A review of multiproduct pipeline scheduling: from bibliometric analysis to research framework and future research directions
Multiproduct pipelines play an important role in ensuring the downstream energy supply as they transport about 70% of refined products. To guarantee the safe and stable operation of pipelines during the scheduling horizon, it is necessary to make a reasonable schedule. During the past two decades, t...
        Saved in:
      
    
          | Published in | Journal of Pipeline Science and Engineering Vol. 1; no. 4; pp. 395 - 406 | 
|---|---|
| Main Authors | , , , , | 
| Format | Journal Article | 
| Language | English Japanese  | 
| Published | 
            Elsevier B.V
    
        01.12.2021
     Elsevier BV  | 
| Subjects | |
| Online Access | Get full text | 
| ISSN | 2667-1433 2667-1433  | 
| DOI | 10.1016/j.jpse.2021.08.001 | 
Cover
| Abstract | Multiproduct pipelines play an important role in ensuring the downstream energy supply as they transport about 70% of refined products. To guarantee the safe and stable operation of pipelines during the scheduling horizon, it is necessary to make a reasonable schedule. During the past two decades, the multiproduct pipeline scheduling problem has been widely studied in the world. In this paper, the bibliometric analysis method is adopted to conduct quantitative analysis and visual research on related literature. Then, through the review of the existing articles, the research framework of multiproduct pipeline scheduling problem is constructed. Finally, the research defects and trends are analyzed. The aim of the paper is to provide a comprehensive understanding of multiproduct pipeline scheduling as well as some directions and inspiration for the future research. | 
    
|---|---|
| AbstractList | Multiproduct pipelines play an important role in ensuring the downstream energy supply as they transport about 70% of refined products. To guarantee the safe and stable operation of pipelines during the scheduling horizon, it is necessary to make a reasonable schedule. During the past two decades, the multiproduct pipeline scheduling problem has been widely studied in the world. In this paper, the bibliometric analysis method is adopted to conduct quantitative analysis and visual research on related literature. Then, through the review of the existing articles, the research framework of multiproduct pipeline scheduling problem is constructed. Finally, the research defects and trends are analyzed. The aim of the paper is to provide a comprehensive understanding of multiproduct pipeline scheduling as well as some directions and inspiration for the future research. | 
    
| Author | Liao, Qi Liang, Yongtu Li, Zhengbing Zhang, Haoran Zhang, Bo  | 
    
| Author_xml | – sequence: 1 givenname: Zhengbing surname: Li fullname: Li, Zhengbing organization: China University of Petroleum-Beijing/ National Engineering Laboratory for Pipeline Safety/MOE Key Laboratory of Petroleum Engineering/Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Beijing 102249, China – sequence: 2 givenname: Yongtu surname: Liang fullname: Liang, Yongtu email: liangyt21st@163.com organization: China University of Petroleum-Beijing/ National Engineering Laboratory for Pipeline Safety/MOE Key Laboratory of Petroleum Engineering/Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Beijing 102249, China – sequence: 3 givenname: Qi surname: Liao fullname: Liao, Qi organization: China University of Petroleum-Beijing/ National Engineering Laboratory for Pipeline Safety/MOE Key Laboratory of Petroleum Engineering/Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Beijing 102249, China – sequence: 4 givenname: Bo surname: Zhang fullname: Zhang, Bo organization: China University of Petroleum-Beijing/ National Engineering Laboratory for Pipeline Safety/MOE Key Laboratory of Petroleum Engineering/Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Beijing 102249, China – sequence: 5 givenname: Haoran surname: Zhang fullname: Zhang, Haoran organization: Center for Spatial Information Science, The University of Tokyo 5-1-5 Kashiwanoha, Kashiwa-shi 277-8568, Japan  | 
    
| BackLink | https://cir.nii.ac.jp/crid/1872272493134245760$$DView record in CiNii | 
    
| BookMark | eNqNkc1q3TAQRkVJoUmaF-hKi26vqx_Llks3ISRpIJBNuxaSPGp0a1tGknu5i7x7ZVxI6CJkIw3Md2bQ0Rk6mcIECH2ipKKENl_21X5OUDHCaEVkRQh9h05Z07Q7WnN-8qL-gC5S2hNCmBRNR_gperrEEf54OODg8LgM2c8x9IvNePYzDH4CnOwj9Espf33FLoYRG28GH0bI0VusJz0ck084hzIpgY72scT0CIcQf5d2j92SlwjP3d5HsNmHKX1E750eElz8u8_Rz5vrH1ffd_cPt3dXl_c7W_Mu7ww3ptG2rZ1ggnWiFYa1xjrhOiIbIaSRHeM9gGGyd65uHae07i0zQhIiKD9HfJu7TLM-HvQwqDn6UcejokStEtVerRLVKlERqYrEQrGNsjGkFMG9DZL_QdZnvb42R-2H19HPGzp5X6j1pLJlrGV1xymvWS3ahpTYty0GxVj5uqiS9TBZ2LyqPvjXtvwF_p-tVA | 
    
| CitedBy_id | crossref_primary_10_1016_j_energy_2024_132511 crossref_primary_10_1016_j_jclepro_2024_140663 crossref_primary_10_1016_j_egyr_2022_09_187 crossref_primary_10_1016_j_energy_2024_133366 crossref_primary_10_1021_acs_energyfuels_2c02183 crossref_primary_10_1016_j_compchemeng_2023_108283 crossref_primary_10_1016_j_esr_2022_100933 crossref_primary_10_1016_j_apenergy_2023_121135 crossref_primary_10_2118_223944_PA crossref_primary_10_1016_j_compchemeng_2024_108911 crossref_primary_10_1016_j_compchemeng_2022_107726 crossref_primary_10_1007_s12517_022_11079_1 crossref_primary_10_1002_acs_3910 crossref_primary_10_1016_j_jpse_2024_100185 crossref_primary_10_1016_j_ces_2022_117607 crossref_primary_10_1016_j_jpse_2024_100180 crossref_primary_10_1016_j_cherd_2023_09_033 crossref_primary_10_1016_j_jtrangeo_2024_104054 crossref_primary_10_1016_j_energy_2022_125325 crossref_primary_10_2118_223966_PA crossref_primary_10_1016_j_energy_2022_126079 crossref_primary_10_1016_j_ifacol_2024_08_311 crossref_primary_10_1016_j_compchemeng_2024_108924 crossref_primary_10_1007_s10462_024_10767_6 crossref_primary_10_1061_JPSEA2_PSENG_1490 crossref_primary_10_1016_j_jpse_2023_100126 crossref_primary_10_2113_2022_8076631 crossref_primary_10_3390_pr10040632  | 
    
| Cites_doi | 10.1021/ie202520a 10.1016/j.jclepro.2019.118866 10.1021/ie101462k 10.1016/j.compchemeng.2010.03.005 10.1016/j.energy.2016.11.027 10.1016/j.compchemeng.2018.05.002 10.1016/j.compchemeng.2020.106784 10.1016/j.ces.2020.115618 10.1007/s12182-016-0081-x 10.1016/j.tre.2019.01.012 10.1016/j.esr.2020.100523 10.1016/S0098-1354(03)00049-8 10.1016/j.ejor.2020.12.034 10.1016/j.compchemeng.2007.03.002 10.1016/j.compchemeng.2014.05.012 10.1016/j.compchemeng.2018.10.001 10.1016/j.cam.2017.05.040 10.1021/ie900015b 10.1016/j.engappai.2009.01.003 10.1021/ie060309c 10.1517/14712598.2012.674507 10.1111/j.1475-3995.2009.00756.x 10.1016/j.cherd.2020.10.022 10.1016/j.compchemeng.2018.04.025 10.1016/j.compchemeng.2004.03.010 10.1016/j.compchemeng.2009.11.014 10.1016/j.cherd.2018.10.003 10.1016/j.cherd.2019.01.017 10.1021/ie200007a 10.1016/j.petrol.2017.09.036 10.1021/ie070214q 10.1016/j.compchemeng.2018.04.027 10.1007/s00170-016-8561-0 10.1016/j.compchemeng.2007.06.021 10.1002/aic.16712 10.1016/j.compchemeng.2013.05.007 10.1016/j.compchemeng.2010.03.018 10.1002/ese3.566 10.1016/j.compchemeng.2017.04.023 10.1016/j.compchemeng.2011.11.007 10.1016/j.compchemeng.2019.01.003 10.1021/ie071630d 10.1016/j.cherd.2019.03.009 10.1016/S0377-2217(98)00261-6 10.1016/j.compchemeng.2011.10.003 10.1016/j.cherd.2018.06.016 10.1021/acs.iecr.7b01685 10.1021/acs.iecr.6b04745 10.1016/j.cie.2015.07.022 10.1057/palgrave.jors.2601043 10.1016/j.camwa.2008.01.035 10.1007/s12182-019-00359-3 10.1016/j.ces.2010.08.010 10.1016/j.cherd.2018.11.018 10.1016/j.compchemeng.2017.09.012 10.1016/j.compchemeng.2019.106568  | 
    
| ContentType | Journal Article | 
    
| Copyright | 2021 | 
    
| Copyright_xml | – notice: 2021 | 
    
| DBID | 6I. AAFTH RYH AAYXX CITATION ADTOC UNPAY  | 
    
| DOI | 10.1016/j.jpse.2021.08.001 | 
    
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CiNii Complete CrossRef Unpaywall for CDI: Periodical Content Unpaywall  | 
    
| DatabaseTitle | CrossRef | 
    
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: UNPAY name: Unpaywall url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/ sourceTypes: Open Access Repository  | 
    
| DeliveryMethod | fulltext_linktorsrc | 
    
| EISSN | 2667-1433 | 
    
| EndPage | 406 | 
    
| ExternalDocumentID | 10.1016/j.jpse.2021.08.001 10_1016_j_jpse_2021_08_001 S2667143321000457  | 
    
| GroupedDBID | 6I. AAEDW AAFTH AAXUO AEXQZ ALMA_UNASSIGNED_HOLDINGS AMRAJ EBS FDB GROUPED_DOAJ M~E ROL 0R~ AALRI AAYWO ACVFH ADCNI ADVLN AEUPX AFPUW AIGII AITUG AKBMS AKYEP RYH AAYXX CITATION ADTOC UNPAY  | 
    
| ID | FETCH-LOGICAL-c439t-b3bb6ac74f52529575b27bcf5f9086558b8923deeb28dff47f3114dc2b5800513 | 
    
| IEDL.DBID | UNPAY | 
    
| ISSN | 2667-1433 | 
    
| IngestDate | Tue Aug 19 14:23:39 EDT 2025 Thu Apr 24 22:58:59 EDT 2025 Wed Oct 01 05:27:34 EDT 2025 Thu Jun 26 23:20:38 EDT 2025 Fri Feb 23 02:39:41 EST 2024  | 
    
| IsDoiOpenAccess | true | 
    
| IsOpenAccess | true | 
    
| IsPeerReviewed | true | 
    
| IsScholarly | true | 
    
| Issue | 4 | 
    
| Keywords | Research framework Bibliometric analysis Multiproduct pipeline Schedule  | 
    
| Language | English Japanese  | 
    
| License | This is an open access article under the CC BY-NC-ND license. cc-by-nc-nd  | 
    
| LinkModel | DirectLink | 
    
| MergedId | FETCHMERGED-LOGICAL-c439t-b3bb6ac74f52529575b27bcf5f9086558b8923deeb28dff47f3114dc2b5800513 | 
    
| OpenAccessLink | https://proxy.k.utb.cz/login?url=https://doi.org/10.1016/j.jpse.2021.08.001 | 
    
| PageCount | 12 | 
    
| ParticipantIDs | unpaywall_primary_10_1016_j_jpse_2021_08_001 crossref_primary_10_1016_j_jpse_2021_08_001 crossref_citationtrail_10_1016_j_jpse_2021_08_001 nii_cinii_1872272493134245760 elsevier_sciencedirect_doi_10_1016_j_jpse_2021_08_001  | 
    
| ProviderPackageCode | CITATION AAYXX  | 
    
| PublicationCentury | 2000 | 
    
| PublicationDate | December 2021 2021-12-01 2021-12-00  | 
    
| PublicationDateYYYYMMDD | 2021-12-01 | 
    
| PublicationDate_xml | – month: 12 year: 2021 text: December 2021  | 
    
| PublicationDecade | 2020 | 
    
| PublicationTitle | Journal of Pipeline Science and Engineering | 
    
| PublicationYear | 2021 | 
    
| Publisher | Elsevier B.V Elsevier BV  | 
    
| Publisher_xml | – name: Elsevier B.V – name: Elsevier BV  | 
    
| References | Liao, Castro, Liang, Zhang (bib0022) 2019; 130 Ghatee, Hashemi (bib0040) 2009; 22 Xu, Liao, Li, Liang, Yang (bib0019) 2021; 165 Cafaro, Cerdá (bib0049) 2008; 47 Liao, Liang, Xu, Zhang, Wang, Zhou (bib0004) 2018; 136 Ribas, Hamacher, Street (bib0043) 2010; 17 Chen, Wu, Zuo, Diao, Wang, Wang (bib0065) 2017; 56 Liao, Castro, Liang, Zhang (bib0020) 2019; 65 Li, Ierapetritou (bib0039) 2010; 65 Taherkhani (bib0027) 2020; 20 MirHassani, BeheshtiAsl (bib0063) 2013; 56 Rejowski Jr, Pinto (bib0055) 2003; 27 Herrán, de la Cruz, de Andrés (bib0028) 2012; 37 Dimas, Murata, Neiro, Relvas, Barbosa-Póvoa (bib0018) 2018; 115 Rejowski, Pinto (bib0017) 2008; 32 Cafaro, Cerdá (bib0054) 2009; 48 Liao, Castro, Liang, Zhang (bib0021) 2019; 58 Lima, Relvas, Barbosa-Póvoa (bib0041) 2018; 108 Zhang, Liang, Liao, Shen, Yan (bib0058) 2018; 327 Qiu, Zhang, Guo, Zhou, Guo, Liao (bib0002) 2019; 141 Escudero, Quintana, Salmerón (bib0045) 1999; 114 Cafaro, Cafaro, Méndez, Cerdá (bib0035) 2011; 50 Liao (bib0057) 2018; 140 Moradi, MirHassani, Hooshmand (bib0026) 2019; 16 Meira, Magato, Jr, Arruda, Barbosa-Póvoa (bib0016) 2021; 127 Relvas, Matos, Barbosa-Póvoa, Fialho (bib0037) 2007; 46 Zhu, Li, Wu, Zhao, Zhang, Zhang (bib0012) 2019; 38 Dempster (bib0046) 2000; 51 Cafaro, Cafaro, Mendez, Cerda (bib0014) 2015; 88 Cafaro, Cerdá (bib0051) 2010; 50 MirHassani, Jahromi (bib0052) 2011; 35 Chen, Zuo, Wu, Wang, Diao, Chen (bib0023) 2017; 159 MirHassani, Ghorbanalizadeh (bib0001) 2008; 56 Kober, Schiffer, Densing, Panos (bib0013) 2020; 31 Liao, Zhang, Xia, Chen, Li, Liang (bib0066) 2019; 144 Cafaro, Cerdá (bib0050) 2010; 34 Cafaro, Cerdá (bib0005) 2004; 28 Relvas, Matos, Barbosa-Póvoa, Fialho, Pinheiro (bib0048) 2006; 45 Yan, Zhao, Sun, Liu, Wang (bib0011) 2017; 36 Castro, Mostafaei (bib0033) 2019; 122 Chen, Zuo, Wu (bib0009) 2020; 39 Mostafaei, Castro, Oliveira, Harjunkoski (bib0024) 2021; 293 Asl, Mirhassani (bib0047) 2019; 123 Moradi, Mirhassani (bib0044) 2016; 87 Relvas, Magatao, Barbosa-Povoa, Jr (bib0061) 2013; 41 Castro, Miguel (bib0062) 2017; 56 Liao, Zhang, Xu, Liang, Wang (bib0032) 2018; 117 Meira, Magato, Neves-Jr, Arruda, Barbosa-Póvoa (bib0015) 2020; 136 Chen, Hu, Liu, Tseng (bib0030) 2012; 12 Zhou, Zhang, Xing, Yan, Long, Yuan (bib0006) 2020; 244 Cafaro, Cerdá (bib0053) 2012; 38 Mostafaei, Castro, Relvas, Harjunkoski (bib0025) 2021; 98 Zhang, Liang, Liao, Wu, Yan (bib0034) 2017; 119 Cafaro, Cafaro, Méndez, Cerdá (bib0036) 2012; 51 Zhang, Liang, Xiao, Wu, Shao (bib0031) 2016; 13 Cafaro, Cerdá (bib0038) 2008; 32 Castro, Mostafaei (bib0060) 2017; 104 Herrán, de la Cruz, de Andrés (bib0059) 2010; 34 Wang (bib0042) 2019; 8 Liao, Wang, Li, Zhang (bib0064) 2018 Zhou, Zhang, Qiu, Liang, Wu, Xiang (bib0007) 2019; 121 Chen, Zuo, Wu, Li (bib0010) 2019; 123 Liang, Zhang, Shao (bib0008) 2015; 34(7) Cafaro, Cafaro, Méndez, Cerdá (bib0056) 2015; 72 Wang, Liang, Zheng, Yuan, Zhang (bib0003) 2019; 145 Yu, Chen, Xu (bib0029) 2020; 220 Moradi (10.1016/j.jpse.2021.08.001_bib0044) 2016; 87 Liao (10.1016/j.jpse.2021.08.001_bib0021) 2019; 58 Cafaro (10.1016/j.jpse.2021.08.001_bib0050) 2010; 34 Relvas (10.1016/j.jpse.2021.08.001_bib0061) 2013; 41 Li (10.1016/j.jpse.2021.08.001_bib0039) 2010; 65 Liao (10.1016/j.jpse.2021.08.001_bib0022) 2019; 130 Chen (10.1016/j.jpse.2021.08.001_bib0023) 2017; 159 Ribas (10.1016/j.jpse.2021.08.001_bib0043) 2010; 17 MirHassani (10.1016/j.jpse.2021.08.001_bib0001) 2008; 56 Liang (10.1016/j.jpse.2021.08.001_bib0008) 2015; 34(7) Escudero (10.1016/j.jpse.2021.08.001_bib0045) 1999; 114 Chen (10.1016/j.jpse.2021.08.001_bib0009) 2020; 39 Wang (10.1016/j.jpse.2021.08.001_bib0003) 2019; 145 Liao (10.1016/j.jpse.2021.08.001_bib0057) 2018; 140 MirHassani (10.1016/j.jpse.2021.08.001_bib0063) 2013; 56 Cafaro (10.1016/j.jpse.2021.08.001_bib0049) 2008; 47 Cafaro (10.1016/j.jpse.2021.08.001_bib0056) 2015; 72 Castro (10.1016/j.jpse.2021.08.001_bib0062) 2017; 56 Moradi (10.1016/j.jpse.2021.08.001_bib0026) 2019; 16 Meira (10.1016/j.jpse.2021.08.001_bib0016) 2021; 127 Taherkhani (10.1016/j.jpse.2021.08.001_bib0027) 2020; 20 Yan (10.1016/j.jpse.2021.08.001_bib0011) 2017; 36 Zhang (10.1016/j.jpse.2021.08.001_bib0058) 2018; 327 Chen (10.1016/j.jpse.2021.08.001_bib0065) 2017; 56 Zhang (10.1016/j.jpse.2021.08.001_bib0031) 2016; 13 Cafaro (10.1016/j.jpse.2021.08.001_bib0036) 2012; 51 Herrán (10.1016/j.jpse.2021.08.001_bib0059) 2010; 34 Liao (10.1016/j.jpse.2021.08.001_bib0064) 2018 Liao (10.1016/j.jpse.2021.08.001_bib0004) 2018; 136 Chen (10.1016/j.jpse.2021.08.001_bib0010) 2019; 123 Cafaro (10.1016/j.jpse.2021.08.001_bib0053) 2012; 38 Kober (10.1016/j.jpse.2021.08.001_bib0013) 2020; 31 Liao (10.1016/j.jpse.2021.08.001_bib0020) 2019; 65 Rejowski (10.1016/j.jpse.2021.08.001_bib0017) 2008; 32 Zhou (10.1016/j.jpse.2021.08.001_bib0006) 2020; 244 Zhou (10.1016/j.jpse.2021.08.001_bib0007) 2019; 121 Mostafaei (10.1016/j.jpse.2021.08.001_bib0024) 2021; 293 Cafaro (10.1016/j.jpse.2021.08.001_bib0005) 2004; 28 Zhu (10.1016/j.jpse.2021.08.001_bib0012) 2019; 38 Cafaro (10.1016/j.jpse.2021.08.001_bib0038) 2008; 32 Wang (10.1016/j.jpse.2021.08.001_bib0042) 2019; 8 Zhang (10.1016/j.jpse.2021.08.001_bib0034) 2017; 119 Mostafaei (10.1016/j.jpse.2021.08.001_bib0025) 2021; 98 Cafaro (10.1016/j.jpse.2021.08.001_bib0054) 2009; 48 Liao (10.1016/j.jpse.2021.08.001_bib0066) 2019; 144 Dempster (10.1016/j.jpse.2021.08.001_bib0046) 2000; 51 Relvas (10.1016/j.jpse.2021.08.001_bib0048) 2006; 45 Dimas (10.1016/j.jpse.2021.08.001_bib0018) 2018; 115 Chen (10.1016/j.jpse.2021.08.001_bib0030) 2012; 12 Ghatee (10.1016/j.jpse.2021.08.001_bib0040) 2009; 22 Cafaro (10.1016/j.jpse.2021.08.001_bib0014) 2015; 88 Cafaro (10.1016/j.jpse.2021.08.001_bib0051) 2010; 50 Liao (10.1016/j.jpse.2021.08.001_bib0032) 2018; 117 MirHassani (10.1016/j.jpse.2021.08.001_bib0052) 2011; 35 Meira (10.1016/j.jpse.2021.08.001_bib0015) 2020; 136 Qiu (10.1016/j.jpse.2021.08.001_bib0002) 2019; 141 Cafaro (10.1016/j.jpse.2021.08.001_bib0035) 2011; 50 Asl (10.1016/j.jpse.2021.08.001_bib0047) 2019; 123 Xu (10.1016/j.jpse.2021.08.001_bib0019) 2021; 165 Relvas (10.1016/j.jpse.2021.08.001_bib0037) 2007; 46 Castro (10.1016/j.jpse.2021.08.001_bib0033) 2019; 122 Rejowski Jr (10.1016/j.jpse.2021.08.001_bib0055) 2003; 27 Lima (10.1016/j.jpse.2021.08.001_bib0041) 2018; 108 Yu (10.1016/j.jpse.2021.08.001_bib0029) 2020; 220 Herrán (10.1016/j.jpse.2021.08.001_bib0028) 2012; 37 Castro (10.1016/j.jpse.2021.08.001_bib0060) 2017; 104  | 
    
| References_xml | – year: 2018 ident: bib0064 article-title: A novel depth-first searching approach for detailed scheduling of operations in a multi-product pipeline with multiple pump stations publication-title: 12th International Pipeline Conference – volume: 46 start-page: 5659 year: 2007 end-page: 5672 ident: bib0037 article-title: Reactive scheduling framework for a multiproduct pipeline with inventory management publication-title: Industrial & Engineering Chemistry Research – volume: 144 start-page: 79 year: 2019 end-page: 94 ident: bib0066 article-title: A data-driven method for pipeline scheduling optimization publication-title: Chem. Eng. Res. Des. – volume: 8 start-page: 1029 year: 2019 end-page: 1049 ident: bib0042 article-title: Sustainable refined products supply chain: a reliability assessment for demand-side management in primary distribution processes publication-title: Energy Sci. Eng. – volume: 36 start-page: 481 year: 2017 end-page: 486 ident: bib0011 article-title: The distribution status and development trend of global oil & gas pipelines publication-title: Oil & Gas Storage and Transportation – volume: 65 start-page: e16712 year: 2019 ident: bib0020 article-title: Batch-centric model for scheduling straight multi-source pipelines publication-title: AIChE J. – volume: 38 start-page: 185 year: 2012 end-page: 203 ident: bib0053 article-title: Rigorous scheduling of mesh-structure refined petroleum pipeline networks publication-title: Comput. Chem. Eng. – volume: 56 start-page: 5092 year: 2017 end-page: 5106 ident: bib0065 article-title: Optimization of detailed schedule for a multiproduct pipeline using a simulated annealing algorithm and heuristic rules publication-title: Ind. Eng. Chem. Res. – volume: 141 start-page: 566 year: 2019 end-page: 579 ident: bib0002 article-title: A multi-scenario and multi-objective scheduling optimization model for liquefied light hydrocarbon pipeline system publication-title: Chem. Eng. Res. Des. – volume: 22 start-page: 796 year: 2009 end-page: 807 ident: bib0040 article-title: Optimal network design and storage management in petroleum distribution network under uncertainty publication-title: Eng. Appl. Artif. Intell. – volume: 115 start-page: 377 year: 2018 end-page: 396 ident: bib0018 article-title: Multiproduct pipeline scheduling integrating for inbound and outbound inventory management publication-title: Comput. Chem. Eng. – volume: 56 start-page: 58 year: 2013 end-page: 67 ident: bib0063 article-title: A heuristic batch sequencing for multiproduct pipelines publication-title: Comput. Chem. Eng. – volume: 45 start-page: 7841 year: 2006 end-page: 7855 ident: bib0048 article-title: Pipeline scheduling and inventory management of a multiproduct distribution oil system publication-title: Industrial & Engineering Chemistry Research - Ind. Eng. Chem. Res. – volume: 72 start-page: 210 year: 2015 end-page: 221 ident: bib0056 article-title: MINLP model for the detailed scheduling of refined products pipelines with flow rate dependent pumping costs publication-title: Comput. Chem. Eng. – volume: 327 start-page: 41 year: 2018 end-page: 63 ident: bib0058 article-title: A self-learning approach for optimal detailed scheduling of multi-product pipeline publication-title: J. Comput. Appl. Math. – volume: 31 year: 2020 ident: bib0013 article-title: Global energy perspectives to 2060 – WEC’s World Energy Scenarios 2019 publication-title: Energy Strat. Rev. – volume: 34(7) start-page: 685 year: 2015 end-page: 688 ident: bib0008 article-title: Progress in the study on scheduling optimization of products pipeline network publication-title: Oil & Gas Storage and Transportation – volume: 159 start-page: 148 year: 2017 end-page: 163 ident: bib0023 article-title: Optimizing detailed schedules of a multiproduct pipeline by a monolithic MILP formulation publication-title: J. Petrol. Sci. Eng. – volume: 65 start-page: 5887 year: 2010 end-page: 5900 ident: bib0039 article-title: Rolling horizon based planning and scheduling integration with production capacity consideration publication-title: Chem. Eng. Sci. – volume: 37 start-page: 248 year: 2012 end-page: 261 ident: bib0028 article-title: Global search metaheuristics for planning transportation of multiple petroleum products in a multi-pipeline system publication-title: Comput. Chem. Eng. – volume: 56 start-page: 891 year: 2008 end-page: 897 ident: bib0001 article-title: The multi-product pipeline scheduling system publication-title: Comput. Math. Appl. – volume: 140 start-page: 82 year: 2018 end-page: 101 ident: bib0057 article-title: Heuristic method for detailed scheduling of branched multiproduct pipeline networks publication-title: Chem. Eng. Res. Des. – volume: 34 start-page: 1687 year: 2010 end-page: 1704 ident: bib0050 article-title: Operational scheduling of refined products pipeline networks with simultaneous batch injections publication-title: Comput. Chem. Eng. – volume: 41 start-page: 955 year: 2013 end-page: 968 ident: bib0061 article-title: Integrated scheduling and inventory management of an oil products distribution system publication-title: Omega (Westport) – volume: 117 start-page: 63 year: 2018 end-page: 81 ident: bib0032 article-title: A MILP model based on flowrate database for detailed scheduling of a multi-product pipeline with multiple pump stations publication-title: Comput. Chem. Eng. – volume: 122 start-page: 2 year: 2019 end-page: 18 ident: bib0033 article-title: Batch-centric scheduling formulation for treelike pipeline systems with forbidden product sequences publication-title: Comput. Chem. Eng. – volume: 50 start-page: 6240 year: 2011 end-page: 6259 ident: bib0035 article-title: Detailed scheduling of operations in single-source refined products pipelines publication-title: Ind. Eng. Chem. Res. – volume: 51 start-page: 6145 year: 2012 end-page: 6165 ident: bib0036 article-title: Detailed scheduling of single-source pipelines with simultaneous deliveries to multiple offtake stations publication-title: Ind. Eng. Chem. Res. – volume: 114 start-page: 638 year: 1999 end-page: 656 ident: bib0045 article-title: CORO, a modeling and an algorithmic framework for oil supply, transformation and distribution optimization under uncertainty publication-title: Eur. J. Oper. Res. – volume: 48 start-page: 6675 year: 2009 end-page: 6689 ident: bib0054 article-title: Optimal scheduling of refined products pipelines with multiple sources publication-title: Ind. Eng. Chem. Res. – volume: 136 start-page: 620 year: 2018 end-page: 637 ident: bib0004 article-title: An MILP approach for detailed scheduling of multi-product pipeline in pressure control mode publication-title: Chem. Eng. Res. Des. – volume: 32 start-page: 1042 year: 2008 end-page: 1066 ident: bib0017 article-title: A novel continuous time representation for the scheduling of pipeline systems with pumping yield rate constraints publication-title: Comput. Chem. Eng. – volume: 98 year: 2021 ident: bib0025 article-title: A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system publication-title: Omega (Westport) – volume: 34 start-page: 401 year: 2010 end-page: 413 ident: bib0059 article-title: A mathematical model for planning transportation of multiple petroleum products in a multi-pipeline system publication-title: Comput. Chem. Eng. – volume: 104 start-page: 283 year: 2017 end-page: 295 ident: bib0060 article-title: Product-centric continuous-time formulation for pipeline scheduling publication-title: Comput. Chem. Eng. – volume: 127 year: 2021 ident: bib0016 article-title: A solution framework for the long-term scheduling and inventory management of straight pipeline systems with multiple-sources publication-title: Comput. Oper. Res. – volume: 51 start-page: 1271 year: 2000 end-page: 1288 ident: bib0046 article-title: Planning logistics operations in the oil industry publication-title: J. Oper. Res. Soc. – volume: 220 year: 2020 ident: bib0029 article-title: Simultaneous scheduling of multi-product pipeline distribution and depot inventory management for petroleum refineries publication-title: Chem. Eng. Sci. – volume: 20 start-page: 2133 year: 2020 end-page: 2161 ident: bib0027 article-title: An MILP approach for scheduling of tree-like pipelines with dual purpose terminals publication-title: Oper. Res. – volume: 38 start-page: 373 year: 2019 end-page: 378 ident: bib0012 article-title: Construction status and development trend of global oil & gas pipelines in 2017 publication-title: Oil & Gas Storage and Transportation – volume: 56 start-page: 9638 year: 2017 end-page: 9656 ident: bib0062 article-title: Optimal scheduling of multiproduct pipelines in networks with reversible flow publication-title: Ind. Eng. Chem. Res. – volume: 130 year: 2019 ident: bib0022 article-title: New batch-centric model for detailed scheduling and inventory management of mesh pipeline networks publication-title: Comput. Chem. Eng. – volume: 145 start-page: 300 year: 2019 end-page: 313 ident: bib0003 article-title: Optimisation of a downstream oil supply chain with new pipeline route planning publication-title: Chem. Eng. Res. Des. – volume: 17 start-page: 777 year: 2010 end-page: 796 ident: bib0043 article-title: Optimization under uncertainty of the integrated oil supply chain using stochastic and robust programming publication-title: Int. Trans. Oper. Res. – volume: 244 year: 2020 ident: bib0006 article-title: Future scenario of China’s downstream oil supply chain: low carbon-oriented optimization for the design of planned multi-product pipelines publication-title: J. Clean. Prod. – volume: 293 start-page: 731 year: 2021 end-page: 747 ident: bib0024 article-title: Efficient formulation for transportation scheduling of single refinery multiproduct pipelines publication-title: Eur. J. Oper. Res. – volume: 35 start-page: 165 year: 2011 end-page: 176 ident: bib0052 article-title: Scheduling multi-product tree-structure pipelines publication-title: Comput. Chem. Eng. – volume: 16 start-page: 1159 year: 2019 end-page: 1175 ident: bib0026 article-title: Efficient decomposition-based algorithm to solve long-term pipeline scheduling problem publication-title: Petrol. Sci. – volume: 121 start-page: 174 year: 2019 end-page: 199 ident: bib0007 article-title: A hybrid time MILP model for the pump scheduling of multi-product pipelines based on the rigorous description of the pipeline hydraulic loss changes publication-title: Comput. Chem. Eng. – volume: 87 start-page: 2541 year: 2016 end-page: 2549 ident: bib0044 article-title: Robust scheduling for multi-product pipelines under demand uncertainty publication-title: Int. J. Adv. Manuf. Tech. – volume: 13 start-page: 355 year: 2016 end-page: 367 ident: bib0031 article-title: Supply-based optimal scheduling of oil product pipelines publication-title: Petrol. Sci. – volume: 47 start-page: 9941 year: 2008 end-page: 9956 ident: bib0049 article-title: Efficient tool for the scheduling of multiproduct pipelines and terminal operations publication-title: Industrial & Engineering Chemistry Research - Ind. Eng. Chem. Res. – volume: 58 start-page: 5236 year: 2019 end-page: 5251 ident: bib0021 article-title: Computationally efficient MILP model for scheduling a branched multiproduct pipeline system publication-title: Industrial & Engineering Chemistry Research – volume: 123 start-page: 142 year: 2019 end-page: 164 ident: bib0010 article-title: An MILP formulation for optimizing detailed schedules of a multiproduct pipeline network publication-title: Transp. Res. Part E Logist. Transp. Rev. – volume: 28 start-page: 2053 year: 2004 end-page: 2068 ident: bib0005 article-title: Optimal scheduling of multiproduct pipeline systems using a non-discrete MILP formulation publication-title: Comput. Chem. Eng. – volume: 108 start-page: 314 year: 2018 end-page: 336 ident: bib0041 article-title: Stochastic programming approach for the optimal tactical planning of the downstream oil supply chain publication-title: Comput. Chem. Eng. – volume: 136 year: 2020 ident: bib0015 article-title: Scheduling of a single-source multiproduct pipeline system by a matheuristic approach: combining simulated annealing and MILP publication-title: Comput. Chem. Eng. – volume: 27 start-page: 1229 year: 2003 end-page: 1246 ident: bib0055 article-title: Scheduling of a multiproduct pipeline system publication-title: Comput. Chem. Eng. – volume: 32 start-page: 728 year: 2008 end-page: 753 ident: bib0038 article-title: Dynamic scheduling of multiproduct pipelines with multiple delivery due dates publication-title: Comput. Chem. Eng. – volume: 39 start-page: 1103 year: 2020 end-page: 1108 ident: bib0009 article-title: Research progress on optimization methods for batch scheduling of multiproduct pipelines publication-title: Oil & Gas Storage and Transportation – volume: 123 start-page: 222 year: 2019 end-page: 235 ident: bib0047 article-title: Benders decomposition with integer sub-problem applied to pipeline scheduling problem under flow rate uncertainty publication-title: Comput. Chem. Eng. – volume: 50 start-page: 5064 year: 2010 end-page: 5085 ident: bib0051 article-title: A rigorous mathematical formulation for the scheduling of tree-structure pipeline networks publication-title: Ind. Eng. Chem. Res. – volume: 88 start-page: 395 year: 2015 end-page: 409 ident: bib0014 article-title: Optimization model for the detailed scheduling of multi-source pipelines publication-title: Comput. Ind. Eng. – volume: 165 start-page: 341 year: 2021 end-page: 360 ident: bib0019 article-title: An efficient decomposition approach for the low-energy scheduling of a straight multiproduct pipeline publication-title: Chem. Eng. Res. Des. – volume: 119 start-page: 612 year: 2017 end-page: 628 ident: bib0034 article-title: A hybrid computational approach for detailed scheduling of products in a pipeline with multiple pump stations publication-title: Energy – volume: 12 start-page: 593 year: 2012 end-page: 608 ident: bib0030 article-title: Emerging trends in regenerative medicine: a scientometric analysis in CiteSpace publication-title: Expert Opin. Biol. Ther. – volume: 51 start-page: 6145 year: 2012 ident: 10.1016/j.jpse.2021.08.001_bib0036 article-title: Detailed scheduling of single-source pipelines with simultaneous deliveries to multiple offtake stations publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie202520a – volume: 244 year: 2020 ident: 10.1016/j.jpse.2021.08.001_bib0006 article-title: Future scenario of China’s downstream oil supply chain: low carbon-oriented optimization for the design of planned multi-product pipelines publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.118866 – volume: 50 start-page: 5064 year: 2010 ident: 10.1016/j.jpse.2021.08.001_bib0051 article-title: A rigorous mathematical formulation for the scheduling of tree-structure pipeline networks publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie101462k – volume: 34 start-page: 1687 issue: 10 year: 2010 ident: 10.1016/j.jpse.2021.08.001_bib0050 article-title: Operational scheduling of refined products pipeline networks with simultaneous batch injections publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2010.03.005 – volume: 119 start-page: 612 year: 2017 ident: 10.1016/j.jpse.2021.08.001_bib0034 article-title: A hybrid computational approach for detailed scheduling of products in a pipeline with multiple pump stations publication-title: Energy doi: 10.1016/j.energy.2016.11.027 – volume: 117 start-page: 63 year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0032 article-title: A MILP model based on flowrate database for detailed scheduling of a multi-product pipeline with multiple pump stations publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2018.05.002 – year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0064 article-title: A novel depth-first searching approach for detailed scheduling of operations in a multi-product pipeline with multiple pump stations – volume: 136 year: 2020 ident: 10.1016/j.jpse.2021.08.001_bib0015 article-title: Scheduling of a single-source multiproduct pipeline system by a matheuristic approach: combining simulated annealing and MILP publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2020.106784 – volume: 36 start-page: 481 year: 2017 ident: 10.1016/j.jpse.2021.08.001_bib0011 article-title: The distribution status and development trend of global oil & gas pipelines publication-title: Oil & Gas Storage and Transportation – volume: 220 year: 2020 ident: 10.1016/j.jpse.2021.08.001_bib0029 article-title: Simultaneous scheduling of multi-product pipeline distribution and depot inventory management for petroleum refineries publication-title: Chem. Eng. Sci. doi: 10.1016/j.ces.2020.115618 – volume: 13 start-page: 355 year: 2016 ident: 10.1016/j.jpse.2021.08.001_bib0031 article-title: Supply-based optimal scheduling of oil product pipelines publication-title: Petrol. Sci. doi: 10.1007/s12182-016-0081-x – volume: 123 start-page: 142 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0010 article-title: An MILP formulation for optimizing detailed schedules of a multiproduct pipeline network publication-title: Transp. Res. Part E Logist. Transp. Rev. doi: 10.1016/j.tre.2019.01.012 – volume: 31 year: 2020 ident: 10.1016/j.jpse.2021.08.001_bib0013 article-title: Global energy perspectives to 2060 – WEC’s World Energy Scenarios 2019 publication-title: Energy Strat. Rev. doi: 10.1016/j.esr.2020.100523 – volume: 27 start-page: 1229 issue: 8–9 year: 2003 ident: 10.1016/j.jpse.2021.08.001_bib0055 article-title: Scheduling of a multiproduct pipeline system publication-title: Comput. Chem. Eng. doi: 10.1016/S0098-1354(03)00049-8 – volume: 38 start-page: 373 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0012 article-title: Construction status and development trend of global oil & gas pipelines in 2017 publication-title: Oil & Gas Storage and Transportation – volume: 293 start-page: 731 issue: 2 year: 2021 ident: 10.1016/j.jpse.2021.08.001_bib0024 article-title: Efficient formulation for transportation scheduling of single refinery multiproduct pipelines publication-title: Eur. J. Oper. Res. doi: 10.1016/j.ejor.2020.12.034 – volume: 32 start-page: 728 issue: 4 year: 2008 ident: 10.1016/j.jpse.2021.08.001_bib0038 article-title: Dynamic scheduling of multiproduct pipelines with multiple delivery due dates publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2007.03.002 – volume: 72 start-page: 210 year: 2015 ident: 10.1016/j.jpse.2021.08.001_bib0056 article-title: MINLP model for the detailed scheduling of refined products pipelines with flow rate dependent pumping costs publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2014.05.012 – volume: 121 start-page: 174 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0007 article-title: A hybrid time MILP model for the pump scheduling of multi-product pipelines based on the rigorous description of the pipeline hydraulic loss changes publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2018.10.001 – volume: 127 year: 2021 ident: 10.1016/j.jpse.2021.08.001_bib0016 article-title: A solution framework for the long-term scheduling and inventory management of straight pipeline systems with multiple-sources publication-title: Comput. Oper. Res. – volume: 327 start-page: 41 year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0058 article-title: A self-learning approach for optimal detailed scheduling of multi-product pipeline publication-title: J. Comput. Appl. Math. doi: 10.1016/j.cam.2017.05.040 – volume: 48 start-page: 6675 issue: 14 year: 2009 ident: 10.1016/j.jpse.2021.08.001_bib0054 article-title: Optimal scheduling of refined products pipelines with multiple sources publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie900015b – volume: 39 start-page: 1103 year: 2020 ident: 10.1016/j.jpse.2021.08.001_bib0009 article-title: Research progress on optimization methods for batch scheduling of multiproduct pipelines – volume: 22 start-page: 796 issue: 4 year: 2009 ident: 10.1016/j.jpse.2021.08.001_bib0040 article-title: Optimal network design and storage management in petroleum distribution network under uncertainty publication-title: Eng. Appl. Artif. Intell. doi: 10.1016/j.engappai.2009.01.003 – volume: 45 start-page: 7841 year: 2006 ident: 10.1016/j.jpse.2021.08.001_bib0048 article-title: Pipeline scheduling and inventory management of a multiproduct distribution oil system publication-title: Industrial & Engineering Chemistry Research - Ind. Eng. Chem. Res. doi: 10.1021/ie060309c – volume: 12 start-page: 593 year: 2012 ident: 10.1016/j.jpse.2021.08.001_bib0030 article-title: Emerging trends in regenerative medicine: a scientometric analysis in CiteSpace publication-title: Expert Opin. Biol. Ther. doi: 10.1517/14712598.2012.674507 – volume: 34(7) start-page: 685 year: 2015 ident: 10.1016/j.jpse.2021.08.001_bib0008 article-title: Progress in the study on scheduling optimization of products pipeline network – volume: 17 start-page: 777 year: 2010 ident: 10.1016/j.jpse.2021.08.001_bib0043 article-title: Optimization under uncertainty of the integrated oil supply chain using stochastic and robust programming publication-title: Int. Trans. Oper. Res. doi: 10.1111/j.1475-3995.2009.00756.x – volume: 165 start-page: 341 year: 2021 ident: 10.1016/j.jpse.2021.08.001_bib0019 article-title: An efficient decomposition approach for the low-energy scheduling of a straight multiproduct pipeline publication-title: Chem. Eng. Res. Des. doi: 10.1016/j.cherd.2020.10.022 – volume: 115 start-page: 377 year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0018 article-title: Multiproduct pipeline scheduling integrating for inbound and outbound inventory management publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2018.04.025 – volume: 28 start-page: 2053 issue: 10 year: 2004 ident: 10.1016/j.jpse.2021.08.001_bib0005 article-title: Optimal scheduling of multiproduct pipeline systems using a non-discrete MILP formulation publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2004.03.010 – volume: 34 start-page: 401 issue: 3 year: 2010 ident: 10.1016/j.jpse.2021.08.001_bib0059 article-title: A mathematical model for planning transportation of multiple petroleum products in a multi-pipeline system publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2009.11.014 – volume: 140 start-page: 82 year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0057 article-title: Heuristic method for detailed scheduling of branched multiproduct pipeline networks publication-title: Chem. Eng. Res. Des. doi: 10.1016/j.cherd.2018.10.003 – volume: 20 start-page: 2133 issue: 4 year: 2020 ident: 10.1016/j.jpse.2021.08.001_bib0027 article-title: An MILP approach for scheduling of tree-like pipelines with dual purpose terminals publication-title: Oper. Res. – volume: 144 start-page: 79 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0066 article-title: A data-driven method for pipeline scheduling optimization publication-title: Chem. Eng. Res. Des. doi: 10.1016/j.cherd.2019.01.017 – volume: 50 start-page: 6240 year: 2011 ident: 10.1016/j.jpse.2021.08.001_bib0035 article-title: Detailed scheduling of operations in single-source refined products pipelines publication-title: Ind. Eng. Chem. Res. doi: 10.1021/ie200007a – volume: 159 start-page: 148 year: 2017 ident: 10.1016/j.jpse.2021.08.001_bib0023 article-title: Optimizing detailed schedules of a multiproduct pipeline by a monolithic MILP formulation publication-title: J. Petrol. Sci. Eng. doi: 10.1016/j.petrol.2017.09.036 – volume: 46 start-page: 5659 year: 2007 ident: 10.1016/j.jpse.2021.08.001_bib0037 article-title: Reactive scheduling framework for a multiproduct pipeline with inventory management publication-title: Industrial & Engineering Chemistry Research doi: 10.1021/ie070214q – volume: 122 start-page: 2 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0033 article-title: Batch-centric scheduling formulation for treelike pipeline systems with forbidden product sequences publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2018.04.027 – volume: 87 start-page: 2541 year: 2016 ident: 10.1016/j.jpse.2021.08.001_bib0044 article-title: Robust scheduling for multi-product pipelines under demand uncertainty publication-title: Int. J. Adv. Manuf. Tech. doi: 10.1007/s00170-016-8561-0 – volume: 32 start-page: 1042 issue: 4 year: 2008 ident: 10.1016/j.jpse.2021.08.001_bib0017 article-title: A novel continuous time representation for the scheduling of pipeline systems with pumping yield rate constraints publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2007.06.021 – volume: 65 start-page: e16712 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0020 article-title: Batch-centric model for scheduling straight multi-source pipelines publication-title: AIChE J. doi: 10.1002/aic.16712 – volume: 56 start-page: 58 year: 2013 ident: 10.1016/j.jpse.2021.08.001_bib0063 article-title: A heuristic batch sequencing for multiproduct pipelines publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2013.05.007 – volume: 35 start-page: 165 issue: 1 year: 2011 ident: 10.1016/j.jpse.2021.08.001_bib0052 article-title: Scheduling multi-product tree-structure pipelines publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2010.03.018 – volume: 8 start-page: 1029 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0042 article-title: Sustainable refined products supply chain: a reliability assessment for demand-side management in primary distribution processes publication-title: Energy Sci. Eng. doi: 10.1002/ese3.566 – volume: 104 start-page: 283 year: 2017 ident: 10.1016/j.jpse.2021.08.001_bib0060 article-title: Product-centric continuous-time formulation for pipeline scheduling publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2017.04.023 – volume: 38 start-page: 185 year: 2012 ident: 10.1016/j.jpse.2021.08.001_bib0053 article-title: Rigorous scheduling of mesh-structure refined petroleum pipeline networks publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2011.11.007 – volume: 123 start-page: 222 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0047 article-title: Benders decomposition with integer sub-problem applied to pipeline scheduling problem under flow rate uncertainty publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2019.01.003 – volume: 47 start-page: 9941 year: 2008 ident: 10.1016/j.jpse.2021.08.001_bib0049 article-title: Efficient tool for the scheduling of multiproduct pipelines and terminal operations publication-title: Industrial & Engineering Chemistry Research - Ind. Eng. Chem. Res. doi: 10.1021/ie071630d – volume: 145 start-page: 300 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0003 article-title: Optimisation of a downstream oil supply chain with new pipeline route planning publication-title: Chem. Eng. Res. Des. doi: 10.1016/j.cherd.2019.03.009 – volume: 114 start-page: 638 issue: 3 year: 1999 ident: 10.1016/j.jpse.2021.08.001_bib0045 article-title: CORO, a modeling and an algorithmic framework for oil supply, transformation and distribution optimization under uncertainty publication-title: Eur. J. Oper. Res. doi: 10.1016/S0377-2217(98)00261-6 – volume: 37 start-page: 248 year: 2012 ident: 10.1016/j.jpse.2021.08.001_bib0028 article-title: Global search metaheuristics for planning transportation of multiple petroleum products in a multi-pipeline system publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2011.10.003 – volume: 136 start-page: 620 year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0004 article-title: An MILP approach for detailed scheduling of multi-product pipeline in pressure control mode publication-title: Chem. Eng. Res. Des. doi: 10.1016/j.cherd.2018.06.016 – volume: 56 start-page: 9638 year: 2017 ident: 10.1016/j.jpse.2021.08.001_bib0062 article-title: Optimal scheduling of multiproduct pipelines in networks with reversible flow publication-title: Ind. Eng. Chem. Res. doi: 10.1021/acs.iecr.7b01685 – volume: 56 start-page: 5092 year: 2017 ident: 10.1016/j.jpse.2021.08.001_bib0065 article-title: Optimization of detailed schedule for a multiproduct pipeline using a simulated annealing algorithm and heuristic rules publication-title: Ind. Eng. Chem. Res. doi: 10.1021/acs.iecr.6b04745 – volume: 88 start-page: 395 year: 2015 ident: 10.1016/j.jpse.2021.08.001_bib0014 article-title: Optimization model for the detailed scheduling of multi-source pipelines publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2015.07.022 – volume: 51 start-page: 1271 issue: 11 year: 2000 ident: 10.1016/j.jpse.2021.08.001_bib0046 article-title: Planning logistics operations in the oil industry publication-title: J. Oper. Res. Soc. doi: 10.1057/palgrave.jors.2601043 – volume: 56 start-page: 891 issue: 4 year: 2008 ident: 10.1016/j.jpse.2021.08.001_bib0001 article-title: The multi-product pipeline scheduling system publication-title: Comput. Math. Appl. doi: 10.1016/j.camwa.2008.01.035 – volume: 16 start-page: 1159 issue: 5 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0026 article-title: Efficient decomposition-based algorithm to solve long-term pipeline scheduling problem publication-title: Petrol. Sci. doi: 10.1007/s12182-019-00359-3 – volume: 65 start-page: 5887 issue: 22 year: 2010 ident: 10.1016/j.jpse.2021.08.001_bib0039 article-title: Rolling horizon based planning and scheduling integration with production capacity consideration publication-title: Chem. Eng. Sci. doi: 10.1016/j.ces.2010.08.010 – volume: 141 start-page: 566 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0002 article-title: A multi-scenario and multi-objective scheduling optimization model for liquefied light hydrocarbon pipeline system publication-title: Chem. Eng. Res. Des. doi: 10.1016/j.cherd.2018.11.018 – volume: 58 start-page: 5236 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0021 article-title: Computationally efficient MILP model for scheduling a branched multiproduct pipeline system – volume: 41 start-page: 955 issue: 6 year: 2013 ident: 10.1016/j.jpse.2021.08.001_bib0061 article-title: Integrated scheduling and inventory management of an oil products distribution system publication-title: Omega (Westport) – volume: 108 start-page: 314 year: 2018 ident: 10.1016/j.jpse.2021.08.001_bib0041 article-title: Stochastic programming approach for the optimal tactical planning of the downstream oil supply chain publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2017.09.012 – volume: 130 year: 2019 ident: 10.1016/j.jpse.2021.08.001_bib0022 article-title: New batch-centric model for detailed scheduling and inventory management of mesh pipeline networks publication-title: Comput. Chem. Eng. doi: 10.1016/j.compchemeng.2019.106568 – volume: 98 year: 2021 ident: 10.1016/j.jpse.2021.08.001_bib0025 article-title: A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system publication-title: Omega (Westport)  | 
    
| SSID | ssj0002856903 ssib052605923  | 
    
| Score | 2.3708427 | 
    
| SecondaryResourceType | review_article | 
    
| Snippet | Multiproduct pipelines play an important role in ensuring the downstream energy supply as they transport about 70% of refined products. To guarantee the safe... | 
    
| SourceID | unpaywall crossref nii elsevier  | 
    
| SourceType | Open Access Repository Enrichment Source Index Database Publisher  | 
    
| StartPage | 395 | 
    
| SubjectTerms | Bibliometric analysis Multiproduct pipeline Research framework Schedule  | 
    
| Title | A review of multiproduct pipeline scheduling: from bibliometric analysis to research framework and future research directions | 
    
| URI | https://dx.doi.org/10.1016/j.jpse.2021.08.001 https://cir.nii.ac.jp/crid/1872272493134245760 https://doi.org/10.1016/j.jpse.2021.08.001  | 
    
| UnpaywallVersion | publishedVersion | 
    
| Volume | 1 | 
    
| hasFullText | 1 | 
    
| inHoldings | 1 | 
    
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2667-1433 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0002856903 issn: 2667-1433 databaseCode: DOA dateStart: 20210101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2667-1433 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0002856903 issn: 2667-1433 databaseCode: M~E dateStart: 20210101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre  | 
    
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3NS8MwFA86D-LBD1Sc6MjBm3a0TZO23oZMRJh4cDBPpUkTnI6uaIco6N_ue0vmFzr0kkuSEpKXvvfy3u_3CDlI8rwICl96OhXciwQ-NEWp8pRIGY8KpkyBQOHehTjrR-cDPnA0OYiF-RK_n-Zh3VYPSGcZWqpNhGotwReF3yBL_YvLzjVWjxNw20HxM4eK-Xnib5pnsRwOV8jypKzyp8d8NPqkX07XbKGihyktIaaV3LUntWyr52-kjX9b-jpZdWYm7Vi52CALutwkLx1qkSp0bKjNJLR8r7QaVohL1xR8XdA9CFE_pog8oXIoR4jQRyJ_mjsGE1qPqWMJuoFhLr0LugtqOUo-eq3KRNneIv3T7tXJmefKL3gKrJTak0xKkas4MjzEcGDMZRhLZbhJfYSzJjIB67DQ4JsnhTFRbBg4V4UKJU_wrrNt0ijHpd4hVIhQSc2ENGDvcJ9JMCOESSX8PTSPNG-SYHY0mXLc5FgiY5TNktBuM9zMDDczw7qZftAkh-9zKsvMMXc0n5145mwLuwEZHNvcefsgHrAobIMkDsMYHFYWMIwYx8JvkqN3wfnDMnb_N3yPNOr7id4Hu6eWrel7AbS9127LCf8bRIwBqQ | 
    
| linkProvider | Unpaywall | 
    
| linkToUnpaywall | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NS8QwEA26HsSDH6i4opKDN620TZO23hZRRFA8uKCn0qQJVku3uF1Ewf_uzCbrF7qsl16SlJBMOm-aeW8I2U_yvAgKX3o6FdyLBP5oilLlKZEyHhVMmQKJwpdX4rwfXdzyWyeTg1yYb_f34zysh2aIcpahldpEqtYCvFH4HbLQv7ru3WH1OAGnHRw_c6yY3wf-5Xnm67JcIoujuslfnvOq-uJfzlZsoaLhWJYQ00oej0atPFKvP0QbZ5v6Kll2MJP2rF2skTldr5O3HrVMFTow1GYSWr1X2pQN8tI1hVgXfA9S1I8pMk-oLGWFDH0U8qe5UzCh7YA6laB76ObSu6C5oFaj5LPVuky07Q3SPzu9OTn3XPkFTwFKaT3JpBS5iiPDQ7wOjLkMY6kMN6mPdNZEJoAOCw2xeVIYE8WGQXBVqFDyBM862ySdelDrLUKFCJXUTEgDeIf7TAKMECaV8PXQPNK8S4LJ1mTKaZNjiYwqmyShPWS4mBkuZoZ1M_2gSw4-xjRWmWNqbz7Z8cxhC7sAGWzb1HG7YB4wKXwGSRyGMQSsLGB4YxwLv0sOPwxnhmls_6_7Dum0TyO9C7inlXvO4N8BQmf_dA | 
    
| 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+review+of+multiproduct+pipeline+scheduling%3A+from+bibliometric+analysis+to+research+framework+and+future+research+directions&rft.jtitle=Journal+of+Pipeline+Science+and+Engineering&rft.au=Zhengbing+Li&rft.au=Yongtu+Liang&rft.au=Haoran+Zhang&rft.au=Bo+Zhang&rft.date=2021-12-01&rft.pub=Elsevier+BV&rft.issn=2667-1433&rft.eissn=2667-1433&rft.volume=1&rft.spage=395&rft.epage=406&rft_id=info:doi/10.1016%2Fj.jpse.2021.08.001 | 
    
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2667-1433&client=summon | 
    
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2667-1433&client=summon | 
    
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2667-1433&client=summon |