Quantitative analysis of chlorine in cement pastes based on collinear dual-pulse laser-induced breakdown spectroscopy
On-line detection of chlorine in cement is the key to evaluate the corrosion of the reinforced concrete inside the structure. A collinear dual-pulse LIBS system based on two nanosecond lasers with a total energy of 30 mJ is developed to detect the chlorine in cement. The key parameters of the dual-p...
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Veröffentlicht in: | Spectrochimica acta. Part B: Atomic spectroscopy 2022-05, Vol.191, p.106392, Article 106392 |
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description | On-line detection of chlorine in cement is the key to evaluate the corrosion of the reinforced concrete inside the structure. A collinear dual-pulse LIBS system based on two nanosecond lasers with a total energy of 30 mJ is developed to detect the chlorine in cement. The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace chlorine element in cement pastes, and the optimal values of the parameters are obtained to be: 4 L/min helium gas flow rate, 2000 ns inter-pulse delay, 800 ns gate delay, 19 mJ/11 mJ pulse energy ratio, and 42.8 mm lens-to-sample distance. After the optimization of the dual-pulse system, the signal-to-noise ratio of the trace chlorine emission line at 837.6 nm has been improved from 1.75 to 2.68 for a sample containing 0.706 wt% chlorine. The temperatures of plasma are obtained based on Saha-Boltzmann plot for exploring the plasma radiation features in the dual-pulse system. The results show that the plasma temperature which is influenced by laser irradiance and parameters of the double pulse configuration, is closely related to the signal-to-noise ratio of chlorine spectrum line. Sixteen standard cement pastes made from a series of sodium chloride solutions with various concentration are used for LIBS calibration. Two calibration methods including internal standardization and partial least squares regression are adopted for determining chlorine concentrations within a series of standard cement pastes, and the limit of detection based on internal standardization model is calculated to be 103.4 ppm. The prediction performance of IS and PLSR is evaluated by Leave-One-Out Cross-Validation with the root mean square error of calibration of 0.0910 and 0.0859, respectively.
[Display omitted]
•Fairly low LOD of Cl is achieved based on a collinear dual-pulse LIBS system with a small total energy.•The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace Cl element.•The mechanism of the influence of parameters on Cl emission is investigated through plasma temperature.•The net intensity and SNR of Cl emission are improved significantly even for samples with low chlorine content. |
doi_str_mv | 10.1016/j.sab.2022.106392 |
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[Display omitted]
•Fairly low LOD of Cl is achieved based on a collinear dual-pulse LIBS system with a small total energy.•The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace Cl element.•The mechanism of the influence of parameters on Cl emission is investigated through plasma temperature.•The net intensity and SNR of Cl emission are improved significantly even for samples with low chlorine content.</description><identifier>ISSN: 0584-8547</identifier><identifier>EISSN: 1873-3565</identifier><identifier>DOI: 10.1016/j.sab.2022.106392</identifier><language>eng</language><publisher>Oxford: Elsevier B.V</publisher><subject>Analytical methods ; Calibration ; Cement ; Cement paste ; Chlorine ; Corrosion ; Detection ; Dual-pulse ; Flow rates ; Flow velocity ; Gas flow ; Helium ; Irradiance ; Laser induced breakdown spectroscopy ; Lasers ; Least squares method ; Noise standards ; Optimization ; Parameter optimization ; Parameters ; Plasma radiation ; Plasma temperature ; Quantitative analysis ; Radiation ; Reinforced concrete ; Signal to noise ratio ; Sodium ; Sodium chloride ; Spectroscopy ; Standardization</subject><ispartof>Spectrochimica acta. Part B: Atomic spectroscopy, 2022-05, Vol.191, p.106392, Article 106392</ispartof><rights>2022 Elsevier B.V.</rights><rights>Copyright Elsevier BV May 2022</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c325t-d05e742d9e2c10cf1c85ea363b7cde4c157628e4b7de07e45e7c82d53e8c39963</citedby><cites>FETCH-LOGICAL-c325t-d05e742d9e2c10cf1c85ea363b7cde4c157628e4b7de07e45e7c82d53e8c39963</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.sab.2022.106392$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Zhang, Zhi</creatorcontrib><creatorcontrib>Wu, Jian</creatorcontrib><creatorcontrib>Hang, Yuhua</creatorcontrib><creatorcontrib>Zhou, Ying</creatorcontrib><creatorcontrib>Tang, Zhijie</creatorcontrib><creatorcontrib>Shi, Mingxin</creatorcontrib><creatorcontrib>Qiu, Yan</creatorcontrib><creatorcontrib>Liao, Kaixing</creatorcontrib><creatorcontrib>Liu, Tao</creatorcontrib><creatorcontrib>Li, Xingwen</creatorcontrib><title>Quantitative analysis of chlorine in cement pastes based on collinear dual-pulse laser-induced breakdown spectroscopy</title><title>Spectrochimica acta. Part B: Atomic spectroscopy</title><description>On-line detection of chlorine in cement is the key to evaluate the corrosion of the reinforced concrete inside the structure. A collinear dual-pulse LIBS system based on two nanosecond lasers with a total energy of 30 mJ is developed to detect the chlorine in cement. The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace chlorine element in cement pastes, and the optimal values of the parameters are obtained to be: 4 L/min helium gas flow rate, 2000 ns inter-pulse delay, 800 ns gate delay, 19 mJ/11 mJ pulse energy ratio, and 42.8 mm lens-to-sample distance. After the optimization of the dual-pulse system, the signal-to-noise ratio of the trace chlorine emission line at 837.6 nm has been improved from 1.75 to 2.68 for a sample containing 0.706 wt% chlorine. The temperatures of plasma are obtained based on Saha-Boltzmann plot for exploring the plasma radiation features in the dual-pulse system. The results show that the plasma temperature which is influenced by laser irradiance and parameters of the double pulse configuration, is closely related to the signal-to-noise ratio of chlorine spectrum line. Sixteen standard cement pastes made from a series of sodium chloride solutions with various concentration are used for LIBS calibration. Two calibration methods including internal standardization and partial least squares regression are adopted for determining chlorine concentrations within a series of standard cement pastes, and the limit of detection based on internal standardization model is calculated to be 103.4 ppm. The prediction performance of IS and PLSR is evaluated by Leave-One-Out Cross-Validation with the root mean square error of calibration of 0.0910 and 0.0859, respectively.
[Display omitted]
•Fairly low LOD of Cl is achieved based on a collinear dual-pulse LIBS system with a small total energy.•The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace Cl element.•The mechanism of the influence of parameters on Cl emission is investigated through plasma temperature.•The net intensity and SNR of Cl emission are improved significantly even for samples with low chlorine content.</description><subject>Analytical methods</subject><subject>Calibration</subject><subject>Cement</subject><subject>Cement paste</subject><subject>Chlorine</subject><subject>Corrosion</subject><subject>Detection</subject><subject>Dual-pulse</subject><subject>Flow rates</subject><subject>Flow velocity</subject><subject>Gas flow</subject><subject>Helium</subject><subject>Irradiance</subject><subject>Laser induced breakdown spectroscopy</subject><subject>Lasers</subject><subject>Least squares method</subject><subject>Noise standards</subject><subject>Optimization</subject><subject>Parameter optimization</subject><subject>Parameters</subject><subject>Plasma radiation</subject><subject>Plasma temperature</subject><subject>Quantitative analysis</subject><subject>Radiation</subject><subject>Reinforced concrete</subject><subject>Signal to noise ratio</subject><subject>Sodium</subject><subject>Sodium chloride</subject><subject>Spectroscopy</subject><subject>Standardization</subject><issn>0584-8547</issn><issn>1873-3565</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kE1LxDAQhoMouK7-AG8Bz13z0bQpnmTxCxZE0HNIkymmdpOatCv7782ynj0NM_O8w7wvQteUrCih1W2_SrpdMcJY7ivesBO0oLLmBReVOEULImRZSFHW5-gipZ4QwgQTCzS_zdpPbtKT2wHWXg_75BIOHTafQ4jOA3YeG9iCn_Co0wQJtzqBxSGPwzBkQkdsZz0U4zwkwEPexsJ5O5tMtRH0lw0_HqcRzBRDMmHcX6KzTmf46q8u0cfjw_v6udi8Pr2s7zeF4UxMhSUC6pLZBpihxHTUSAGaV7ytjYXSUFFXTELZ1hZIDWWmjWRWcJCGN03Fl-jmeHeM4XuGNKk-zDGbTIpVVUMJoUxmih4pk99LETo1RrfVca8oUYd0Va9yuuqQrjqmmzV3Rw3k93cOokrGgc-WXcw-lQ3uH_UvlECElA</recordid><startdate>202205</startdate><enddate>202205</enddate><creator>Zhang, Zhi</creator><creator>Wu, Jian</creator><creator>Hang, Yuhua</creator><creator>Zhou, Ying</creator><creator>Tang, Zhijie</creator><creator>Shi, Mingxin</creator><creator>Qiu, Yan</creator><creator>Liao, Kaixing</creator><creator>Liu, Tao</creator><creator>Li, Xingwen</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7SR</scope><scope>7U5</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>JG9</scope><scope>L.G</scope><scope>L7M</scope></search><sort><creationdate>202205</creationdate><title>Quantitative analysis of chlorine in cement pastes based on collinear dual-pulse laser-induced breakdown spectroscopy</title><author>Zhang, Zhi ; Wu, Jian ; Hang, Yuhua ; Zhou, Ying ; Tang, Zhijie ; Shi, Mingxin ; Qiu, Yan ; Liao, Kaixing ; Liu, Tao ; Li, Xingwen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c325t-d05e742d9e2c10cf1c85ea363b7cde4c157628e4b7de07e45e7c82d53e8c39963</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Analytical methods</topic><topic>Calibration</topic><topic>Cement</topic><topic>Cement paste</topic><topic>Chlorine</topic><topic>Corrosion</topic><topic>Detection</topic><topic>Dual-pulse</topic><topic>Flow rates</topic><topic>Flow velocity</topic><topic>Gas flow</topic><topic>Helium</topic><topic>Irradiance</topic><topic>Laser induced breakdown spectroscopy</topic><topic>Lasers</topic><topic>Least squares method</topic><topic>Noise standards</topic><topic>Optimization</topic><topic>Parameter optimization</topic><topic>Parameters</topic><topic>Plasma radiation</topic><topic>Plasma temperature</topic><topic>Quantitative analysis</topic><topic>Radiation</topic><topic>Reinforced concrete</topic><topic>Signal to noise ratio</topic><topic>Sodium</topic><topic>Sodium chloride</topic><topic>Spectroscopy</topic><topic>Standardization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Zhi</creatorcontrib><creatorcontrib>Wu, Jian</creatorcontrib><creatorcontrib>Hang, Yuhua</creatorcontrib><creatorcontrib>Zhou, Ying</creatorcontrib><creatorcontrib>Tang, Zhijie</creatorcontrib><creatorcontrib>Shi, Mingxin</creatorcontrib><creatorcontrib>Qiu, Yan</creatorcontrib><creatorcontrib>Liao, Kaixing</creatorcontrib><creatorcontrib>Liu, Tao</creatorcontrib><creatorcontrib>Li, Xingwen</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Materials Research Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Spectrochimica acta. Part B: Atomic spectroscopy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Zhi</au><au>Wu, Jian</au><au>Hang, Yuhua</au><au>Zhou, Ying</au><au>Tang, Zhijie</au><au>Shi, Mingxin</au><au>Qiu, Yan</au><au>Liao, Kaixing</au><au>Liu, Tao</au><au>Li, Xingwen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quantitative analysis of chlorine in cement pastes based on collinear dual-pulse laser-induced breakdown spectroscopy</atitle><jtitle>Spectrochimica acta. Part B: Atomic spectroscopy</jtitle><date>2022-05</date><risdate>2022</risdate><volume>191</volume><spage>106392</spage><pages>106392-</pages><artnum>106392</artnum><issn>0584-8547</issn><eissn>1873-3565</eissn><abstract>On-line detection of chlorine in cement is the key to evaluate the corrosion of the reinforced concrete inside the structure. A collinear dual-pulse LIBS system based on two nanosecond lasers with a total energy of 30 mJ is developed to detect the chlorine in cement. The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace chlorine element in cement pastes, and the optimal values of the parameters are obtained to be: 4 L/min helium gas flow rate, 2000 ns inter-pulse delay, 800 ns gate delay, 19 mJ/11 mJ pulse energy ratio, and 42.8 mm lens-to-sample distance. After the optimization of the dual-pulse system, the signal-to-noise ratio of the trace chlorine emission line at 837.6 nm has been improved from 1.75 to 2.68 for a sample containing 0.706 wt% chlorine. The temperatures of plasma are obtained based on Saha-Boltzmann plot for exploring the plasma radiation features in the dual-pulse system. The results show that the plasma temperature which is influenced by laser irradiance and parameters of the double pulse configuration, is closely related to the signal-to-noise ratio of chlorine spectrum line. Sixteen standard cement pastes made from a series of sodium chloride solutions with various concentration are used for LIBS calibration. Two calibration methods including internal standardization and partial least squares regression are adopted for determining chlorine concentrations within a series of standard cement pastes, and the limit of detection based on internal standardization model is calculated to be 103.4 ppm. The prediction performance of IS and PLSR is evaluated by Leave-One-Out Cross-Validation with the root mean square error of calibration of 0.0910 and 0.0859, respectively.
[Display omitted]
•Fairly low LOD of Cl is achieved based on a collinear dual-pulse LIBS system with a small total energy.•The key parameters of the dual-pulse LIBS system are optimized to improve the detection sensitivity of trace Cl element.•The mechanism of the influence of parameters on Cl emission is investigated through plasma temperature.•The net intensity and SNR of Cl emission are improved significantly even for samples with low chlorine content.</abstract><cop>Oxford</cop><pub>Elsevier B.V</pub><doi>10.1016/j.sab.2022.106392</doi></addata></record> |
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subjects | Analytical methods Calibration Cement Cement paste Chlorine Corrosion Detection Dual-pulse Flow rates Flow velocity Gas flow Helium Irradiance Laser induced breakdown spectroscopy Lasers Least squares method Noise standards Optimization Parameter optimization Parameters Plasma radiation Plasma temperature Quantitative analysis Radiation Reinforced concrete Signal to noise ratio Sodium Sodium chloride Spectroscopy Standardization |
title | Quantitative analysis of chlorine in cement pastes based on collinear dual-pulse laser-induced breakdown spectroscopy |
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