A mathematical programming approach for cyclic production and cleaning scheduling of multistage continuous plants
The objective of this paper is to address the cyclic scheduling of cleaning and production operations in multiproduct multistage plants with performance decay. A mixed-integer nonlinear programming (MINLP) model based on continuous time representation is proposed that can simultaneously optimize the...
Saved in:
| Published in: | Computers & chemical engineering Vol. 28; no. 1; pp. 3 - 15 |
|---|---|
| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Ltd
01.01.2004
|
| Subjects: | |
| ISSN: | 0098-1354, 1873-4375 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | The objective of this paper is to address the cyclic scheduling of cleaning and production operations in multiproduct multistage plants with performance decay. A mixed-integer nonlinear programming (MINLP) model based on continuous time representation is proposed that can simultaneously optimize the production and cleaning scheduling. The resulting mathematical model has a linear objective function to be maximized over a convex solution space thus allowing globally optimal solutions to be obtained with an outer approximation algorithm. Case studies demonstrate the applicability of the model and its potential benefits in comparison with a hierarchical procedure for the production and cleaning scheduling problem. |
|---|---|
| AbstractList | The objective of this paper is to address the cyclic scheduling of cleaning and production operations in multiproduct multistage plants with performance decay. A mixed-integer nonlinear programming (MINLP) model based on continuous time representation is proposed that can simultaneously optimize the production and cleaning scheduling. The resulting mathematical model has a linear objective function to be maximized over a convex solution space thus allowing globally optimal solutions to be obtained with an outer approximation algorithm. Case studies demonstrate the applicability of the model and its potential benefits in comparison with a hierarchical procedure for the production and cleaning scheduling problem. |
| Author | Alle, Alessandro Papageorgiou, Lazaros G. Pinto, Jose M. |
| Author_xml | – sequence: 1 givenname: Alessandro surname: Alle fullname: Alle, Alessandro organization: Department of Chemical Engineering, University of Sao Paulo, Av. Prof. Luciano Gualberto t. 3 n. 380, Sao Paulo, SP 05508-900 Brazil – sequence: 2 givenname: Lazaros G. surname: Papageorgiou fullname: Papageorgiou, Lazaros G. email: l.papageorgiou@ucl.ac.uk organization: Centre for Process Systems Engineering, Department of Chemical Engineering, UCL (University College London), Torrington Place, London WC1E 7JE, UK – sequence: 3 givenname: Jose M. surname: Pinto fullname: Pinto, Jose M. organization: Department of Chemical Engineering, University of Sao Paulo, Av. Prof. Luciano Gualberto t. 3 n. 380, Sao Paulo, SP 05508-900 Brazil |
| BookMark | eNqFkE1LJDEQhsOisKPuT1jIaXEPvSadzsfgYRHZD0HwoJ5DppKeyZJOxiS94L_ftLN48OIllaLet3jrOUFHMUWH0GdKvlFCxcU9IWvVUcaHc8K-EkIl7cQHtKJKsm5gkh-h1avkIzop5Q8hpB-UWqGnKzyZunPt8WAC3ue0zWaafNxis2-dgR0eU8bwDMHDMrczVJ8iNtFiCM7ERVtg5-wclm8a8TSH6ks1W4chxerjnOaC98HEWs7Q8WhCcZ_-11P0-PPHw_Xv7vbu18311W0HjKnaDWZDxUaulR2NAC64E5xSK-zAqaLKEWJh7C2T40ZRu1Zc9MpwENB6MzBgp-jLYW-L_DS7UvXkC7jQQriWRveql1xK2YSXByHkVEp2owZfzXJizcYHTYleMOsXzHphqAnTL5i1aG7-xr3PfjL5-V3f94PPNQZ_vcu6gHcRnPXZQdU2-Xc2_AOQ7pnd |
| CitedBy_id | crossref_primary_10_1016_j_cep_2004_11_001 crossref_primary_10_1016_j_cep_2006_05_015 crossref_primary_10_1007_s10626_008_0038_3 crossref_primary_10_1080_08927020600612213 crossref_primary_10_1016_j_compchemeng_2015_09_019 crossref_primary_10_1080_00207543_2013_808773 crossref_primary_10_1016_j_cherd_2018_08_021 crossref_primary_10_1016_j_compchemeng_2015_01_015 crossref_primary_10_1007_s10479_007_0265_2 crossref_primary_10_1016_j_compchemeng_2005_05_017 crossref_primary_10_1016_j_compchemeng_2016_07_023 crossref_primary_10_1016_j_compchemeng_2023_108286 crossref_primary_10_1205_cherd_05066 crossref_primary_10_1007_s10287_009_0096_5 crossref_primary_10_1016_j_apenergy_2016_08_060 crossref_primary_10_1016_j_compchemeng_2008_09_023 crossref_primary_10_1002_ceat_200700168 crossref_primary_10_1016_j_compchemeng_2007_07_010 crossref_primary_10_1016_j_compchemeng_2017_03_008 crossref_primary_10_1016_j_compchemeng_2018_04_030 crossref_primary_10_1016_j_ejor_2006_06_040 |
| Cites_doi | 10.1016/S0098-1354(96)00327-4 10.1021/ie00040a019 10.1205/026387600527194 10.1002/aic.690440714 10.1002/cjce.5450570519 10.1016/0098-1354(93)E0021-Z 10.1021/ie0106480 10.1287/ijoc.6.2.207 10.1016/0098-1354(90)87085-4 10.1021/ie990166c 10.1205/026387698524677 10.1016/0098-1354(93)80015-F 10.1021/ef010052p |
| ContentType | Journal Article |
| Copyright | 2003 Elsevier Ltd |
| Copyright_xml | – notice: 2003 Elsevier Ltd |
| DBID | AAYXX CITATION 7SC 8FD JQ2 L7M L~C L~D |
| DOI | 10.1016/S0098-1354(03)00171-6 |
| DatabaseName | CrossRef Computer and Information Systems Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
| DatabaseTitle | CrossRef Computer and Information Systems Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Advanced Technologies Database with Aerospace ProQuest Computer Science Collection Computer and Information Systems Abstracts Professional |
| DatabaseTitleList | Computer and Information Systems Abstracts |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1873-4375 |
| EndPage | 15 |
| ExternalDocumentID | 10_1016_S0098_1354_03_00171_6 S0098135403001716 |
| GroupedDBID | --K --M .DC .~1 0R~ 1B1 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAIAV AAIKC AAIKJ AAKOC AALRI AAMNW AAOAW AAQFI AAQXK AAXUO ABFNM ABJNI ABMAC ABNUV ABTAH ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ADBBV ADEWK ADEZE ADMUD ADTZH AEBSH AECPX AEKER AENEX AFFNX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHPOS AI. AIEXJ AIKHN AITUG AJBFU AJOXV AKURH ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ASPBG AVWKF AXJTR AZFZN BBWZM BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD ENUVR EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-Q GBLVA HLY HLZ HVGLF HZ~ IHE J1W JJJVA KOM LG9 LX7 M41 MO0 N9A NDZJH O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SBC SCE SDF SDG SDP SES SEW SPC SPCBC SSG SST SSZ T5K VH1 WUQ ZY4 ~G- 9DU AATTM AAXKI AAYWO AAYXX ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP CITATION EFKBS ~HD 7SC 8FD JQ2 L7M L~C L~D |
| ID | FETCH-LOGICAL-c338t-4ab16b798dfa6c565e6511d6d451818e00dcf2d37fb81d985628a5c6cfb8a43c3 |
| ISICitedReferencesCount | 39 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000187895900002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0098-1354 |
| IngestDate | Thu Oct 02 10:59:11 EDT 2025 Tue Nov 18 21:39:55 EST 2025 Sat Nov 29 05:10:36 EST 2025 Fri Feb 23 02:24:18 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | MINLP Cyclic production and cleaning scheduling Multistage continuous plants |
| Language | English |
| License | https://www.elsevier.com/tdm/userlicense/1.0 |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c338t-4ab16b798dfa6c565e6511d6d451818e00dcf2d37fb81d985628a5c6cfb8a43c3 |
| Notes | ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
| PQID | 28275777 |
| PQPubID | 23500 |
| PageCount | 13 |
| ParticipantIDs | proquest_miscellaneous_28275777 crossref_citationtrail_10_1016_S0098_1354_03_00171_6 crossref_primary_10_1016_S0098_1354_03_00171_6 elsevier_sciencedirect_doi_10_1016_S0098_1354_03_00171_6 |
| PublicationCentury | 2000 |
| PublicationDate | 20040101 |
| PublicationDateYYYYMMDD | 2004-01-01 |
| PublicationDate_xml | – month: 01 year: 2004 text: 20040101 day: 01 |
| PublicationDecade | 2000 |
| PublicationTitle | Computers & chemical engineering |
| PublicationYear | 2004 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Smaili, Vassiliadis, Wilson (BIB17) 2001; 15 Kondili, Pantelides, Sargent (BIB11) 1993; 17 Casado (BIB3) 1990; 69 Dedopoulos, Shah (BIB4) 1995; 34 Drud (BIB5) 1992; 6 Jain, Grossmann (BIB10) 1998; 44 Pinto, Grossmann (BIB13) 1994; 18 Alle, Pinto (BIB1) 2002; 41 Viswanathan, Grossmann (BIB18) 1990; 14 Sanmartı́, Espuña, Puigjaner (BIB14) 1997; 21 Georgiadis, Papageorgiou (BIB7) 2000; 78 Georgiadis, Papageorgiou, Macchietto (BIB8) 2000; 39 Muller-Steinhagen (BIB12) 1998; 76 Sheikh, Zubari, Haq, Budair (BIB15) 1996; 118 ILOG CPLEX 7.0. User's manual. ILOG Co., 2001. Smaili, Angadi, Hatch, Herbert, Vassiliadis, Wilson (BIB16) 1999; 77 Brooke, Kendrick, Meeraus (BIB2) 1998 Epstein (BIB6) 1979; 57 Brooke (10.1016/S0098-1354(03)00171-6_BIB2) 1998 Dedopoulos (10.1016/S0098-1354(03)00171-6_BIB4) 1995; 34 Epstein (10.1016/S0098-1354(03)00171-6_BIB6) 1979; 57 Georgiadis (10.1016/S0098-1354(03)00171-6_BIB7) 2000; 78 Muller-Steinhagen (10.1016/S0098-1354(03)00171-6_BIB12) 1998; 76 Georgiadis (10.1016/S0098-1354(03)00171-6_BIB8) 2000; 39 Jain (10.1016/S0098-1354(03)00171-6_BIB10) 1998; 44 Sanmartı́ (10.1016/S0098-1354(03)00171-6_BIB14) 1997; 21 Smaili (10.1016/S0098-1354(03)00171-6_BIB17) 2001; 15 Pinto (10.1016/S0098-1354(03)00171-6_BIB13) 1994; 18 Smaili (10.1016/S0098-1354(03)00171-6_BIB16) 1999; 77 Kondili (10.1016/S0098-1354(03)00171-6_BIB11) 1993; 17 Drud (10.1016/S0098-1354(03)00171-6_BIB5) 1992; 6 Sheikh (10.1016/S0098-1354(03)00171-6_BIB15) 1996; 118 Casado (10.1016/S0098-1354(03)00171-6_BIB3) 1990; 69 Viswanathan (10.1016/S0098-1354(03)00171-6_BIB18) 1990; 14 Alle (10.1016/S0098-1354(03)00171-6_BIB1) 2002; 41 10.1016/S0098-1354(03)00171-6_BIB9 |
| References_xml | – volume: 15 start-page: 1038 year: 2001 end-page: 1056 ident: BIB17 article-title: Mitigation of fouling in refinery heat exchanger networks by optimal management of cleaning publication-title: Energy and Fuels – volume: 57 start-page: 659 year: 1979 end-page: 661 ident: BIB6 article-title: Optimum evaporator cycle with scale formation publication-title: Canadian Journal of Chemical Engineering – volume: 18 start-page: 797 year: 1994 end-page: 816 ident: BIB13 article-title: Optimal cyclic scheduling of multistage multiproduct plants publication-title: Computers and Chemical Engineering – volume: 21 start-page: 1157 year: 1997 end-page: 1168 ident: BIB14 article-title: Batch production and preventive scheduling under equipment failure uncertainty publication-title: Computers and Chemical Engineering – volume: 69 start-page: 71 year: 1990 end-page: 76 ident: BIB3 article-title: Model optimizes exchanger cleaning publication-title: Hydrocarbon Process – volume: 39 start-page: 441 year: 2000 end-page: 454 ident: BIB8 article-title: Optimal cleaning policies in heat exchanger networks under rapid fouling publication-title: Industrial and Engineering Chemistry and Research – volume: 34 start-page: 192 year: 1995 end-page: 201 ident: BIB4 article-title: Optimal short-term scheduling of maintenance and production for multipurpose plants publication-title: Industrial and Engineering Chemistry and Research – volume: 14 start-page: 769 year: 1990 end-page: 782 ident: BIB18 article-title: A combined penalty function and outer approximation method for MINLP optimization publication-title: Computers and Chemical Engineering – volume: 41 start-page: 2689 year: 2002 end-page: 2704 ident: BIB1 article-title: Mixed-integer programming models for the scheduling and operational optimization of multiproduct continuous plants publication-title: Industrial and Engineering Chemistry and Research – reference: ILOG CPLEX 7.0. User's manual. ILOG Co., 2001. – volume: 6 start-page: 207 year: 1992 end-page: 216 ident: BIB5 article-title: CONOPT — A large-scale GRG code publication-title: ORSA Journal of Computing – volume: 17 start-page: 211 year: 1993 end-page: 227 ident: BIB11 article-title: A general algorihm for short term publication-title: Computers and Chemical Engineering – year: 1998 ident: BIB2 publication-title: GAMS—A Users' Guide – volume: 78 start-page: 168 year: 2000 end-page: 179 ident: BIB7 article-title: Optimal energy and cleaning management in heat exchanger networks under fouling publication-title: Chemical Engineering Research and Design – volume: 44 start-page: 1623 year: 1998 end-page: 1636 ident: BIB10 article-title: Cyclic scheduling of continuous parallel process units with decaying performance publication-title: American Institute of Chemical Engineering Journal – volume: 118 start-page: 306 year: 1996 end-page: 312 ident: BIB15 article-title: Reliability-based maintenance strategies for heat-exchangers subject to fouling publication-title: Transactions of the ASME – volume: 76 start-page: 97 year: 1998 end-page: 107 ident: BIB12 article-title: Mitigation of process heat exchanger fouling publication-title: Chemical Engineering Research and Design – volume: 77 start-page: 159 year: 1999 end-page: 164 ident: BIB16 article-title: Optimization of scheduling of cleaning in heat exchanger networks subject to fouling: sugar industry case study publication-title: Chemical Engineering Research and Design – volume: 21 start-page: 1157 year: 1997 ident: 10.1016/S0098-1354(03)00171-6_BIB14 article-title: Batch production and preventive scheduling under equipment failure uncertainty publication-title: Computers and Chemical Engineering doi: 10.1016/S0098-1354(96)00327-4 – volume: 69 start-page: 71 year: 1990 ident: 10.1016/S0098-1354(03)00171-6_BIB3 article-title: Model optimizes exchanger cleaning publication-title: Hydrocarbon Process – year: 1998 ident: 10.1016/S0098-1354(03)00171-6_BIB2 – volume: 34 start-page: 192 year: 1995 ident: 10.1016/S0098-1354(03)00171-6_BIB4 article-title: Optimal short-term scheduling of maintenance and production for multipurpose plants publication-title: Industrial and Engineering Chemistry and Research doi: 10.1021/ie00040a019 – volume: 78 start-page: 168 year: 2000 ident: 10.1016/S0098-1354(03)00171-6_BIB7 article-title: Optimal energy and cleaning management in heat exchanger networks under fouling publication-title: Chemical Engineering Research and Design doi: 10.1205/026387600527194 – volume: 118 start-page: 306 year: 1996 ident: 10.1016/S0098-1354(03)00171-6_BIB15 article-title: Reliability-based maintenance strategies for heat-exchangers subject to fouling publication-title: Transactions of the ASME – volume: 44 start-page: 1623 year: 1998 ident: 10.1016/S0098-1354(03)00171-6_BIB10 article-title: Cyclic scheduling of continuous parallel process units with decaying performance publication-title: American Institute of Chemical Engineering Journal doi: 10.1002/aic.690440714 – volume: 57 start-page: 659 year: 1979 ident: 10.1016/S0098-1354(03)00171-6_BIB6 article-title: Optimum evaporator cycle with scale formation publication-title: Canadian Journal of Chemical Engineering doi: 10.1002/cjce.5450570519 – volume: 18 start-page: 797 year: 1994 ident: 10.1016/S0098-1354(03)00171-6_BIB13 article-title: Optimal cyclic scheduling of multistage multiproduct plants publication-title: Computers and Chemical Engineering doi: 10.1016/0098-1354(93)E0021-Z – volume: 41 start-page: 2689 year: 2002 ident: 10.1016/S0098-1354(03)00171-6_BIB1 article-title: Mixed-integer programming models for the scheduling and operational optimization of multiproduct continuous plants publication-title: Industrial and Engineering Chemistry and Research doi: 10.1021/ie0106480 – volume: 6 start-page: 207 year: 1992 ident: 10.1016/S0098-1354(03)00171-6_BIB5 article-title: CONOPT — A large-scale GRG code publication-title: ORSA Journal of Computing doi: 10.1287/ijoc.6.2.207 – ident: 10.1016/S0098-1354(03)00171-6_BIB9 – volume: 77 start-page: 159 year: 1999 ident: 10.1016/S0098-1354(03)00171-6_BIB16 article-title: Optimization of scheduling of cleaning in heat exchanger networks subject to fouling: sugar industry case study publication-title: Chemical Engineering Research and Design – volume: 14 start-page: 769 year: 1990 ident: 10.1016/S0098-1354(03)00171-6_BIB18 article-title: A combined penalty function and outer approximation method for MINLP optimization publication-title: Computers and Chemical Engineering doi: 10.1016/0098-1354(90)87085-4 – volume: 39 start-page: 441 year: 2000 ident: 10.1016/S0098-1354(03)00171-6_BIB8 article-title: Optimal cleaning policies in heat exchanger networks under rapid fouling publication-title: Industrial and Engineering Chemistry and Research doi: 10.1021/ie990166c – volume: 76 start-page: 97 year: 1998 ident: 10.1016/S0098-1354(03)00171-6_BIB12 article-title: Mitigation of process heat exchanger fouling publication-title: Chemical Engineering Research and Design doi: 10.1205/026387698524677 – volume: 17 start-page: 211 year: 1993 ident: 10.1016/S0098-1354(03)00171-6_BIB11 article-title: A general algorihm for short term scheduling of batch operations 1. MILP formulation publication-title: Computers and Chemical Engineering doi: 10.1016/0098-1354(93)80015-F – volume: 15 start-page: 1038 year: 2001 ident: 10.1016/S0098-1354(03)00171-6_BIB17 article-title: Mitigation of fouling in refinery heat exchanger networks by optimal management of cleaning publication-title: Energy and Fuels doi: 10.1021/ef010052p |
| SSID | ssj0002488 |
| Score | 1.895074 |
| Snippet | The objective of this paper is to address the cyclic scheduling of cleaning and production operations in multiproduct multistage plants with performance decay.... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 3 |
| SubjectTerms | Cyclic production and cleaning scheduling MINLP Multistage continuous plants |
| Title | A mathematical programming approach for cyclic production and cleaning scheduling of multistage continuous plants |
| URI | https://dx.doi.org/10.1016/S0098-1354(03)00171-6 https://www.proquest.com/docview/28275777 |
| Volume | 28 |
| WOSCitedRecordID | wos000187895900002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-4375 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002488 issn: 0098-1354 databaseCode: AIEXJ dateStart: 19950611 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lj9MwELbKLgc4rHiKZXn4QCUQCpvGaWwfK2gFaFVWoiv1ZjmOvaqUTbulXS3_gJ_NOLaT8FLhwCVqo9ppZ76Ox-OZbxB6kdFUxwNTRHEsdZQm-SDiPJURMbb02gx0YfK62QSdTtl8zk97vW-hFuaqpFXFrq_56r-qGu6Bsm3p7D-ou5kUbsBrUDpcQe1w_SvFj15fNFSstszKJWBd1MWInkC8zi1UX5UluF45yteQlQyTyTpUArteWIVKnxRd5x2CI3nuktsX1damzq5K6ZmgGrID3yTiSw0pFdgIdMt62CCsLH-MpZ5Ka9uW6_PFcltHCzptvxbVxp0Q-eBtCFOknTCFN70ctqvEMUYH05uwLsR8HaSzpKSzJLuCz1-MvYs7fG5m7ttOW_2E1xxA0W8ItqefxOTs5ETMxvNZn0xWl5HtPmZP6fvknUPCDbSf0CEH-7g_-jCef2xW9SRlLPCv2oe11WDH7Td4GZNX_ul_8nN-WvFrN2Z2Bx34_QceOdzcRT1d3UO3O6yU99HlCHcRhDsIwgFBGBCEHYJwiyAMCMIBQbhFEF4a3CIItwjCDkEP0NlkPHv7PvKdOSJFCNtEqcwHWU45K4zMFOwJdAaOe5EV6RA8RqbjuFAmKQg1OeyHOAMnm8mhyhS8lylR5CHaq5aVfoQwN1rBgmxiqiw3Zs4NyN8QOtAyzWkhD1Ea5CiUp6233VNK0eYngviFFb-IiajFL7JD9KYZtnK8LbsGsKAk4Z1P51QKgNuuoc-DUgUYZ3viJisNQhQJgx9DKX288xNH6Fb7r3mC9jbrrX6KbqorUM36mQfjd4bIry8 |
| linkProvider | Elsevier |
| 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=A+mathematical+programming+approach+for+cyclic+production+and+cleaning+scheduling+of+multistage+continuous+plants&rft.jtitle=Computers+%26+chemical+engineering&rft.au=Alle%2C+A&rft.au=Papageorgiou%2C+L+G&rft.au=Pinto%2C+J+M&rft.date=2004-01-01&rft.issn=0098-1354&rft.volume=28&rft.issue=1-2&rft.spage=3&rft.epage=15&rft_id=info:doi/10.1016%2FS0098-1354%2803%2900171-6&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0098-1354&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0098-1354&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0098-1354&client=summon |