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Quasi-Distributed Torque and Displacement Sensing on a Series Elastic Actuator's Spring Using FBG Arrays Inscribed in CYTOP Fibers
We report the application of fiber Bragg grating (FBG) arrays in polymer optical fibers for the quasi-distributed displacement and torque sensing in a series elastic actuator's spring. The arrays were inscribed in cyclic transparent optical polymer fiber through the direct-write, plane-by-plane...
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Published in: | IEEE sensors journal 2019-06, Vol.19 (11), p.4054-4061 |
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creator | Leal-Junior, Arnaldo G. Theodosiou, Antreas Min, Rui Casas, Jonathan Diaz, Camilo R. Dos Santos, Wilian M. Pontes, Maria Jose Siqueira, Adriano A. G. Marques, Carlos Kalli, Kyriacos Frizera, Anselmo |
description | We report the application of fiber Bragg grating (FBG) arrays in polymer optical fibers for the quasi-distributed displacement and torque sensing in a series elastic actuator's spring. The arrays were inscribed in cyclic transparent optical polymer fiber through the direct-write, plane-by-plane inscription method using a femtosecond laser. Two arrays with four FBGs each were positioned on a rotary spring, and a numerical analysis using the finite-element method was performed to evaluate the sensors' behavior under different loading conditions. Experimental tests were performed on the spring, and the results show that the FBGs responses follow the predicted numerical simulations. In addition, a Kalman filter was applied on the response of the FBGs for sensor fusion, leading to a more accurate torque estimation, where the relative error for the torque estimation was improved by a factor of 7. Furthermore, transverse forces were applied on the predefined points of the spring in order to show the ability of the quasi-distributed sensor approach to identify external mechanical disturbances on the spring. |
doi_str_mv | 10.1109/JSEN.2019.2898722 |
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G. ; Marques, Carlos ; Kalli, Kyriacos ; Frizera, Anselmo</creator><creatorcontrib>Leal-Junior, Arnaldo G. ; Theodosiou, Antreas ; Min, Rui ; Casas, Jonathan ; Diaz, Camilo R. ; Dos Santos, Wilian M. ; Pontes, Maria Jose ; Siqueira, Adriano A. G. ; Marques, Carlos ; Kalli, Kyriacos ; Frizera, Anselmo</creatorcontrib><description>We report the application of fiber Bragg grating (FBG) arrays in polymer optical fibers for the quasi-distributed displacement and torque sensing in a series elastic actuator's spring. The arrays were inscribed in cyclic transparent optical polymer fiber through the direct-write, plane-by-plane inscription method using a femtosecond laser. Two arrays with four FBGs each were positioned on a rotary spring, and a numerical analysis using the finite-element method was performed to evaluate the sensors' behavior under different loading conditions. Experimental tests were performed on the spring, and the results show that the FBGs responses follow the predicted numerical simulations. In addition, a Kalman filter was applied on the response of the FBGs for sensor fusion, leading to a more accurate torque estimation, where the relative error for the torque estimation was improved by a factor of 7. Furthermore, transverse forces were applied on the predefined points of the spring in order to show the ability of the quasi-distributed sensor approach to identify external mechanical disturbances on the spring.</description><identifier>ISSN: 1530-437X</identifier><identifier>EISSN: 1558-1748</identifier><identifier>DOI: 10.1109/JSEN.2019.2898722</identifier><identifier>CODEN: ISJEAZ</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Actuators ; Computer simulation ; Distributed sensor systems ; fiber Bragg gratings ; Fiber gratings ; Finite element method ; Kalman filter ; Kalman filters ; Laser arrays ; Numerical analysis ; Numerical prediction ; Optical fiber sensors ; Optical fibers ; Polymer optical fiber ; Polymers ; Sensor arrays ; series elastic actuators ; Springs ; Torque ; torque sensor</subject><ispartof>IEEE sensors journal, 2019-06, Vol.19 (11), p.4054-4061</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c359t-ac3c83373a55a98e728db38b37ddcefbc1b010c96befd01038dcb07210600ee03</citedby><cites>FETCH-LOGICAL-c359t-ac3c83373a55a98e728db38b37ddcefbc1b010c96befd01038dcb07210600ee03</cites><orcidid>0000-0001-6011-9968 ; 0000-0003-0663-156X ; 0000-0001-7900-0422 ; 0000-0003-4541-092X ; 0000-0001-9657-5076 ; 0000-0002-9009-2425 ; 0000-0002-5912-9138 ; 0000-0002-8596-5092 ; 0000-0002-0687-3967</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8640063$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,54796</link.rule.ids></links><search><creatorcontrib>Leal-Junior, Arnaldo G.</creatorcontrib><creatorcontrib>Theodosiou, Antreas</creatorcontrib><creatorcontrib>Min, Rui</creatorcontrib><creatorcontrib>Casas, Jonathan</creatorcontrib><creatorcontrib>Diaz, Camilo R.</creatorcontrib><creatorcontrib>Dos Santos, Wilian M.</creatorcontrib><creatorcontrib>Pontes, Maria Jose</creatorcontrib><creatorcontrib>Siqueira, Adriano A. G.</creatorcontrib><creatorcontrib>Marques, Carlos</creatorcontrib><creatorcontrib>Kalli, Kyriacos</creatorcontrib><creatorcontrib>Frizera, Anselmo</creatorcontrib><title>Quasi-Distributed Torque and Displacement Sensing on a Series Elastic Actuator's Spring Using FBG Arrays Inscribed in CYTOP Fibers</title><title>IEEE sensors journal</title><addtitle>JSEN</addtitle><description>We report the application of fiber Bragg grating (FBG) arrays in polymer optical fibers for the quasi-distributed displacement and torque sensing in a series elastic actuator's spring. The arrays were inscribed in cyclic transparent optical polymer fiber through the direct-write, plane-by-plane inscription method using a femtosecond laser. Two arrays with four FBGs each were positioned on a rotary spring, and a numerical analysis using the finite-element method was performed to evaluate the sensors' behavior under different loading conditions. Experimental tests were performed on the spring, and the results show that the FBGs responses follow the predicted numerical simulations. In addition, a Kalman filter was applied on the response of the FBGs for sensor fusion, leading to a more accurate torque estimation, where the relative error for the torque estimation was improved by a factor of 7. 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G.</au><au>Marques, Carlos</au><au>Kalli, Kyriacos</au><au>Frizera, Anselmo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quasi-Distributed Torque and Displacement Sensing on a Series Elastic Actuator's Spring Using FBG Arrays Inscribed in CYTOP Fibers</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2019-06-01</date><risdate>2019</risdate><volume>19</volume><issue>11</issue><spage>4054</spage><epage>4061</epage><pages>4054-4061</pages><issn>1530-437X</issn><eissn>1558-1748</eissn><coden>ISJEAZ</coden><abstract>We report the application of fiber Bragg grating (FBG) arrays in polymer optical fibers for the quasi-distributed displacement and torque sensing in a series elastic actuator's spring. The arrays were inscribed in cyclic transparent optical polymer fiber through the direct-write, plane-by-plane inscription method using a femtosecond laser. Two arrays with four FBGs each were positioned on a rotary spring, and a numerical analysis using the finite-element method was performed to evaluate the sensors' behavior under different loading conditions. Experimental tests were performed on the spring, and the results show that the FBGs responses follow the predicted numerical simulations. In addition, a Kalman filter was applied on the response of the FBGs for sensor fusion, leading to a more accurate torque estimation, where the relative error for the torque estimation was improved by a factor of 7. 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subjects | Actuators Computer simulation Distributed sensor systems fiber Bragg gratings Fiber gratings Finite element method Kalman filter Kalman filters Laser arrays Numerical analysis Numerical prediction Optical fiber sensors Optical fibers Polymer optical fiber Polymers Sensor arrays series elastic actuators Springs Torque torque sensor |
title | Quasi-Distributed Torque and Displacement Sensing on a Series Elastic Actuator's Spring Using FBG Arrays Inscribed in CYTOP Fibers |
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