30 was adopted to modify epoxy<inline-formula> <tex-math notation="LaTeX">/ </tex-math></inline-formula>anhydride blends for strain gauge encapsulation, and dynamic mechanical analysis (DMA), thermogravimetric analysis (TGA) and Fourier transform infrared (FT-IR) spectroscopy were carried out. The results indicated that the encapsulating polymer with 1phr DMP-30 shows good modulus accommodation with asphalt pavement, and provides better thermal properties to adapt to the harsh environment of pavement monitoring. Benefiting from the encapsulated method and optimized encapsulating polymer, the sensor shows the same excellent sensing performance as the bare strain gage as well as good linearity and fatigue performance (more than 100,000 cycles at 200u<inline-formula> <tex-math notation="LaTeX">\varepsilon </tex-math></inline-formula>). Laboratory bending test of asphalt concrete with embedded sensor verified the high sensitivity coefficient and good survivability, which is accurate for micro strain monitoring. Meanwhile, numerical simulation confirmed the good compatibility and deformation coordination between the developed sensor and asphalt concrete. Therefore, the results of this study provide a new idea for accurate, long-term, and stable acquisition of dynamic response of pavement.]]></description><subject>Asphalt</subject><subject>Asphalt mixes</subject><subject>Asphalt pavement monitoring</subject><subject>Asphalt pavements</subject><subject>Capacitive sensors</subject><subject>Deformation</subject><subject>Dynamic mechanical analysis</subject><subject>Dynamic response</subject><subject>Embedded sensors</subject><subject>encapsulating epoxy</subject><subject>Encapsulation</subject><subject>Fourier transforms</subject><subject>Infrared analysis</subject><subject>Infrared spectroscopy</subject><subject>Interlayers</subject><subject>laboratory monitoring test</subject><subject>Mathematical analysis</subject><subject>Metal foils</subject><subject>Monitoring</subject><subject>Polymer blends</subject><subject>Polymers</subject><subject>self-developed strain sensor</subject><subject>sensing performance</subject><subject>Sensors</subject><subject>Strain</subject><subject>Strain gauges</subject><subject>Strain measurement</subject><subject>Survivability</subject><subject>Temperature sensors</subject><subject>Thermodynamic properties</subject><subject>Thermogravimetric analysis</subject><issn>1530-437X</issn><issn>1558-1748</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpFkctKAzEUhgdR8PoA4ibgemquk5mllHqj2kIV3A0xc0YjbTImGbE-jk9qhhZdJZz833cIf5adEjwiBFcXd4vJw4hiSkeMFLyU1U52QIQocyJ5uTvcGc45k8_72WEI7xiTSgp5kP0swAZjX9EcfOv8SlkNSNkGzbpoVuZ7eJpYrbrQL1U0zqJ7FcEbtQzItUihsXO-MTYNGzTp3Nc6_4-n0aB3HiU1WkSvTOKdNdH5QZwEl6F7U8uI5uoTVmAjmqo1-AGMvtex9xCOs702rYOT7XmUPV1NHsc3-XR2fTu-nOaaUhbzFitZiIpQIkqCidaAMbQUK5H-XlSNlJLy9gWIBKIxLxWRuhIvZaIFBcbZUXa-8XbeffQQYv3uem_TypoWBSs4E0KmFNmktHcheGjrzpuV8uua4Hqooh6qqIcq6m0ViTnbMAYA_vKV5BXlkv0C_nKIAQ</recordid><startdate>20220515</startdate><enddate>20220515</enddate><creator>Su, Linping</creator><creator>Luan, Xuehao</creator><creator>Qiu, Zhengmei</creator><creator>Liang, Ming</creator><creator>Rong, Yu</creator><creator>Xin, Xue</creator><creator>Yao, Zhanyong</creator><creator>Ma, Chuanyi</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-4872-3529</orcidid><orcidid>https://orcid.org/0000-0002-5217-8404</orcidid><orcidid>https://orcid.org/0000-0003-0691-4738</orcidid></search><sort><creationdate>20220515</creationdate><title>Sensing Performance and Optimizing Encapsulation Materials of a Coordinated Epoxy-Encapsulated Sensor for Strain Monitoring of Asphalt Pavement Layered Structures</title><author>Su, Linping ; Luan, Xuehao ; Qiu, Zhengmei ; Liang, Ming ; Rong, Yu ; Xin, Xue ; Yao, Zhanyong ; Ma, Chuanyi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c223t-f0a765912158101cce00ef20a515369d77724fbe17e1c048a17c95b8c2252e343</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Asphalt</topic><topic>Asphalt mixes</topic><topic>Asphalt pavement monitoring</topic><topic>Asphalt pavements</topic><topic>Capacitive sensors</topic><topic>Deformation</topic><topic>Dynamic mechanical analysis</topic><topic>Dynamic response</topic><topic>Embedded sensors</topic><topic>encapsulating epoxy</topic><topic>Encapsulation</topic><topic>Fourier transforms</topic><topic>Infrared analysis</topic><topic>Infrared spectroscopy</topic><topic>Interlayers</topic><topic>laboratory monitoring test</topic><topic>Mathematical analysis</topic><topic>Metal foils</topic><topic>Monitoring</topic><topic>Polymer blends</topic><topic>Polymers</topic><topic>self-developed strain sensor</topic><topic>sensing performance</topic><topic>Sensors</topic><topic>Strain</topic><topic>Strain gauges</topic><topic>Strain measurement</topic><topic>Survivability</topic><topic>Temperature sensors</topic><topic>Thermodynamic properties</topic><topic>Thermogravimetric analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Su, Linping</creatorcontrib><creatorcontrib>Luan, Xuehao</creatorcontrib><creatorcontrib>Qiu, Zhengmei</creatorcontrib><creatorcontrib>Liang, Ming</creatorcontrib><creatorcontrib>Rong, Yu</creatorcontrib><creatorcontrib>Xin, Xue</creatorcontrib><creatorcontrib>Yao, Zhanyong</creatorcontrib><creatorcontrib>Ma, Chuanyi</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE sensors journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Su, Linping</au><au>Luan, Xuehao</au><au>Qiu, Zhengmei</au><au>Liang, Ming</au><au>Rong, Yu</au><au>Xin, Xue</au><au>Yao, Zhanyong</au><au>Ma, Chuanyi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Sensing Performance and Optimizing Encapsulation Materials of a Coordinated Epoxy-Encapsulated Sensor for Strain Monitoring of Asphalt Pavement Layered Structures</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2022-05-15</date><risdate>2022</risdate><volume>22</volume><issue>10</issue><spage>9811</spage><epage>9823</epage><pages>9811-9823</pages><issn>1530-437X</issn><eissn>1558-1748</eissn><coden>ISJEAZ</coden><abstract><![CDATA[The accurate mechanical response of asphalt pavement interlayer structure under complex environments still lacks reliable and durable real-time monitoring methods up to now. In this study, metal-foil strain gage, a mature and traditional stickup sensing element, was innovatively used as an embedded strain sensor to monitor asphalt mixture deformation by proposing the method of polymer encapsulated strain gage. The performance of encapsulating polymer was optimized and the effectiveness of sensor was studied. The DMP-30 was adopted to modify epoxy<inline-formula> <tex-math notation="LaTeX">/ </tex-math></inline-formula>anhydride blends for strain gauge encapsulation, and dynamic mechanical analysis (DMA), thermogravimetric analysis (TGA) and Fourier transform infrared (FT-IR) spectroscopy were carried out. The results indicated that the encapsulating polymer with 1phr DMP-30 shows good modulus accommodation with asphalt pavement, and provides better thermal properties to adapt to the harsh environment of pavement monitoring. Benefiting from the encapsulated method and optimized encapsulating polymer, the sensor shows the same excellent sensing performance as the bare strain gage as well as good linearity and fatigue performance (more than 100,000 cycles at 200u<inline-formula> <tex-math notation="LaTeX">\varepsilon </tex-math></inline-formula>). Laboratory bending test of asphalt concrete with embedded sensor verified the high sensitivity coefficient and good survivability, which is accurate for micro strain monitoring. Meanwhile, numerical simulation confirmed the good compatibility and deformation coordination between the developed sensor and asphalt concrete. Therefore, the results of this study provide a new idea for accurate, long-term, and stable acquisition of dynamic response of pavement.]]></abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/JSEN.2022.3164879</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-4872-3529</orcidid><orcidid>https://orcid.org/0000-0002-5217-8404</orcidid><orcidid>https://orcid.org/0000-0003-0691-4738</orcidid></addata></record> |
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subjects | Asphalt Asphalt mixes Asphalt pavement monitoring Asphalt pavements Capacitive sensors Deformation Dynamic mechanical analysis Dynamic response Embedded sensors encapsulating epoxy Encapsulation Fourier transforms Infrared analysis Infrared spectroscopy Interlayers laboratory monitoring test Mathematical analysis Metal foils Monitoring Polymer blends Polymers self-developed strain sensor sensing performance Sensors Strain Strain gauges Strain measurement Survivability Temperature sensors Thermodynamic properties Thermogravimetric analysis |
title | Sensing Performance and Optimizing Encapsulation Materials of a Coordinated Epoxy-Encapsulated Sensor for Strain Monitoring of Asphalt Pavement Layered Structures |
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