Detection of Oil-Water Separation Process Based on Embedded Serpentine Microstrip Line Array
Dynamic monitoring of oil-water separation occupies an important position in the petroleum industry. This study introduces a sensor detection system based on a serpentine microstrip line array (SMLA) to analyze the oil-water ratio in different mixing states by measuring the phase shift of microwave...
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Veröffentlicht in: | IEEE sensors journal 2024-10, Vol.24 (20), p.33336-33346 |
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description | Dynamic monitoring of oil-water separation occupies an important position in the petroleum industry. This study introduces a sensor detection system based on a serpentine microstrip line array (SMLA) to analyze the oil-water ratio in different mixing states by measuring the phase shift of microwave signals passing through the oil-water mixture. First, the approximate structure of SMLA was derived using formulas. The high-frequency structural simulator (HFSS) was used to optimize the structure of the SMLA and identify the optimal operating frequency. Subsequently, a detection system for oil-water separation was developed, and the experimental platform was built. Through calibration experiments, the phase shift characteristics of different oil-water ratios in two mixing states were extracted. Then, an oil-water separation experiment was conducted and combined with the phase shift calibration characteristic value. A classification decoupling method was proposed for the phase shift data collected in the mixed state and layered state, which improved the detection accuracy. Finally, the relative error of the oil-water ratio measurement in the mixed state was within 2.58%, and the relative error of the oil-water ratio measurement in the layered state was less than 0.24%. The reliability of the measuring system under different temperature conditions is also verified by experiments. The experimental results confirm that this method can provide a new solution for industrial oil-water separation detection. |
doi_str_mv | 10.1109/JSEN.2024.3450952 |
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This study introduces a sensor detection system based on a serpentine microstrip line array (SMLA) to analyze the oil-water ratio in different mixing states by measuring the phase shift of microwave signals passing through the oil-water mixture. First, the approximate structure of SMLA was derived using formulas. The high-frequency structural simulator (HFSS) was used to optimize the structure of the SMLA and identify the optimal operating frequency. Subsequently, a detection system for oil-water separation was developed, and the experimental platform was built. Through calibration experiments, the phase shift characteristics of different oil-water ratios in two mixing states were extracted. Then, an oil-water separation experiment was conducted and combined with the phase shift calibration characteristic value. A classification decoupling method was proposed for the phase shift data collected in the mixed state and layered state, which improved the detection accuracy. Finally, the relative error of the oil-water ratio measurement in the mixed state was within 2.58%, and the relative error of the oil-water ratio measurement in the layered state was less than 0.24%. The reliability of the measuring system under different temperature conditions is also verified by experiments. 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This study introduces a sensor detection system based on a serpentine microstrip line array (SMLA) to analyze the oil-water ratio in different mixing states by measuring the phase shift of microwave signals passing through the oil-water mixture. First, the approximate structure of SMLA was derived using formulas. The high-frequency structural simulator (HFSS) was used to optimize the structure of the SMLA and identify the optimal operating frequency. Subsequently, a detection system for oil-water separation was developed, and the experimental platform was built. Through calibration experiments, the phase shift characteristics of different oil-water ratios in two mixing states were extracted. Then, an oil-water separation experiment was conducted and combined with the phase shift calibration characteristic value. A classification decoupling method was proposed for the phase shift data collected in the mixed state and layered state, which improved the detection accuracy. Finally, the relative error of the oil-water ratio measurement in the mixed state was within 2.58%, and the relative error of the oil-water ratio measurement in the layered state was less than 0.24%. The reliability of the measuring system under different temperature conditions is also verified by experiments. The experimental results confirm that this method can provide a new solution for industrial oil-water separation detection.</description><subject>Classification decoupling method</subject><subject>Dielectric constant</subject><subject>high-frequency structural simulator (HFSS)</subject><subject>Microstrip</subject><subject>Microwave measurement</subject><subject>Microwave theory and techniques</subject><subject>Oils</subject><subject>phase shift characteristics</subject><subject>Sensors</subject><subject>serpentine microstrip line array (SMLA)</subject><subject>Temperature measurement</subject><issn>1530-437X</issn><issn>1558-1748</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkM1OwzAQhC0EEqXwAEgc_AIJ6_gvOZbS8qNCkQqCA1JkOxvJqE0iO5e-PQntgdPOjnZWo4-QawYpY1DcPm8Wr2kGmUi5kFDI7IRMmJR5wrTIT0fNIRFcf52Tixh_AFihpZ6Q73vs0fW-bWhb07XfJp-mx0A32Jlg_vy30DqMkd6ZiBUdjMXOYlUNeoOhw6b3DdIX70Ib--A7uhr3WQhmf0nOarONeHWcU_KxXLzPH5PV-uFpPlsljom8T2ojZGGtwlqAwFwYq5hUmFtdMO24Mk5CJVFbI5zQIHKUaLjmgC7jmbJ8Stjh79ghBqzLLvidCfuSQTniKUc85YinPOIZMjeHjEfEf_dKKcgk_wWdJmIg</recordid><startdate>20241015</startdate><enddate>20241015</enddate><creator>Zhang, Lei</creator><creator>Li, Zicheng</creator><creator>Meng, Min</creator><creator>Li, Yanjin</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0009-0008-5988-8469</orcidid><orcidid>https://orcid.org/0009-0009-3745-3023</orcidid><orcidid>https://orcid.org/0000-0002-7704-3063</orcidid><orcidid>https://orcid.org/0009-0000-3603-8703</orcidid></search><sort><creationdate>20241015</creationdate><title>Detection of Oil-Water Separation Process Based on Embedded Serpentine Microstrip Line Array</title><author>Zhang, Lei ; Li, Zicheng ; Meng, Min ; Li, Yanjin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c148t-fa459bb6ef404e84ab6156e8b7917c36ac50d5e7ba4c47048e5ea3730ec2326b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Classification decoupling method</topic><topic>Dielectric constant</topic><topic>high-frequency structural simulator (HFSS)</topic><topic>Microstrip</topic><topic>Microwave measurement</topic><topic>Microwave theory and techniques</topic><topic>Oils</topic><topic>phase shift characteristics</topic><topic>Sensors</topic><topic>serpentine microstrip line array (SMLA)</topic><topic>Temperature measurement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Lei</creatorcontrib><creatorcontrib>Li, Zicheng</creatorcontrib><creatorcontrib>Meng, Min</creatorcontrib><creatorcontrib>Li, Yanjin</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><jtitle>IEEE sensors journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Zhang, Lei</au><au>Li, Zicheng</au><au>Meng, Min</au><au>Li, Yanjin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Detection of Oil-Water Separation Process Based on Embedded Serpentine Microstrip Line Array</atitle><jtitle>IEEE sensors journal</jtitle><stitle>JSEN</stitle><date>2024-10-15</date><risdate>2024</risdate><volume>24</volume><issue>20</issue><spage>33336</spage><epage>33346</epage><pages>33336-33346</pages><issn>1530-437X</issn><eissn>1558-1748</eissn><coden>ISJEAZ</coden><abstract>Dynamic monitoring of oil-water separation occupies an important position in the petroleum industry. This study introduces a sensor detection system based on a serpentine microstrip line array (SMLA) to analyze the oil-water ratio in different mixing states by measuring the phase shift of microwave signals passing through the oil-water mixture. First, the approximate structure of SMLA was derived using formulas. The high-frequency structural simulator (HFSS) was used to optimize the structure of the SMLA and identify the optimal operating frequency. Subsequently, a detection system for oil-water separation was developed, and the experimental platform was built. Through calibration experiments, the phase shift characteristics of different oil-water ratios in two mixing states were extracted. Then, an oil-water separation experiment was conducted and combined with the phase shift calibration characteristic value. A classification decoupling method was proposed for the phase shift data collected in the mixed state and layered state, which improved the detection accuracy. Finally, the relative error of the oil-water ratio measurement in the mixed state was within 2.58%, and the relative error of the oil-water ratio measurement in the layered state was less than 0.24%. The reliability of the measuring system under different temperature conditions is also verified by experiments. The experimental results confirm that this method can provide a new solution for industrial oil-water separation detection.</abstract><pub>IEEE</pub><doi>10.1109/JSEN.2024.3450952</doi><tpages>11</tpages><orcidid>https://orcid.org/0009-0008-5988-8469</orcidid><orcidid>https://orcid.org/0009-0009-3745-3023</orcidid><orcidid>https://orcid.org/0000-0002-7704-3063</orcidid><orcidid>https://orcid.org/0009-0000-3603-8703</orcidid></addata></record> |
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subjects | Classification decoupling method Dielectric constant high-frequency structural simulator (HFSS) Microstrip Microwave measurement Microwave theory and techniques Oils phase shift characteristics Sensors serpentine microstrip line array (SMLA) Temperature measurement |
title | Detection of Oil-Water Separation Process Based on Embedded Serpentine Microstrip Line Array |
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