Simulated Annealing Approach to the Optimal Synthesis of Distillation Column with Intermediate Heat Exchangers
This article presents a simulated annealing-based approach to the optimal synthesis of distillation column considering intermediate heat exchangers arrangements. T-he number of intermediate condensers and/or intermediate reboilers, the placement locations, the.operating pressure of column, and the h...
Saved in:
| Published in | Chinese journal of chemical engineering Vol. 16; no. 1; pp. 30 - 35 |
|---|---|
| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.02.2008
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1004-9541 2210-321X |
| DOI | 10.1016/S1004-9541(08)60031-2 |
Cover
| Abstract | This article presents a simulated annealing-based approach to the optimal synthesis of distillation column considering intermediate heat exchangers arrangements. T-he number of intermediate condensers and/or intermediate reboilers, the placement locations, the.operating pressure of column, and the heat duties of intermediate heat exchangers are treated as optimization variables. A novel coding procedure making use of an integer number series is proposed to represent and manipulate the structure of system and a stage-to-stage method is used for column design and cost calculation. With the representation procedure, the synthesis problem is formulated as a mixed integer nonlinear programming （MINLP） problem, which can then be solved with an improved simulated annealing algorithm. Two examples are illustrated to show the effectiveness of the suggested approach. |
|---|---|
| AbstractList | This article presents a simulated annealing-based approach to the optimal synthesis of distillation column considering intermediate heat exchangers arrangements. T-he number of intermediate condensers and/or intermediate reboilers, the placement locations, the.operating pressure of column, and the heat duties of intermediate heat exchangers are treated as optimization variables. A novel coding procedure making use of an integer number series is proposed to represent and manipulate the structure of system and a stage-to-stage method is used for column design and cost calculation. With the representation procedure, the synthesis problem is formulated as a mixed integer nonlinear programming （MINLP） problem, which can then be solved with an improved simulated annealing algorithm. Two examples are illustrated to show the effectiveness of the suggested approach. This article presents a simulated annealing-based approach to the optimal synthesis of distillation column considering intermediate heat exchangers arrangements. The number of intermediate condensers and/or intermediate reboilers, the placement locations, the operating pressure of column, and the heat duties of intermediate heat exchangers are treated as optimization variables. A novel coding procedure making use of an integer number series is proposed to represent and manipulate the structure of system and a stage-to-stage method is used for column design and cost calculation. With the representation procedure, the synthesis problem is formulated as a mixed integer nonlinear programming (MINLP) problem, which can then be solved with an improved simulated annealing algorithm. Two examples are illustrated to show the effectiveness of the suggested approach. |
| Author | 安维中 于凤娟 董凤蕾 胡仰栋 |
| AuthorAffiliation | Department of Chemical Engineering, Ocean University of China, Qingdao 266100, China |
| Author_xml | – sequence: 1 fullname: 安维中 于凤娟 董凤蕾 胡仰栋 |
| BookMark | eNqFkU9rFDEYh4NUcFv7EYTgQfQwNv8mk8GDLGu1hUIPa8FbyGTe2YnOJNskq_bbm90tHnrpKQR-zy95n_cUnfjgAaE3lHykhMqLNSVEVG0t6HuiPkhCOK3YC7RgjJKKM_rjBC3-R16h05R-EsKIomqB_NrNu8lk6PHSezCT8xu83G5jMHbEOeA8Ar7dZjebCa8ffLkml3AY8BeXspsK6oLHqzDtZo__uDzia58hztC70oqvwGR8-deOxm8gptfo5WCmBOeP5xm6-3r5fXVV3dx-u14tbyrLZZOreqBNDR2VohtE35vacEU7IigQIQ1vW9bZTkkiTNPWljEYeNMpJqlqW9mxgZ-hd8feMsj9DlLWs0sWync9hF3SnMm6VS0rwfoYtDGkFGHQ21hmjQ-aEr23qw929V6dJkof7Oo99-kJZ10-uMjRuOlZ-vORhuLgt4Ook3XgbZEWwWbdB_dsw9vH98fgN_dla7oz9tfgJtBMikbwWvJ_xVCiQQ |
| CitedBy_id | crossref_primary_10_1016_j_applthermaleng_2022_118721 crossref_primary_10_1016_j_cjche_2014_06_044 crossref_primary_10_1016_j_seppur_2021_118343 crossref_primary_10_1016_j_apenergy_2015_10_044 crossref_primary_10_1016_j_cjche_2024_03_021 crossref_primary_10_1016_j_compchemeng_2022_107744 crossref_primary_10_1016_S1004_9541_12_60600_4 crossref_primary_10_1016_j_cjche_2014_08_009 crossref_primary_10_1016_j_compchemeng_2022_107978 |
| Cites_doi | 10.1002/aic.690440609 10.1021/ie50269a005 10.1126/science.220.4598.671 10.1021/ie9601312 10.1016/S0098-1354(97)00015-X 10.1002/aic.690431111 10.1002/aic.690440608 10.1021/ie040178k |
| ContentType | Journal Article |
| Copyright | 2008 Chemical Industry and Engineering Society of China (CIESC) and Chemical Industry Press (CIP) |
| Copyright_xml | – notice: 2008 Chemical Industry and Engineering Society of China (CIESC) and Chemical Industry Press (CIP) |
| DBID | 2RA 92L CQIGP W92 ~WA AAYXX CITATION 7U5 8FD L7M |
| DOI | 10.1016/S1004-9541(08)60031-2 |
| DatabaseName | 维普_期刊 中文科技期刊数据库-CALIS站点 维普中文期刊数据库 中文科技期刊数据库-工程技术 中文科技期刊数据库- 镜像站点 CrossRef Solid State and Superconductivity Abstracts Technology Research Database Advanced Technologies Database with Aerospace |
| DatabaseTitle | CrossRef Technology Research Database Advanced Technologies Database with Aerospace Solid State and Superconductivity Abstracts |
| DatabaseTitleList | Technology Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| DocumentTitleAlternate | Simulated Annealing Approach to the Optimal Synthesis of Distillation Column with Intermediate Heat Exchangers |
| EISSN | 2210-321X |
| EndPage | 35 |
| ExternalDocumentID | 10_1016_S1004_9541_08_60031_2 S1004954108600312 26474356 |
| GroupedDBID | --K --M .~1 0R~ 188 1B1 1~. 1~5 29B 2B. 2C0 2RA 4.4 457 4G. 5GY 5VR 5VS 7-5 71M 8P~ 8RM 92H 92I 92L 92R 93N AABNK AACTN AAEDT AAIAV AAIKJ AAKOC AALMO AALRI AAOAW AAQFI AAXUO ABMAC ABNUV ABPIF ABXDB ABYKQ ACDAQ ACGFS ACRLP ADALY ADBBV ADEWK ADEZE AEBSH AEKER AENEX AFKWA AFTJW AFUIB AGHFR AGUBO AGYEJ AHPOS AIEXJ AIKHN AINHJ AITUG AJBFU AJOXV AKURH ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BKOJK BLXMC CCEZO CDRFL CDYEO CHBEP CQIGP CS3 CW9 DU5 EBS EFJIC EJD ENUVR EO9 EP2 EP3 FA0 FDB FEDTE FIRID FNPLU FYGXN GBLVA HVGLF HZ~ IPNFZ J1W KOM M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 PC. Q38 RIG ROL SDC SDF SDG SDH SES SPC SPCBC SSG SSZ T5K TCJ TGT UGNYK W92 ~G- ~WA AAEDW ADMUD EFLBG -SB -S~ AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CAJEB CITATION Q-- SSH U1G U5L 7U5 8FD EFKBS L7M |
| ID | FETCH-LOGICAL-c367t-5f175eb164bf4dda5a381b041e046a3992bcb8604a795c22ef37b82618996b2f3 |
| IEDL.DBID | .~1 |
| ISSN | 1004-9541 |
| IngestDate | Thu Sep 04 20:26:14 EDT 2025 Tue Jul 01 02:57:02 EDT 2025 Thu Apr 24 22:56:32 EDT 2025 Fri Feb 23 02:37:36 EST 2024 Thu Nov 24 20:32:39 EST 2022 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Keywords | intermediate heat exchanger synthesis mixed integer nonlinear programming simulated annealing distillation |
| Language | English |
| License | https://www.elsevier.com/tdm/userlicense/1.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c367t-5f175eb164bf4dda5a381b041e046a3992bcb8604a795c22ef37b82618996b2f3 |
| Notes | TQ02 11-3270/TQ distillation, intermediate heat exchanger, synthesis, mixed integer nonlinear programming, simulated annealing ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
| PQID | 32659892 |
| PQPubID | 23500 |
| PageCount | 6 |
| ParticipantIDs | proquest_miscellaneous_32659892 crossref_primary_10_1016_S1004_9541_08_60031_2 crossref_citationtrail_10_1016_S1004_9541_08_60031_2 elsevier_sciencedirect_doi_10_1016_S1004_9541_08_60031_2 chongqing_backfile_26474356 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2008-02-01 |
| PublicationDateYYYYMMDD | 2008-02-01 |
| PublicationDate_xml | – month: 02 year: 2008 text: 2008-02-01 day: 01 |
| PublicationDecade | 2000 |
| PublicationTitle | Chinese journal of chemical engineering |
| PublicationTitleAlternate | Chinese Journal of Chemical Engineering |
| PublicationYear | 2008 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Yuan, An (bib12) 2002; 10 Agrawal, Herron (bib4) 1998; 44 An, Yuan (bib13) 2005; 56 Guthrie (bib18) 1969; 24 Cardoso, Salcedo, Azevedo (bib11) 1997; 21 Luyben (bib20) 2004; 43 Patterson, Wells (bib2) 1977; 84 Agrawal, Herron (bib6) 1998; 44 Agrawal, Fidkowski (bib7) 1996; 35 Kirkpatrick, Gelatt, Vecchi (bib10) 1983; 220 Agrawal, Fidkowski (bib8) 1998; 44 Ingelt, Urban, Fredrik (bib9) 2002; 26 An, Yuan (bib15) 2006; 57 Zodonik (bib1) 1977; 84 An, Yuan (bib14) 2006; 57 An. W. Z. “Synthesis of complex distillation systems based on stochastic optimization”, Ph. D. Thesis, Tianjin Univ., Tianjin (2003). (in Chinese) Agrawal, Herron (bib5) 1997; 43 Lynd, Grethlein (bib3) 1998; 44 Douglas (bib16) 1988 Lewis, Matheson (bib17) 1932; 24 Kirkpatrick (10.1016/S1004-9541(08)60031-2_bib10) 1983; 220 Guthrie (10.1016/S1004-9541(08)60031-2_bib18) 1969; 24 Agrawal (10.1016/S1004-9541(08)60031-2_bib4) 1998; 44 10.1016/S1004-9541(08)60031-2_bib19 Luyben (10.1016/S1004-9541(08)60031-2_bib20) 2004; 43 Lynd (10.1016/S1004-9541(08)60031-2_bib3) 1998; 44 Lewis (10.1016/S1004-9541(08)60031-2_bib17) 1932; 24 Agrawal (10.1016/S1004-9541(08)60031-2_bib5) 1997; 43 Agrawal (10.1016/S1004-9541(08)60031-2_bib7) 1996; 35 Zodonik (10.1016/S1004-9541(08)60031-2_bib1) 1977; 84 Ingelt (10.1016/S1004-9541(08)60031-2_bib9) 2002; 26 Yuan (10.1016/S1004-9541(08)60031-2_bib12) 2002; 10 Douglas (10.1016/S1004-9541(08)60031-2_bib16) 1988 Agrawal (10.1016/S1004-9541(08)60031-2_bib8) 1998; 44 An (10.1016/S1004-9541(08)60031-2_bib14) 2006; 57 Cardoso (10.1016/S1004-9541(08)60031-2_bib11) 1997; 21 Patterson (10.1016/S1004-9541(08)60031-2_bib2) 1977; 84 Agrawal (10.1016/S1004-9541(08)60031-2_bib6) 1998; 44 An (10.1016/S1004-9541(08)60031-2_bib15) 2006; 57 An (10.1016/S1004-9541(08)60031-2_bib13) 2005; 56 |
| References_xml | – volume: 43 start-page: 8244 year: 2004 end-page: 8256 ident: bib20 article-title: “Design and control of distillation column with intermediate reboilers” publication-title: Ind. Eng. Chem. Res. – volume: 35 start-page: 2801 year: 1996 end-page: 2810 ident: bib7 article-title: “On the use of intermediate reboilers in the rectifying section and condensers in the stripping section of a distillation column” publication-title: Ind. Eng. Chem. Res. – volume: 57 start-page: 1591 year: 2006 end-page: 1598 ident: bib14 article-title: “Synthesis of thermally coupled complex distillation system based on stochastic optimization (I) Problem formulation” publication-title: J. Chem. Ind. Eng. (China) – volume: 24 start-page: 494 year: 1932 end-page: 499 ident: bib17 article-title: “Design of rectifying columns for natural and refinery gasoline” publication-title: Ind. Eng. Chem. – volume: 24 start-page: 114 year: 1969 end-page: 142 ident: bib18 article-title: “Capital cost estimating” publication-title: Chem. Eng. – volume: 26 start-page: 499 year: 2002 end-page: 505 ident: bib9 article-title: “Simulation and experimental study of intermediate heat exchange in a sieve tray distillation column” publication-title: Compul. Chem. Erg. – volume: 220 start-page: 671 year: 1983 end-page: 680 ident: bib10 article-title: “Optimization by simulated annealing” publication-title: Science – volume: 21 start-page: 1349 year: 1997 end-page: 1364 ident: bib11 article-title: “A simulated annealing approach to the solution of MINLP problems” publication-title: Comput. Chem. Eng. – volume: 43 start-page: 2984 year: 1997 end-page: 2995 ident: bib5 article-title: “Optimum thermodynamic feed conditions for distillation of ideal binary mixtures,” publication-title: AIChE J. – volume: 84 start-page: 99 year: 1977 end-page: 106 ident: bib1 article-title: “Balancing energy costs against equipment costs” publication-title: Chem. Eng. – volume: 84 start-page: 78 year: 1977 end-page: 83 ident: bib2 article-title: “Energy-saving schemes in distillation” publication-title: Chem. Eng. – reference: An. W. Z. “Synthesis of complex distillation systems based on stochastic optimization”, Ph. D. Thesis, Tianjin Univ., Tianjin (2003). (in Chinese) – year: 1988 ident: bib16 publication-title: “Conceptual design of chemical processes” – volume: 44 start-page: 1316 year: 1998 end-page: 1326 ident: bib3 article-title: “Distillation with intermediate heat pumps and optimal sidestream return” publication-title: AIChE J. – volume: 44 start-page: 1316 year: 1998 end-page: 1322 ident: bib6 article-title: “Intermediate reboiler and condenser arrangement for binary distillation columns” publication-title: AIChE J. – volume: 57 start-page: 1599 year: 2006 end-page: 1604 ident: bib15 article-title: “Synthesis of thermally coupled complex distillation system based on stochastic optimization (II) Example illustration and analysis” publication-title: J. Chem. Ind. Eng. (China) – volume: 44 start-page: 1316 year: 1998 end-page: 1326 ident: bib4 article-title: “Intermediate reboiler and condenser arrangement for binary distillation columns” publication-title: AIChE J. – volume: 56 start-page: 506 year: 2005 end-page: 510 ident: bib13 article-title: “Improved simulated annealing algorithm for the synthesis of heat integrated distillation sequences” publication-title: J. Chem. Ind. Eng. (China) – volume: 10 start-page: 495 year: 2002 end-page: 507 ident: bib12 article-title: “Synthesis of heat integrated complex distillation flowsheet via stochastic optimization approaches” publication-title: Chin. J. Chem. Eng. – volume: 44 start-page: 1303 year: 1998 end-page: 1309 ident: bib8 article-title: “Efficient use of an intermediate rebciler or condenser in a binary distillation” publication-title: AIChE J. – volume: 44 start-page: 1316 year: 1998 ident: 10.1016/S1004-9541(08)60031-2_bib4 article-title: “Intermediate reboiler and condenser arrangement for binary distillation columns” publication-title: AIChE J. doi: 10.1002/aic.690440609 – volume: 57 start-page: 1599 year: 2006 ident: 10.1016/S1004-9541(08)60031-2_bib15 article-title: “Synthesis of thermally coupled complex distillation system based on stochastic optimization (II) Example illustration and analysis” publication-title: J. Chem. Ind. Eng. (China) – ident: 10.1016/S1004-9541(08)60031-2_bib19 – volume: 24 start-page: 494 year: 1932 ident: 10.1016/S1004-9541(08)60031-2_bib17 article-title: “Design of rectifying columns for natural and refinery gasoline” publication-title: Ind. Eng. Chem. doi: 10.1021/ie50269a005 – volume: 24 start-page: 114 year: 1969 ident: 10.1016/S1004-9541(08)60031-2_bib18 article-title: “Capital cost estimating” publication-title: Chem. Eng. – volume: 84 start-page: 99 year: 1977 ident: 10.1016/S1004-9541(08)60031-2_bib1 article-title: “Balancing energy costs against equipment costs” publication-title: Chem. Eng. – volume: 56 start-page: 506 year: 2005 ident: 10.1016/S1004-9541(08)60031-2_bib13 article-title: “Improved simulated annealing algorithm for the synthesis of heat integrated distillation sequences” publication-title: J. Chem. Ind. Eng. (China) – volume: 44 start-page: 1316 year: 1998 ident: 10.1016/S1004-9541(08)60031-2_bib6 article-title: “Intermediate reboiler and condenser arrangement for binary distillation columns” publication-title: AIChE J. doi: 10.1002/aic.690440609 – volume: 220 start-page: 671 year: 1983 ident: 10.1016/S1004-9541(08)60031-2_bib10 article-title: “Optimization by simulated annealing” publication-title: Science doi: 10.1126/science.220.4598.671 – volume: 57 start-page: 1591 year: 2006 ident: 10.1016/S1004-9541(08)60031-2_bib14 article-title: “Synthesis of thermally coupled complex distillation system based on stochastic optimization (I) Problem formulation” publication-title: J. Chem. Ind. Eng. (China) – volume: 35 start-page: 2801 year: 1996 ident: 10.1016/S1004-9541(08)60031-2_bib7 article-title: “On the use of intermediate reboilers in the rectifying section and condensers in the stripping section of a distillation column” publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie9601312 – volume: 44 start-page: 1316 year: 1998 ident: 10.1016/S1004-9541(08)60031-2_bib3 article-title: “Distillation with intermediate heat pumps and optimal sidestream return” publication-title: AIChE J. – volume: 21 start-page: 1349 year: 1997 ident: 10.1016/S1004-9541(08)60031-2_bib11 article-title: “A simulated annealing approach to the solution of MINLP problems” publication-title: Comput. Chem. Eng. doi: 10.1016/S0098-1354(97)00015-X – volume: 43 start-page: 2984 year: 1997 ident: 10.1016/S1004-9541(08)60031-2_bib5 article-title: “Optimum thermodynamic feed conditions for distillation of ideal binary mixtures,” publication-title: AIChE J. doi: 10.1002/aic.690431111 – volume: 84 start-page: 78 year: 1977 ident: 10.1016/S1004-9541(08)60031-2_bib2 article-title: “Energy-saving schemes in distillation” publication-title: Chem. Eng. – volume: 44 start-page: 1303 year: 1998 ident: 10.1016/S1004-9541(08)60031-2_bib8 article-title: “Efficient use of an intermediate rebciler or condenser in a binary distillation” publication-title: AIChE J. doi: 10.1002/aic.690440608 – volume: 10 start-page: 495 year: 2002 ident: 10.1016/S1004-9541(08)60031-2_bib12 article-title: “Synthesis of heat integrated complex distillation flowsheet via stochastic optimization approaches” publication-title: Chin. J. Chem. Eng. – volume: 26 start-page: 499 year: 2002 ident: 10.1016/S1004-9541(08)60031-2_bib9 article-title: “Simulation and experimental study of intermediate heat exchange in a sieve tray distillation column” publication-title: Compul. Chem. Erg. – volume: 43 start-page: 8244 year: 2004 ident: 10.1016/S1004-9541(08)60031-2_bib20 article-title: “Design and control of distillation column with intermediate reboilers” publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie040178k – year: 1988 ident: 10.1016/S1004-9541(08)60031-2_bib16 |
| SSID | ssj0020818 |
| Score | 1.8172134 |
| Snippet | This article presents a simulated annealing-based approach to the optimal synthesis of distillation column considering intermediate heat exchangers... |
| SourceID | proquest crossref elsevier chongqing |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 30 |
| SubjectTerms | distillation intermediate heat exchanger mixed integer nonlinear programming simulated annealing synthesis 中间换热器 优化综合 模拟退火方法 精馏塔 |
| Title | Simulated Annealing Approach to the Optimal Synthesis of Distillation Column with Intermediate Heat Exchangers |
| URI | http://lib.cqvip.com/qk/84275X/20081/26474356.html https://dx.doi.org/10.1016/S1004-9541(08)60031-2 https://www.proquest.com/docview/32659892 |
| Volume | 16 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV09b9swECUMZ2mGol9BXKcJhw7NQFuWKFIaDSeG26Lu4BrwRpCUmBiNJTeWgXbpb-8dJTtpgMJARwniQeAd3x3Ju3eEvNeSa-2sYdJIy7hxAUszPmBScxFlOrCJxqOBL1MxmfNPi3jRIqNdLQymVTbYX2O6R-vmTb-Zzf56uezPkOssjTm2CkLTRBzmXKKt937v0zxCpGzzN54BZ_j1QxVPLcG__BAkl14IC5Fj4bYsbn6A5_iXr3qC2t4VjV-Q500MSYf1b74krbx4RY4fMQu-JsVsucLGXHlGh4CkGovO6bDhD6dVSSHuo18BLlYgaPargMfNckNLR69w0d_VGXJ0hNhVUDyspf7s0BeaVDmdAITT659N2fDmDZmPr7-NJqxprcBsJGTFYgdhA8C04Jiol-lYg-c2AR_ksF_WSFZrrIF55VqmsQ3D3EXSwE5kANszYUIXnZB2URb5KeZGQQgkIjEwYcadzUyWSW5F5KwTkbRRh3T3Ewqu2X5HwikFcRjELrHoEL6bYmUbVnJsjnGn9ulnqCWFWlJBoryWVNghvf2wdU3LcWhAstOf-su-FLiOQ0MvdvpWsPbwQkUXebndKAh94zRJw7f_L7xLntUZKJggc0ba1f02fwdhTmXOvR2fk6Phx8-T6R95Jva8 |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3fT9swELZQ-wB7QMCY1rGBH3gYD17TxLGTx6oDhV_loSDxZtlOvFWDBGgqsf-eu8QtGxJC4jGWzoru7O_u7LvPhOxrybV21jBppGXcuIClOR8wqbmIch3YROPRwPlYZFf85Dq-XiGjRS8MllV67G8xvUFrP9L32uzfTaf9CXKdpTHHp4JwaQIOd3kM2V6HdIfHp9l4mXcha1tz6RlwhgLPjTztJM3g9yA5aOZhIdIs_K7KX_fgPF5zVy-Au_FGRxtk3YeRdNj-6SZZKcot8uEfcsGPpJxMb_FtriKnQwBTjX3ndOgpxGldUQj96AUgxi1MNPlbwudsOqOVoz9x39-0RXJ0hPBVUjyvpc3xYdNrUhc0AxSnh4--c3i2Ta6ODi9HGfOvKzAbCVmz2EHkAEgtONbq5TrW4LxNwAcFpMwa-WqNNaBarmUa2zAsXCQNJCMDyNCECV30iXTKqiw-Y3kUREEiEgMT5tzZ3OS55FZEzjoRSRv1yM5SoeCd7R_knFIQikH4Eose4QsVK-uJyfF9jBu1rEBDKym0kgoS1VhJhT3yYyl21zJzvCWQLOyn_ltiCrzHW6J7C3sr2H54p6LLoprPFES_cZqk4Zf3T75HVrPL8zN1djw-3SFrbUEK1st8JZ36YV58g6inNrt-VT8BDUT5cw |
| 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=Simulated+Annealing+Approach+to+the+Optimal+Synthesis+of+Distillation+Column+with+Intermediate+Heat+Exchangers&rft.jtitle=Chinese+journal+of+chemical+engineering&rft.au=An%2C+Weizhong&rft.au=Yu%2C+Fengjuan&rft.au=Dong%2C+Fenglei&rft.au=Hu%2C+Yangdong&rft.date=2008-02-01&rft.issn=1004-9541&rft.volume=16&rft.issue=1&rft.spage=30&rft.epage=35&rft_id=info:doi/10.1016%2FS1004-9541%2808%2960031-2&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fimage.cqvip.com%2Fvip1000%2Fqk%2F84275X%2F84275X.jpg |