Quadratic nonlinear models for optimizing electrostatic separation of crushed waste printed circuit boards using response surface methodology

The electrostatic separation has proved to be an effective and environment-friendly treatment for the recovery of crushed waste printed circuit boards (PCBs). In this paper a more sophisticated response surface methodology was applied to build quadratic models and optimize the three main factors on...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of hazardous materials 2009-08, Vol.167 (1), p.1038-1043
Hauptverfasser: Qin, Yufei, Wu, Jiang, Zhou, Quan, Xu, Zhenming
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1043
container_issue 1
container_start_page 1038
container_title Journal of hazardous materials
container_volume 167
creator Qin, Yufei
Wu, Jiang
Zhou, Quan
Xu, Zhenming
description The electrostatic separation has proved to be an effective and environment-friendly treatment for the recovery of crushed waste printed circuit boards (PCBs). In this paper a more sophisticated response surface methodology was applied to build quadratic models and optimize the three main factors on a roll-type electrostatic separator. The sample of granular mixture got from crushed PCB wastes (size 0.3–0.45 mm, containing 25% metal and 75% nonmetal). According to the analysis of the experiment data, some quadratic effects were found, and two quadratic models for conductor production ( C) and middling production ( M) were established. The results indicated that the high voltage level and roll speed are the most important factors for the process. Because of the existence of the quadratic effect, the highest efficiency can also be achieved at a lower voltage level (27–29 kV) compared with a maximum voltage level.
doi_str_mv 10.1016/j.jhazmat.2009.01.088
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_903637208</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0304389409001320</els_id><sourcerecordid>34437576</sourcerecordid><originalsourceid>FETCH-LOGICAL-c529t-ac928f600e7d92d8bbd1ad939c67fbfae76f923161f76b3af85a59b12927eec53</originalsourceid><addsrcrecordid>eNqFkl2L1TAQhoMo7vHoT1Byo171mI82aa5EFr9gQQS9Dmky2ZND29QkXdn9D_5nW0_RO_cqDDzvTJhnEHpOyYESKt6cDqejuRtMOTBC1IHQA2nbB2hHW8krzrl4iHaEk7riraov0JOcT4QQKpv6MbqgijVE1s0O_fo6G5dMCRaPcezDCCbhITroM_Yx4TiVMIS7MF5j6MGWFHP5Q2eYzJqLI44e2zTnIzj80-QCeEphLEtlQ7JzKLiLJrmM57y2SZCnOGbAeU7eWMADlGN0sY_Xt0_RI2_6DM-2d4--f3j_7fJTdfXl4-fLd1eVbZgqlbGKtV4QAtIp5tquc9Q4xZUV0nfegBReMU4F9VJ03Pi2MY3qKFNMAtiG79Hrc98pxR8z5KKHkC30vRkhzlkrwgWXjLQL-eq_JK9rLhsp7gUZEUzydgWbM2iXXeYEXi_rGky61ZToVa0-6U2tXtVqQvWidsm92AbM3QDuX2pzuQAvN8Bka3qfzGhD_ssx2gjaLpexR2_P3OIYbgIknW2A0YILaTGsXQz3fOU34BnJTQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>20627386</pqid></control><display><type>article</type><title>Quadratic nonlinear models for optimizing electrostatic separation of crushed waste printed circuit boards using response surface methodology</title><source>MEDLINE</source><source>ScienceDirect Journals (5 years ago - present)</source><creator>Qin, Yufei ; Wu, Jiang ; Zhou, Quan ; Xu, Zhenming</creator><creatorcontrib>Qin, Yufei ; Wu, Jiang ; Zhou, Quan ; Xu, Zhenming</creatorcontrib><description>The electrostatic separation has proved to be an effective and environment-friendly treatment for the recovery of crushed waste printed circuit boards (PCBs). In this paper a more sophisticated response surface methodology was applied to build quadratic models and optimize the three main factors on a roll-type electrostatic separator. The sample of granular mixture got from crushed PCB wastes (size 0.3–0.45 mm, containing 25% metal and 75% nonmetal). According to the analysis of the experiment data, some quadratic effects were found, and two quadratic models for conductor production ( C) and middling production ( M) were established. The results indicated that the high voltage level and roll speed are the most important factors for the process. Because of the existence of the quadratic effect, the highest efficiency can also be achieved at a lower voltage level (27–29 kV) compared with a maximum voltage level.</description><identifier>ISSN: 0304-3894</identifier><identifier>EISSN: 1873-3336</identifier><identifier>DOI: 10.1016/j.jhazmat.2009.01.088</identifier><identifier>PMID: 19250745</identifier><identifier>CODEN: JHMAD9</identifier><language>eng</language><publisher>Kidlington: Elsevier B.V</publisher><subject>Applied sciences ; Corona electrode separator ; Electrochemical Techniques - methods ; Electronics ; Exact sciences and technology ; Industrial Waste - prevention &amp; control ; Methods ; Pollution ; Refuse Disposal - methods ; Response surface methodology ; Static Electricity ; Waste printed circuit boards</subject><ispartof>Journal of hazardous materials, 2009-08, Vol.167 (1), p.1038-1043</ispartof><rights>2009 Elsevier B.V.</rights><rights>2009 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c529t-ac928f600e7d92d8bbd1ad939c67fbfae76f923161f76b3af85a59b12927eec53</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jhazmat.2009.01.088$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=21561833$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19250745$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Qin, Yufei</creatorcontrib><creatorcontrib>Wu, Jiang</creatorcontrib><creatorcontrib>Zhou, Quan</creatorcontrib><creatorcontrib>Xu, Zhenming</creatorcontrib><title>Quadratic nonlinear models for optimizing electrostatic separation of crushed waste printed circuit boards using response surface methodology</title><title>Journal of hazardous materials</title><addtitle>J Hazard Mater</addtitle><description>The electrostatic separation has proved to be an effective and environment-friendly treatment for the recovery of crushed waste printed circuit boards (PCBs). In this paper a more sophisticated response surface methodology was applied to build quadratic models and optimize the three main factors on a roll-type electrostatic separator. The sample of granular mixture got from crushed PCB wastes (size 0.3–0.45 mm, containing 25% metal and 75% nonmetal). According to the analysis of the experiment data, some quadratic effects were found, and two quadratic models for conductor production ( C) and middling production ( M) were established. The results indicated that the high voltage level and roll speed are the most important factors for the process. Because of the existence of the quadratic effect, the highest efficiency can also be achieved at a lower voltage level (27–29 kV) compared with a maximum voltage level.</description><subject>Applied sciences</subject><subject>Corona electrode separator</subject><subject>Electrochemical Techniques - methods</subject><subject>Electronics</subject><subject>Exact sciences and technology</subject><subject>Industrial Waste - prevention &amp; control</subject><subject>Methods</subject><subject>Pollution</subject><subject>Refuse Disposal - methods</subject><subject>Response surface methodology</subject><subject>Static Electricity</subject><subject>Waste printed circuit boards</subject><issn>0304-3894</issn><issn>1873-3336</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkl2L1TAQhoMo7vHoT1Byo171mI82aa5EFr9gQQS9Dmky2ZND29QkXdn9D_5nW0_RO_cqDDzvTJhnEHpOyYESKt6cDqejuRtMOTBC1IHQA2nbB2hHW8krzrl4iHaEk7riraov0JOcT4QQKpv6MbqgijVE1s0O_fo6G5dMCRaPcezDCCbhITroM_Yx4TiVMIS7MF5j6MGWFHP5Q2eYzJqLI44e2zTnIzj80-QCeEphLEtlQ7JzKLiLJrmM57y2SZCnOGbAeU7eWMADlGN0sY_Xt0_RI2_6DM-2d4--f3j_7fJTdfXl4-fLd1eVbZgqlbGKtV4QAtIp5tquc9Q4xZUV0nfegBReMU4F9VJ03Pi2MY3qKFNMAtiG79Hrc98pxR8z5KKHkC30vRkhzlkrwgWXjLQL-eq_JK9rLhsp7gUZEUzydgWbM2iXXeYEXi_rGky61ZToVa0-6U2tXtVqQvWidsm92AbM3QDuX2pzuQAvN8Bka3qfzGhD_ssx2gjaLpexR2_P3OIYbgIknW2A0YILaTGsXQz3fOU34BnJTQ</recordid><startdate>20090815</startdate><enddate>20090815</enddate><creator>Qin, Yufei</creator><creator>Wu, Jiang</creator><creator>Zhou, Quan</creator><creator>Xu, Zhenming</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TV</scope><scope>7U7</scope><scope>C1K</scope><scope>SOI</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope></search><sort><creationdate>20090815</creationdate><title>Quadratic nonlinear models for optimizing electrostatic separation of crushed waste printed circuit boards using response surface methodology</title><author>Qin, Yufei ; Wu, Jiang ; Zhou, Quan ; Xu, Zhenming</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c529t-ac928f600e7d92d8bbd1ad939c67fbfae76f923161f76b3af85a59b12927eec53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Applied sciences</topic><topic>Corona electrode separator</topic><topic>Electrochemical Techniques - methods</topic><topic>Electronics</topic><topic>Exact sciences and technology</topic><topic>Industrial Waste - prevention &amp; control</topic><topic>Methods</topic><topic>Pollution</topic><topic>Refuse Disposal - methods</topic><topic>Response surface methodology</topic><topic>Static Electricity</topic><topic>Waste printed circuit boards</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Qin, Yufei</creatorcontrib><creatorcontrib>Wu, Jiang</creatorcontrib><creatorcontrib>Zhou, Quan</creatorcontrib><creatorcontrib>Xu, Zhenming</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Pollution Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>Journal of hazardous materials</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Qin, Yufei</au><au>Wu, Jiang</au><au>Zhou, Quan</au><au>Xu, Zhenming</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quadratic nonlinear models for optimizing electrostatic separation of crushed waste printed circuit boards using response surface methodology</atitle><jtitle>Journal of hazardous materials</jtitle><addtitle>J Hazard Mater</addtitle><date>2009-08-15</date><risdate>2009</risdate><volume>167</volume><issue>1</issue><spage>1038</spage><epage>1043</epage><pages>1038-1043</pages><issn>0304-3894</issn><eissn>1873-3336</eissn><coden>JHMAD9</coden><abstract>The electrostatic separation has proved to be an effective and environment-friendly treatment for the recovery of crushed waste printed circuit boards (PCBs). In this paper a more sophisticated response surface methodology was applied to build quadratic models and optimize the three main factors on a roll-type electrostatic separator. The sample of granular mixture got from crushed PCB wastes (size 0.3–0.45 mm, containing 25% metal and 75% nonmetal). According to the analysis of the experiment data, some quadratic effects were found, and two quadratic models for conductor production ( C) and middling production ( M) were established. The results indicated that the high voltage level and roll speed are the most important factors for the process. Because of the existence of the quadratic effect, the highest efficiency can also be achieved at a lower voltage level (27–29 kV) compared with a maximum voltage level.</abstract><cop>Kidlington</cop><pub>Elsevier B.V</pub><pmid>19250745</pmid><doi>10.1016/j.jhazmat.2009.01.088</doi><tpages>6</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0304-3894
ispartof Journal of hazardous materials, 2009-08, Vol.167 (1), p.1038-1043
issn 0304-3894
1873-3336
language eng
recordid cdi_proquest_miscellaneous_903637208
source MEDLINE; ScienceDirect Journals (5 years ago - present)
subjects Applied sciences
Corona electrode separator
Electrochemical Techniques - methods
Electronics
Exact sciences and technology
Industrial Waste - prevention & control
Methods
Pollution
Refuse Disposal - methods
Response surface methodology
Static Electricity
Waste printed circuit boards
title Quadratic nonlinear models for optimizing electrostatic separation of crushed waste printed circuit boards using response surface methodology
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T22%3A53%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Quadratic%20nonlinear%20models%20for%20optimizing%20electrostatic%20separation%20of%20crushed%20waste%20printed%20circuit%20boards%20using%20response%20surface%20methodology&rft.jtitle=Journal%20of%20hazardous%20materials&rft.au=Qin,%20Yufei&rft.date=2009-08-15&rft.volume=167&rft.issue=1&rft.spage=1038&rft.epage=1043&rft.pages=1038-1043&rft.issn=0304-3894&rft.eissn=1873-3336&rft.coden=JHMAD9&rft_id=info:doi/10.1016/j.jhazmat.2009.01.088&rft_dat=%3Cproquest_cross%3E34437576%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=20627386&rft_id=info:pmid/19250745&rft_els_id=S0304389409001320&rfr_iscdi=true