Numerical modelling for the diameter increase of silicon crystals grown with the pedestal method

•The pedestal method for silicon crystal growth was modelled numerically.•High-frequency inductor was optimized via gradient descent method.•Middle-frequency inductor was used to increase the depth of the melting front.•Crystal diameters from 20 mm to 100 mm were considered. The pedestal method is o...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of crystal growth 2021-06, Vol.563, p.126095, Article 126095
Hauptverfasser: Surovovs, Kirils, Kravtsov, Anatoly, Virbulis, Janis
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page 126095
container_title Journal of crystal growth
container_volume 563
creator Surovovs, Kirils
Kravtsov, Anatoly
Virbulis, Janis
description •The pedestal method for silicon crystal growth was modelled numerically.•High-frequency inductor was optimized via gradient descent method.•Middle-frequency inductor was used to increase the depth of the melting front.•Crystal diameters from 20 mm to 100 mm were considered. The pedestal method is one of crucible-free crystal growth methods, that has been less researched than the well-known floating zone (FZ) method. However, the pedestal method may be a cost-effective alternative to FZ, if large diameter feed rods are available. The investigated system contains two electromagnetic inductors: high-frequency inductor for pedestal top surface melting and middle-frequency inductor for pedestal side heating. The present work describes recent advances in numerical modelling of heat transfer and phase boundaries in axially symmetrical approximation, neglecting the melt flow. The shape of high-frequency inductor was optimized with the algorithm of gradient descent. As the risk of melt freezing is substantial during both the seeding and the cylindrical phase, the distance between the centres of melting and crystallization interfaces was used as a target function. Optimal inductor geometry and system geometrical parameters were obtained for systems with crystal diameters from 20 mm to 100 mm, thus sketching a pathway for crystal diameter increase in industrial growth system prototypes.
doi_str_mv 10.1016/j.jcrysgro.2021.126095
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2549051147</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0022024821000713</els_id><sourcerecordid>2549051147</sourcerecordid><originalsourceid>FETCH-LOGICAL-c340t-cda1272aa2bc2fa23a36831ee2ec0e8100c7f963e8da0f2b8e1bb0200850ae353</originalsourceid><addsrcrecordid>eNqFkMtOwzAQRS0EEqXwC8gS64SxnVd3oIqXhGADa-PYk9ZREhc7perf41BYs5lZzD1zZy4hlwxSBqy4btNW-31YeZdy4CxlvIBFfkRmrCpFkgPwYzKLlSfAs-qUnIXQAkSSwYx8vGx79FarjvbOYNfZYUUb5-m4Rmqs6nFET-2gPaqA1DU02M5qN9DJc1RdoNF4N9CdHdc_0AYNTgMa0bUz5-SkiSq8-O1z8n5_97Z8TJ5fH56Wt8-JFhmMiTaK8ZIrxWvNG8WFEkUlGCJHDVgxAF02i0JgZRQ0vK6Q1TVwgCoHhSIXc3J12Lvx7nMbL5Ct2_ohWkqeZwvIGcvKqCoOKu1dCB4bufG2V34vGcgpTdnKvzTllKY8pBnBmwOI8Ycvi14GbXHQaKxHPUrj7H8rvgGLCoLc</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2549051147</pqid></control><display><type>article</type><title>Numerical modelling for the diameter increase of silicon crystals grown with the pedestal method</title><source>Elsevier ScienceDirect Journals</source><creator>Surovovs, Kirils ; Kravtsov, Anatoly ; Virbulis, Janis</creator><creatorcontrib>Surovovs, Kirils ; Kravtsov, Anatoly ; Virbulis, Janis</creatorcontrib><description>•The pedestal method for silicon crystal growth was modelled numerically.•High-frequency inductor was optimized via gradient descent method.•Middle-frequency inductor was used to increase the depth of the melting front.•Crystal diameters from 20 mm to 100 mm were considered. The pedestal method is one of crucible-free crystal growth methods, that has been less researched than the well-known floating zone (FZ) method. However, the pedestal method may be a cost-effective alternative to FZ, if large diameter feed rods are available. The investigated system contains two electromagnetic inductors: high-frequency inductor for pedestal top surface melting and middle-frequency inductor for pedestal side heating. The present work describes recent advances in numerical modelling of heat transfer and phase boundaries in axially symmetrical approximation, neglecting the melt flow. The shape of high-frequency inductor was optimized with the algorithm of gradient descent. As the risk of melt freezing is substantial during both the seeding and the cylindrical phase, the distance between the centres of melting and crystallization interfaces was used as a target function. Optimal inductor geometry and system geometrical parameters were obtained for systems with crystal diameters from 20 mm to 100 mm, thus sketching a pathway for crystal diameter increase in industrial growth system prototypes.</description><identifier>ISSN: 0022-0248</identifier><identifier>EISSN: 1873-5002</identifier><identifier>DOI: 10.1016/j.jcrysgro.2021.126095</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Algorithms ; Crucibles ; Crystal growth ; Crystallization ; Crystals ; Freezing ; Inductors ; Mathematical models ; Numerical modelling ; Pedestal method ; Side heating ; Silicon single crystals</subject><ispartof>Journal of crystal growth, 2021-06, Vol.563, p.126095, Article 126095</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright Elsevier BV Jun 1, 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c340t-cda1272aa2bc2fa23a36831ee2ec0e8100c7f963e8da0f2b8e1bb0200850ae353</citedby><cites>FETCH-LOGICAL-c340t-cda1272aa2bc2fa23a36831ee2ec0e8100c7f963e8da0f2b8e1bb0200850ae353</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022024821000713$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Surovovs, Kirils</creatorcontrib><creatorcontrib>Kravtsov, Anatoly</creatorcontrib><creatorcontrib>Virbulis, Janis</creatorcontrib><title>Numerical modelling for the diameter increase of silicon crystals grown with the pedestal method</title><title>Journal of crystal growth</title><description>•The pedestal method for silicon crystal growth was modelled numerically.•High-frequency inductor was optimized via gradient descent method.•Middle-frequency inductor was used to increase the depth of the melting front.•Crystal diameters from 20 mm to 100 mm were considered. The pedestal method is one of crucible-free crystal growth methods, that has been less researched than the well-known floating zone (FZ) method. However, the pedestal method may be a cost-effective alternative to FZ, if large diameter feed rods are available. The investigated system contains two electromagnetic inductors: high-frequency inductor for pedestal top surface melting and middle-frequency inductor for pedestal side heating. The present work describes recent advances in numerical modelling of heat transfer and phase boundaries in axially symmetrical approximation, neglecting the melt flow. The shape of high-frequency inductor was optimized with the algorithm of gradient descent. As the risk of melt freezing is substantial during both the seeding and the cylindrical phase, the distance between the centres of melting and crystallization interfaces was used as a target function. Optimal inductor geometry and system geometrical parameters were obtained for systems with crystal diameters from 20 mm to 100 mm, thus sketching a pathway for crystal diameter increase in industrial growth system prototypes.</description><subject>Algorithms</subject><subject>Crucibles</subject><subject>Crystal growth</subject><subject>Crystallization</subject><subject>Crystals</subject><subject>Freezing</subject><subject>Inductors</subject><subject>Mathematical models</subject><subject>Numerical modelling</subject><subject>Pedestal method</subject><subject>Side heating</subject><subject>Silicon single crystals</subject><issn>0022-0248</issn><issn>1873-5002</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkMtOwzAQRS0EEqXwC8gS64SxnVd3oIqXhGADa-PYk9ZREhc7perf41BYs5lZzD1zZy4hlwxSBqy4btNW-31YeZdy4CxlvIBFfkRmrCpFkgPwYzKLlSfAs-qUnIXQAkSSwYx8vGx79FarjvbOYNfZYUUb5-m4Rmqs6nFET-2gPaqA1DU02M5qN9DJc1RdoNF4N9CdHdc_0AYNTgMa0bUz5-SkiSq8-O1z8n5_97Z8TJ5fH56Wt8-JFhmMiTaK8ZIrxWvNG8WFEkUlGCJHDVgxAF02i0JgZRQ0vK6Q1TVwgCoHhSIXc3J12Lvx7nMbL5Ct2_ohWkqeZwvIGcvKqCoOKu1dCB4bufG2V34vGcgpTdnKvzTllKY8pBnBmwOI8Ycvi14GbXHQaKxHPUrj7H8rvgGLCoLc</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Surovovs, Kirils</creator><creator>Kravtsov, Anatoly</creator><creator>Virbulis, Janis</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>L7M</scope></search><sort><creationdate>20210601</creationdate><title>Numerical modelling for the diameter increase of silicon crystals grown with the pedestal method</title><author>Surovovs, Kirils ; Kravtsov, Anatoly ; Virbulis, Janis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c340t-cda1272aa2bc2fa23a36831ee2ec0e8100c7f963e8da0f2b8e1bb0200850ae353</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Crucibles</topic><topic>Crystal growth</topic><topic>Crystallization</topic><topic>Crystals</topic><topic>Freezing</topic><topic>Inductors</topic><topic>Mathematical models</topic><topic>Numerical modelling</topic><topic>Pedestal method</topic><topic>Side heating</topic><topic>Silicon single crystals</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Surovovs, Kirils</creatorcontrib><creatorcontrib>Kravtsov, Anatoly</creatorcontrib><creatorcontrib>Virbulis, Janis</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Journal of crystal growth</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Surovovs, Kirils</au><au>Kravtsov, Anatoly</au><au>Virbulis, Janis</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Numerical modelling for the diameter increase of silicon crystals grown with the pedestal method</atitle><jtitle>Journal of crystal growth</jtitle><date>2021-06-01</date><risdate>2021</risdate><volume>563</volume><spage>126095</spage><pages>126095-</pages><artnum>126095</artnum><issn>0022-0248</issn><eissn>1873-5002</eissn><abstract>•The pedestal method for silicon crystal growth was modelled numerically.•High-frequency inductor was optimized via gradient descent method.•Middle-frequency inductor was used to increase the depth of the melting front.•Crystal diameters from 20 mm to 100 mm were considered. The pedestal method is one of crucible-free crystal growth methods, that has been less researched than the well-known floating zone (FZ) method. However, the pedestal method may be a cost-effective alternative to FZ, if large diameter feed rods are available. The investigated system contains two electromagnetic inductors: high-frequency inductor for pedestal top surface melting and middle-frequency inductor for pedestal side heating. The present work describes recent advances in numerical modelling of heat transfer and phase boundaries in axially symmetrical approximation, neglecting the melt flow. The shape of high-frequency inductor was optimized with the algorithm of gradient descent. As the risk of melt freezing is substantial during both the seeding and the cylindrical phase, the distance between the centres of melting and crystallization interfaces was used as a target function. Optimal inductor geometry and system geometrical parameters were obtained for systems with crystal diameters from 20 mm to 100 mm, thus sketching a pathway for crystal diameter increase in industrial growth system prototypes.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.jcrysgro.2021.126095</doi></addata></record>
fulltext fulltext
identifier ISSN: 0022-0248
ispartof Journal of crystal growth, 2021-06, Vol.563, p.126095, Article 126095
issn 0022-0248
1873-5002
language eng
recordid cdi_proquest_journals_2549051147
source Elsevier ScienceDirect Journals
subjects Algorithms
Crucibles
Crystal growth
Crystallization
Crystals
Freezing
Inductors
Mathematical models
Numerical modelling
Pedestal method
Side heating
Silicon single crystals
title Numerical modelling for the diameter increase of silicon crystals grown with the pedestal method
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-01T00%3A06%3A22IST&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=Numerical%20modelling%20for%20the%20diameter%20increase%20of%20silicon%20crystals%20grown%20with%20the%20pedestal%20method&rft.jtitle=Journal%20of%20crystal%20growth&rft.au=Surovovs,%20Kirils&rft.date=2021-06-01&rft.volume=563&rft.spage=126095&rft.pages=126095-&rft.artnum=126095&rft.issn=0022-0248&rft.eissn=1873-5002&rft_id=info:doi/10.1016/j.jcrysgro.2021.126095&rft_dat=%3Cproquest_cross%3E2549051147%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=2549051147&rft_id=info:pmid/&rft_els_id=S0022024821000713&rfr_iscdi=true