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Nozzle Condition Monitoring System Using Root Mean Square of Acoustic Emissions during Abrasive Waterjet Machining
Machining of difficult-to-cut materials such as titanium alloys, stainless steel, Inconel, ceramic, glass, and carbon fiber-reinforced plastics used in the aerospace, automobile, and medical industries is being actively researched. One non-traditional machining method involves the use of an abrasive...
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Published in: | Journal of Manufacturing and Materials Processing 2022-04, Vol.6 (2), p.31 |
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creator | Kim, Jeong-Uk Kim, Roh-Won Kim, Sung-Ryul Kim, Hyun-Hee Lee, Kyung-Chang |
description | Machining of difficult-to-cut materials such as titanium alloys, stainless steel, Inconel, ceramic, glass, and carbon fiber-reinforced plastics used in the aerospace, automobile, and medical industries is being actively researched. One non-traditional machining method involves the use of an abrasive waterjet, in which ultra-high-pressure water and abrasive particles are mixed and then ejected through a nozzle, and the thin jet stream cuts materials. The nozzle greatly affects the machining quality, as does the cutting tool of general machining, so it is very important to monitor the nozzle condition. If the nozzle is damaged or worn, or if the bore size increases or the bore becomes clogged with abrasive, the material may not be cut, or the surface quality of the cut may deteriorate. Here, we develop a nozzle monitoring system employing an acoustic emission sensor that detects the nozzle condition in real time. |
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Here, we develop a nozzle monitoring system employing an acoustic emission sensor that detects the nozzle condition in real time.</description><identifier>ISSN: 2504-4494</identifier><identifier>EISSN: 2504-4494</identifier><identifier>DOI: 10.3390/jmmp6020031</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Abrasive cutting ; Abrasive machining ; abrasive waterjet ; Acoustic emission ; acoustic emission sensor ; Acoustics ; Aerospace industry ; Carbon fiber reinforced plastics ; Ceramic fibers ; Condition monitoring ; Glass fiber reinforced plastics ; Hydraulic jets ; Jet streams (meteorology) ; Medical research ; monitoring system ; Monitoring systems ; nozzle wear ; Nozzles ; Real time ; Sensors ; Stainless steels ; Surface properties ; Titanium base alloys</subject><ispartof>Journal of Manufacturing and Materials Processing, 2022-04, Vol.6 (2), p.31</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c364t-5dd5c89cf2b65a4c1c8ccc7a7bfeb0c281042bf7f33639c8846019b35ecbb2463</citedby><cites>FETCH-LOGICAL-c364t-5dd5c89cf2b65a4c1c8ccc7a7bfeb0c281042bf7f33639c8846019b35ecbb2463</cites><orcidid>0000-0001-8381-4533 ; 0000-0002-9749-8022 ; 0000-0002-6921-7078</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2652976442/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2652976442?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,11688,25753,27924,27925,36060,37012,44363,44590,74895,75126</link.rule.ids></links><search><creatorcontrib>Kim, Jeong-Uk</creatorcontrib><creatorcontrib>Kim, Roh-Won</creatorcontrib><creatorcontrib>Kim, Sung-Ryul</creatorcontrib><creatorcontrib>Kim, Hyun-Hee</creatorcontrib><creatorcontrib>Lee, Kyung-Chang</creatorcontrib><title>Nozzle Condition Monitoring System Using Root Mean Square of Acoustic Emissions during Abrasive Waterjet Machining</title><title>Journal of Manufacturing and Materials Processing</title><description>Machining of difficult-to-cut materials such as titanium alloys, stainless steel, Inconel, ceramic, glass, and carbon fiber-reinforced plastics used in the aerospace, automobile, and medical industries is being actively researched. 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Here, we develop a nozzle monitoring system employing an acoustic emission sensor that detects the nozzle condition in real time.</description><subject>Abrasive cutting</subject><subject>Abrasive machining</subject><subject>abrasive waterjet</subject><subject>Acoustic emission</subject><subject>acoustic emission sensor</subject><subject>Acoustics</subject><subject>Aerospace industry</subject><subject>Carbon fiber reinforced plastics</subject><subject>Ceramic fibers</subject><subject>Condition monitoring</subject><subject>Glass fiber reinforced plastics</subject><subject>Hydraulic jets</subject><subject>Jet streams (meteorology)</subject><subject>Medical research</subject><subject>monitoring system</subject><subject>Monitoring systems</subject><subject>nozzle wear</subject><subject>Nozzles</subject><subject>Real time</subject><subject>Sensors</subject><subject>Stainless steels</subject><subject>Surface properties</subject><subject>Titanium base alloys</subject><issn>2504-4494</issn><issn>2504-4494</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>M0C</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpNUU1LAzEQXUTBoj35BwIepZqvzW6OpfhRqApW8RiS2WzN0t3UZFdof73RivQ0M2_ee_NgsuyC4GvGJL5p2nYjMMWYkaNsRHPMJ5xLfnzQn2bjGBuMMS3zgkk2ysKT3-3WFs18V7ne-Q49-s71PrhuhZbb2NsWvcWf4cX7Hj1a3aHl56CDRb5GU_BD7B2g29bFmNQRVcOvdGqCju7Lonfd29DYJNXw4bq0O89Oar2OdvxXz7K3u9vX2cNk8Xw_n00XE2CC95O8qnIoJdTUiFxzIFACQKELU1uDgZYEc2rqomZMMAllyQUm0rDcgjGUC3aWzfe-ldeN2gTX6rBVXjv1C_iwUjqk8GurNON1kQvKjZBJKTRJAKOk4CBAVpC8Lvdem-A_Bxt71fghdCm-oiKnshCc08S62rMg-BiDrf-vEqx-fqQOfsS-AZMhhRs</recordid><startdate>20220401</startdate><enddate>20220401</enddate><creator>Kim, Jeong-Uk</creator><creator>Kim, Roh-Won</creator><creator>Kim, Sung-Ryul</creator><creator>Kim, Hyun-Hee</creator><creator>Lee, Kyung-Chang</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8FL</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FRNLG</scope><scope>F~G</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>KB.</scope><scope>L.-</scope><scope>M0C</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-8381-4533</orcidid><orcidid>https://orcid.org/0000-0002-9749-8022</orcidid><orcidid>https://orcid.org/0000-0002-6921-7078</orcidid></search><sort><creationdate>20220401</creationdate><title>Nozzle Condition Monitoring System Using Root Mean Square of Acoustic Emissions during Abrasive Waterjet Machining</title><author>Kim, Jeong-Uk ; Kim, Roh-Won ; Kim, Sung-Ryul ; Kim, Hyun-Hee ; Lee, Kyung-Chang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c364t-5dd5c89cf2b65a4c1c8ccc7a7bfeb0c281042bf7f33639c8846019b35ecbb2463</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Abrasive cutting</topic><topic>Abrasive machining</topic><topic>abrasive waterjet</topic><topic>Acoustic emission</topic><topic>acoustic emission sensor</topic><topic>Acoustics</topic><topic>Aerospace industry</topic><topic>Carbon fiber reinforced plastics</topic><topic>Ceramic fibers</topic><topic>Condition monitoring</topic><topic>Glass fiber reinforced plastics</topic><topic>Hydraulic jets</topic><topic>Jet streams (meteorology)</topic><topic>Medical research</topic><topic>monitoring system</topic><topic>Monitoring systems</topic><topic>nozzle wear</topic><topic>Nozzles</topic><topic>Real time</topic><topic>Sensors</topic><topic>Stainless steels</topic><topic>Surface properties</topic><topic>Titanium base alloys</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kim, Jeong-Uk</creatorcontrib><creatorcontrib>Kim, Roh-Won</creatorcontrib><creatorcontrib>Kim, Sung-Ryul</creatorcontrib><creatorcontrib>Kim, Hyun-Hee</creatorcontrib><creatorcontrib>Lee, Kyung-Chang</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>https://resources.nclive.org/materials</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Global</collection><collection>Materials Science Collection</collection><collection>Publicly Available Content (ProQuest)</collection><collection>One Business (ProQuest)</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Journal of Manufacturing and Materials Processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kim, Jeong-Uk</au><au>Kim, Roh-Won</au><au>Kim, Sung-Ryul</au><au>Kim, Hyun-Hee</au><au>Lee, Kyung-Chang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Nozzle Condition Monitoring System Using Root Mean Square of Acoustic Emissions during Abrasive Waterjet Machining</atitle><jtitle>Journal of Manufacturing and Materials Processing</jtitle><date>2022-04-01</date><risdate>2022</risdate><volume>6</volume><issue>2</issue><spage>31</spage><pages>31-</pages><issn>2504-4494</issn><eissn>2504-4494</eissn><abstract>Machining of difficult-to-cut materials such as titanium alloys, stainless steel, Inconel, ceramic, glass, and carbon fiber-reinforced plastics used in the aerospace, automobile, and medical industries is being actively researched. One non-traditional machining method involves the use of an abrasive waterjet, in which ultra-high-pressure water and abrasive particles are mixed and then ejected through a nozzle, and the thin jet stream cuts materials. The nozzle greatly affects the machining quality, as does the cutting tool of general machining, so it is very important to monitor the nozzle condition. If the nozzle is damaged or worn, or if the bore size increases or the bore becomes clogged with abrasive, the material may not be cut, or the surface quality of the cut may deteriorate. Here, we develop a nozzle monitoring system employing an acoustic emission sensor that detects the nozzle condition in real time.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/jmmp6020031</doi><orcidid>https://orcid.org/0000-0001-8381-4533</orcidid><orcidid>https://orcid.org/0000-0002-9749-8022</orcidid><orcidid>https://orcid.org/0000-0002-6921-7078</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Abrasive cutting Abrasive machining abrasive waterjet Acoustic emission acoustic emission sensor Acoustics Aerospace industry Carbon fiber reinforced plastics Ceramic fibers Condition monitoring Glass fiber reinforced plastics Hydraulic jets Jet streams (meteorology) Medical research monitoring system Monitoring systems nozzle wear Nozzles Real time Sensors Stainless steels Surface properties Titanium base alloys |
title | Nozzle Condition Monitoring System Using Root Mean Square of Acoustic Emissions during Abrasive Waterjet Machining |
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