Sliding-Mode Boundary Control of an In-Line Heating System Governed by Coupled PDE/ODE Dynamics

This present article addresses the feedback control design problem of in-line liquid flow heating units used to process silicon wafers in the semiconductor industry. A physics-based model is developed to describe the thermal behavior of the heater and the liquid circulating in it. Under sensible app...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on control systems technology Vol. 30; no. 6; pp. 2689 - 2697
Main Authors Koch, Stefan, Pilloni, Alessandro, Pisano, Alessandro, Usai, Elio
Format Journal Article
LanguageEnglish
Published New York IEEE 01.11.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This present article addresses the feedback control design problem of in-line liquid flow heating units used to process silicon wafers in the semiconductor industry. A physics-based model is developed to describe the thermal behavior of the heater and the liquid circulating in it. Under sensible approximations, process dynamics are shown to be governed by a coupled partial differential equation (PDE)/ordinary differential equation (ODE) system. A boundary control law capable of steering the fluid temperature to the desired set-point value while rejecting matched disturbances is developed. The proposed boundary control is sliding-mode-based and makes use of boundary measurements only. The convergence properties of the closed-loop system are formally demonstrated by means of Lyapunov-based analysis. In addition, the input-to-state stability (ISS) properties of the closed-loop system with respect to nonmatching boundary disturbances are investigated. To corroborate the theoretical findings, this article additionally presents the experimental results with the proposed controller implemented in the closed loop on a real in-line heating unit.
AbstractList This present article addresses the feedback control design problem of in-line liquid flow heating units used to process silicon wafers in the semiconductor industry. A physics-based model is developed to describe the thermal behavior of the heater and the liquid circulating in it. Under sensible approximations, process dynamics are shown to be governed by a coupled partial differential equation (PDE)/ordinary differential equation (ODE) system. A boundary control law capable of steering the fluid temperature to the desired set-point value while rejecting matched disturbances is developed. The proposed boundary control is sliding-mode-based and makes use of boundary measurements only. The convergence properties of the closed-loop system are formally demonstrated by means of Lyapunov-based analysis. In addition, the input-to-state stability (ISS) properties of the closed-loop system with respect to nonmatching boundary disturbances are investigated. To corroborate the theoretical findings, this article additionally presents the experimental results with the proposed controller implemented in the closed loop on a real in-line heating unit.
Author Pisano, Alessandro
Koch, Stefan
Pilloni, Alessandro
Usai, Elio
Author_xml – sequence: 1
  givenname: Stefan
  orcidid: 0000-0003-4221-0834
  surname: Koch
  fullname: Koch, Stefan
  email: stefan.koch@tugraz.at
  organization: Christian Doppler Laboratory for Model-Based Control of Complex Test Bed Systems, Institute of Automation and Control, Graz University of Technology, Graz, Austria
– sequence: 2
  givenname: Alessandro
  orcidid: 0000-0002-5146-4556
  surname: Pilloni
  fullname: Pilloni, Alessandro
  email: alessandro.pilloni@unica.it
  organization: Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
– sequence: 3
  givenname: Alessandro
  orcidid: 0000-0003-2774-626X
  surname: Pisano
  fullname: Pisano, Alessandro
  email: apisano@unica.it
  organization: Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
– sequence: 4
  givenname: Elio
  orcidid: 0000-0001-6338-2593
  surname: Usai
  fullname: Usai, Elio
  email: elio.usai@unica.it
  organization: Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
BookMark eNp9kMFOwkAQhjcGEwF9AONlE8-F3Z3ubnvUgkiCwQQ8b7bt1JSUXWyLCW9vG4gHD57mP_zfTOYbkYHzDgm552zCOYun22SznQgmxAR4qEHDFRlyKaOARUoOuswUBEqCuiGjptkxxkMp9JCYTVXmpfsM3nyO9NkfXW7rE028a2tfUV9Q6-jSBavSIX1F23Zdujk1Le7pwn9j7TCnaQ8cD1UX32fz6Xo2p7OTs_sya27JdWGrBu8uc0w-Xubb5DVYrRfL5GkVZACqDbIYeCEhlspaFJkSQgEqyCGVaZbaOBeFjUSoOZcKi0gDRhYk46nMeZGGCGPyeN57qP3XEZvW7Pyxdt1JI7TQLAShddfS51ZW-6apsTBZ2XY_9d_asjKcmd6m6W2a3qa52OxI_oc81OW-U_Uv83BmSkT87ceay1gr-AEMVIDV
CODEN IETTE2
CitedBy_id crossref_primary_10_1109_TCYB_2024_3414650
crossref_primary_10_1109_TCYB_2024_3390729
Cites_doi 10.1515/9781400835362
10.1016/j.ijheatmasstransfer.2013.01.072
10.1201/9781482234213
10.1016/j.automatica.2017.04.025
10.1002/rnc.2977
10.3934/mcrf.2020003
10.1109/TCST.2009.2028549
10.1109/TAC.2019.2901704
10.1007/978-3-319-43080-5_12
10.1007/978-3-642-84379-2
10.1016/j.jprocont.2014.02.003
10.1016/j.automatica.2012.05.041
10.1016/j.automatica.2014.10.117
10.1016/j.automatica.2014.09.006
10.1109/9.855545
10.1016/j.automatica.2018.10.021
10.1016/j.sysconle.2016.10.009
10.1109/ICMECH.2007.4280057
10.1109/CCTA41146.2020.9206290
10.1017/CBO9780511800955
10.1016/j.sysconle.2011.04.011
10.1109/ACC.2014.6858635
10.1007/978-1-4612-5561-1
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
7TB
8FD
FR3
L7M
DOI 10.1109/TCST.2022.3147373
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Electronics & Communications Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
Engineering Research Database
Advanced Technologies Database with Aerospace
DatabaseTitle CrossRef
Engineering Research Database
Technology Research Database
Mechanical & Transportation Engineering Abstracts
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
DatabaseTitleList Engineering Research Database

Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1558-0865
EndPage 2697
ExternalDocumentID 10_1109_TCST_2022_3147373
9715976
Genre orig-research
GrantInformation_xml – fundername: Fondazione di Sardegna, through the project “SISCO”
  grantid: CUP: F74I19001060007
  funderid: 10.13039/100014810
– fundername: National Foundation for Research, Technology and Development
– fundername: Austrian Federal Ministry for Digital and Economic Affairs
– fundername: Christian Doppler Research Association
– fundername: Sardinian Regional Government through the project POR SARDEGNA FSE 2014-2020-Asse III
GroupedDBID -~X
.DC
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACBEA
ACGFO
ACGFS
ACIWK
ACKIV
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
H~9
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
O9-
OCL
P2P
RIA
RIE
RNS
TN5
VH1
AAYOK
AAYXX
CITATION
RIG
7SP
7TB
8FD
FR3
L7M
ID FETCH-LOGICAL-c336t-c931f53956aae2c62263e63d3b5bcba9d2fa82471156ef873e8a3501b5d1fb4e3
IEDL.DBID RIE
ISSN 1063-6536
IngestDate Mon Jun 30 04:50:05 EDT 2025
Tue Jul 01 02:36:05 EDT 2025
Thu Apr 24 22:57:33 EDT 2025
Wed Aug 27 02:29:09 EDT 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 6
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c336t-c931f53956aae2c62263e63d3b5bcba9d2fa82471156ef873e8a3501b5d1fb4e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-6338-2593
0000-0003-4221-0834
0000-0002-5146-4556
0000-0003-2774-626X
OpenAccessLink https://hdl.handle.net/11584/348455
PQID 2727043277
PQPubID 85425
PageCount 9
ParticipantIDs crossref_citationtrail_10_1109_TCST_2022_3147373
proquest_journals_2727043277
crossref_primary_10_1109_TCST_2022_3147373
ieee_primary_9715976
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-Nov.
2022-11-00
20221101
PublicationDateYYYYMMDD 2022-11-01
PublicationDate_xml – month: 11
  year: 2022
  text: 2022-Nov.
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on control systems technology
PublicationTitleAbbrev TCST
PublicationYear 2022
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref13
ref12
ref15
ref14
Christofides (ref7) 2012
ref11
ref10
ref2
ref17
ref16
ref19
ref18
Reinhardt (ref1) 2018
ref23
ref26
ref25
ref20
ref22
ref21
Orlov (ref9) 2008
ref27
ref8
Stender (ref24) 2013
ref4
ref3
ref6
ref5
Khalil (ref28) 2002
References_xml – ident: ref8
  doi: 10.1515/9781400835362
– ident: ref23
  doi: 10.1016/j.ijheatmasstransfer.2013.01.072
– volume-title: Discontinuous Systems: LYapunov Analysis and Robust Synthesis Under Uncertainty Conditions
  year: 2008
  ident: ref9
– ident: ref22
  doi: 10.1201/9781482234213
– ident: ref25
  doi: 10.1016/j.automatica.2017.04.025
– ident: ref11
  doi: 10.1002/rnc.2977
– ident: ref18
  doi: 10.3934/mcrf.2020003
– ident: ref6
  doi: 10.1109/TCST.2009.2028549
– volume-title: Der Wärmeübergang an Strömendes Wasser in Vertikalen Rohren, in German
  year: 2013
  ident: ref24
– ident: ref17
  doi: 10.1109/TAC.2019.2901704
– ident: ref2
  doi: 10.1007/978-3-319-43080-5_12
– ident: ref27
  doi: 10.1007/978-3-642-84379-2
– ident: ref4
  doi: 10.1016/j.jprocont.2014.02.003
– ident: ref12
  doi: 10.1016/j.automatica.2012.05.041
– ident: ref19
  doi: 10.1016/j.automatica.2014.10.117
– ident: ref15
  doi: 10.1016/j.automatica.2014.09.006
– ident: ref10
  doi: 10.1109/9.855545
– ident: ref16
  doi: 10.1016/j.automatica.2018.10.021
– volume-title: Nonlinear Systems
  year: 2002
  ident: ref28
– ident: ref20
  doi: 10.1016/j.sysconle.2016.10.009
– ident: ref3
  doi: 10.1109/ICMECH.2007.4280057
– volume-title: Nonlinear and Robust Control of PDE Systems
  year: 2012
  ident: ref7
– ident: ref5
  doi: 10.1109/CCTA41146.2020.9206290
– ident: ref21
  doi: 10.1017/CBO9780511800955
– ident: ref14
  doi: 10.1016/j.sysconle.2011.04.011
– ident: ref13
  doi: 10.1109/ACC.2014.6858635
– ident: ref26
  doi: 10.1007/978-1-4612-5561-1
– volume-title: Handbook of Silicon Wafer Cleaning Technology
  year: 2018
  ident: ref1
SSID ssj0014527
Score 2.3905406
Snippet This present article addresses the feedback control design problem of in-line liquid flow heating units used to process silicon wafers in the semiconductor...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 2689
SubjectTerms Boundary control
Closed loop systems
Closed loops
Control systems
Control theory
coupled partial differential equation (PDE)/ordinary differential equation (ODE) systems
Disturbances
Feedback control
heat equation
Heating
Heating systems
in-line heating systems
Liquid flow
Mathematical models
Ordinary differential equations
Partial differential equations
Process control
Silicon wafers
Sliding mode control
Stability analysis
Steering
Thermodynamic properties
Title Sliding-Mode Boundary Control of an In-Line Heating System Governed by Coupled PDE/ODE Dynamics
URI https://ieeexplore.ieee.org/document/9715976
https://www.proquest.com/docview/2727043277
Volume 30
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3JTsMwFHwqnODAjggU5AMnhLvEie0coYsKEovUVuotsmMbIaq0Ku0Bvh47Tis2IW4-2JGTcfLe5NkzAOc65oonJsGmQRWOpCWsiQwJTkysbcRgjBr3a-DunvaG0e0oHlXgcnUWRmtdbD7TNdcsavlqki3cr7J6wmzwZXQN1ixx82e1VhWDyNuzWoZDMC1KkkGpp1kftPoDywTD0BLUiBFGvsSgwlTlx5e4CC_dbbhbTszvKnmpLeaylr1_02z878x3YKvMM9GVXxi7UNH5Hmx-Uh_ch7Q_fnaRCzs_NHRd-CvN3lDLb15HE4NEjm5ybOmqRj2XW-ZPyCucI2_RqxWSbsBiOrbNx3an_tDuoLY3uX89gGG3M2j1cOm3gDNC6BxnCWmamFjGJIQOM2ozM6IpUUTGMpMiUaER3OJnk0iqDWdEc-HqkjJWTSMjTQ5hPZ_k-ghQGFFuuCE0ljQy9t4JM00hlKCKU05kAI0lAmlWipE7T4xxWpCSRpI60FIHWlqCFsDFasjUK3H81XnfgbDqWD7_AKpLmNPyXX1NQ5vCOWFCxo5_H3UCG-7a_gRiFdbns4U-tanIXJ4Va_ADaifYWg
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3JTsMwFHxiOQAHdkRZfeCEcJc4sZ0jtEVlKSBRJG6WHdsIUaUI2gN8PXacVmxC3HywFSfj5L3Js2cADkzCNU9tim2dahwrR1hTFRGc2sS4iMEYtf7XQPeKdu7i8_vkfgqOJmdhjDHF5jNT9c2ilq8H2cj_KqulzAVfRqdh1sX9JAqntSY1gzgYtDqOQzAtipKVUlGz1mve9hwXjCJHUWNGGPkShQpblR_f4iLAnC5Bdzy1sK_kqToaqmr2_k218b9zX4bFMtNEx2FprMCUyVdh4ZP-4BqI2_6jj13YO6Khk8Jh6eUNNcP2dTSwSOboLMeOsBrU8dll_oCCxjkKJr1GI-UHjJ77rnnTateuW23UCjb3r-twd9ruNTu4dFzAGSF0iLOUNGxCHGeS0kQZdbkZMZRoohKVKZnqyEruEHRpJDWWM2K49JVJleiGVbEhGzCTD3KzCSiKKbfcEpooGlt374TZhpRaUs0pJ6oC9TECIivlyL0rRl8UtKSeCg-a8KCJErQKHE6GPActjr86r3kQJh3L51-BnTHMonxbX0XkkjgvTcjY1u-j9mGu0-teisuzq4ttmPfXCecRd2Bm-DIyuy4xGaq9Yj1-AOG526Q
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Sliding-Mode+Boundary+Control+of+an+In-Line+Heating+System+Governed+by+Coupled+PDE%2FODE+Dynamics&rft.jtitle=IEEE+transactions+on+control+systems+technology&rft.au=Koch%2C+Stefan&rft.au=Pilloni%2C+Alessandro&rft.au=Pisano%2C+Alessandro&rft.au=Usai%2C+Elio&rft.date=2022-11-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=1063-6536&rft.eissn=1558-0865&rft.volume=30&rft.issue=6&rft.spage=2689&rft_id=info:doi/10.1109%2FTCST.2022.3147373&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1063-6536&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1063-6536&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1063-6536&client=summon