Data driven supplier selection as a circular economy enabler: A Taguchi capability index for manufactured products with asymmetric tolerances
•This study develops a Taguchi capability index for TBL perspectives incurred due to poor product quality.•A practical challenge is that many quality characteristics possess asymmetric tolerances.•A data driven supplier selection model uses a Taguchi capability index with asymmetric tolerances.•Math...
Gespeichert in:
| Veröffentlicht in: | Advanced engineering informatics Jg. 47; S. 101249 |
|---|---|
| Hauptverfasser: | , , , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Elsevier Ltd
01.01.2021
|
| Schlagworte: | |
| ISSN: | 1474-0346, 1873-5320 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | •This study develops a Taguchi capability index for TBL perspectives incurred due to poor product quality.•A practical challenge is that many quality characteristics possess asymmetric tolerances.•A data driven supplier selection model uses a Taguchi capability index with asymmetric tolerances.•Mathematical programming obtains the confidence intervals to construct fuzzy membership functions.
Prior studies have failed to account for the effect of product quality on the sustainability of supply chain networks. To address this gap, this study develops a Taguchi capability index that considers the economic, environmental, and social losses incurred due to poor product quality that leads to process losses. These product quality measures give a foundation for the operationalization of the circular economy concept, which is now receiving a growing level of attention from both firms and governments throughout the world. Sustainable supply chain management models that integrate upstream and downstream operations are increasing in popularity due to globalized competition, where the quality of components from each supplier affects the quality of the final product. One practical challenge is that many quality characteristics possess asymmetric tolerances. This study develops a comprehensive supplier selection model based on process quality, using a Taguchi capability index with asymmetric tolerances as an instrument for data driven supplier selection. Mathematical programming is used to obtain the confidence intervals of the indices to construct fuzzy membership functions. A fuzzy hypothesis testing method is then used to select suppliers taking into account uncertainty associated with measurement data. A case study illustrates the effectiveness of the methodology to assist firms in selecting the suppliers, and thus improve the sustainability of supply chain networks as a circular economy enabler. |
|---|---|
| AbstractList | •This study develops a Taguchi capability index for TBL perspectives incurred due to poor product quality.•A practical challenge is that many quality characteristics possess asymmetric tolerances.•A data driven supplier selection model uses a Taguchi capability index with asymmetric tolerances.•Mathematical programming obtains the confidence intervals to construct fuzzy membership functions.
Prior studies have failed to account for the effect of product quality on the sustainability of supply chain networks. To address this gap, this study develops a Taguchi capability index that considers the economic, environmental, and social losses incurred due to poor product quality that leads to process losses. These product quality measures give a foundation for the operationalization of the circular economy concept, which is now receiving a growing level of attention from both firms and governments throughout the world. Sustainable supply chain management models that integrate upstream and downstream operations are increasing in popularity due to globalized competition, where the quality of components from each supplier affects the quality of the final product. One practical challenge is that many quality characteristics possess asymmetric tolerances. This study develops a comprehensive supplier selection model based on process quality, using a Taguchi capability index with asymmetric tolerances as an instrument for data driven supplier selection. Mathematical programming is used to obtain the confidence intervals of the indices to construct fuzzy membership functions. A fuzzy hypothesis testing method is then used to select suppliers taking into account uncertainty associated with measurement data. A case study illustrates the effectiveness of the methodology to assist firms in selecting the suppliers, and thus improve the sustainability of supply chain networks as a circular economy enabler. |
| ArticleNumber | 101249 |
| Author | Ali, Mohd Helmi Tseng, Ming-Lang Chen, Kuen-Suan Wang, Chin-Hsin Tan, Raymond R. Negash, Yeneneh Tamirat |
| Author_xml | – sequence: 1 givenname: Chin-Hsin surname: Wang fullname: Wang, Chin-Hsin email: thomas_6701@yahoo.com.tw organization: Department of Industrial Engineering and Management, National Chin-Yi University of Technology, Taichung 41170, Taiwan – sequence: 2 givenname: Mohd Helmi surname: Ali fullname: Ali, Mohd Helmi email: mohdhelmiali@ukm.edu.my organization: Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia – sequence: 3 givenname: Kuen-Suan surname: Chen fullname: Chen, Kuen-Suan email: kschen@ncut.edu.tw organization: Department of Industrial Engineering and Management, National Chin-Yi University of Technology, Taichung 41170, Taiwan – sequence: 4 givenname: Yeneneh Tamirat surname: Negash fullname: Negash, Yeneneh Tamirat email: yeneneh@asia.edu.tw organization: Institute of Innovation and Circular Economy, Asia University Taiwan, Taichung, Taiwan – sequence: 5 givenname: Ming-Lang surname: Tseng fullname: Tseng, Ming-Lang email: tsengminglang@gmail.com organization: Institute of Innovation and Circular Economy, Asia University Taiwan, Taichung, Taiwan – sequence: 6 givenname: Raymond R. surname: Tan fullname: Tan, Raymond R. email: raymond.tan@dlsu.edu.ph organization: Chemical Engineering Department, De La Salle University, Manila, Philippines |
| BookMark | eNp9kMtqHDEQRYWxwc8PyE4_0BOpH6PuZGWcl8Hgjb0W1aVSrKFbaiS1k_kI_7M1TFZZeFVVFOfCPZfs1AdPjH2SYiOF3H7ebYDcpha1PNx1O5ywC9mrpuqaWpyWvVVtJZp2e84uU9qJwvSDumBv3yADN9G9kudpXZbJUeSJJsLsgueQOHB0EdcJIicMPsx7Th7GieIXfsuf4PeKL44jLDC6yeU9d97QX25D5DP41QLmNZLhSwxmxZz4H5dfSvB-nilHhzyHkgUeKV2zMwtTopt_84o9__j-dPerenj8eX93-1BhPahcDaUfDqB6ZepOdDRKHGwvh9b0ti8fiS1uEZSFkYbO1gLsqKwR1I2NGbumuWLqmIsxpBTJanQZDoVzBDdpKfTBqt7pYlUfrOqj1ULK_8gluhni_kPm65GhUum1-NUJHZW-xsWiWZvgPqDfAe5rlgA |
| CitedBy_id | crossref_primary_10_3233_JIFS_223447 crossref_primary_10_3390_app131910788 crossref_primary_10_1016_j_aei_2025_103593 crossref_primary_10_1016_j_aei_2021_101424 crossref_primary_10_1016_j_aei_2025_103453 crossref_primary_10_1016_j_eiar_2021_106570 crossref_primary_10_1016_j_aei_2024_102845 crossref_primary_10_1016_j_tre_2021_102510 crossref_primary_10_3390_math10152789 crossref_primary_10_1016_j_aei_2024_102588 crossref_primary_10_1080_21693277_2022_2161021 crossref_primary_10_1016_j_jclepro_2022_131911 crossref_primary_10_1016_j_spc_2021_09_010 crossref_primary_10_1002_bse_4253 crossref_primary_10_1016_j_aei_2023_102298 crossref_primary_10_1080_10429247_2025_2545274 crossref_primary_10_1016_j_jclepro_2022_135296 crossref_primary_10_1108_BIJ_09_2022_0563 crossref_primary_10_1080_16843703_2021_2015827 crossref_primary_10_3233_JIFS_223856 |
| Cites_doi | 10.1080/00224065.1986.11978984 10.1108/IMDS-10-2014-0319 10.1109/TSM.2015.2422839 10.1016/j.jclepro.2017.09.115 10.1016/j.jclepro.2018.11.290 10.1016/j.resconrec.2017.09.005 10.1080/21681015.2018.1484392 10.1016/j.jclepro.2019.119137 10.1016/j.resconrec.2018.01.020 10.1080/00207543.2016.1218564 10.1109/TEM.2015.2441875 10.1016/j.resconrec.2019.104601 10.1520/JTE20150357 10.1081/STA-200045863 10.1016/j.resconrec.2018.10.009 10.1080/02533839.2017.1294996 10.1142/S0218539399000346 10.1016/j.ijpe.2019.02.005 10.1016/j.rser.2019.03.039 10.1016/j.jclepro.2016.10.196 10.3390/su9101810 10.1002/smj.2099 10.1016/j.jclepro.2017.07.100 10.1080/00207540500319419 10.1007/s001840300300 10.1016/j.jclepro.2019.119838 10.1108/IMDS-08-2015-0327 10.1080/00224065.1988.11979102 10.1016/j.jclepro.2018.08.058 10.1016/j.resconrec.2016.11.017 10.1108/MEQ-05-2018-0088 10.1016/j.asoc.2012.01.023 10.1080/00224065.1991.11979279 10.1016/j.ijpe.2017.10.013 10.1080/21681015.2014.918906 10.1016/j.eswa.2018.12.010 10.1016/j.ijpe.2017.06.024 |
| ContentType | Journal Article |
| Copyright | 2021 Elsevier Ltd |
| Copyright_xml | – notice: 2021 Elsevier Ltd |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.aei.2021.101249 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences |
| EISSN | 1873-5320 |
| ExternalDocumentID | 10_1016_j_aei_2021_101249 S1474034621000045 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 23M 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ AAAKF AAAKG AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARIN AAXUO AAYFN ABBOA ABFNM ABMAC ABUCO ABXDB ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJOXV AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM AXJTR BJAXD BKOJK BLXMC CS3 EBS EFJIC EJD EO8 EO9 EP2 EP3 FDB FEDTE FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HAMUX HVGLF HZ~ IHE J1W JJJVA KOM M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 PC. Q38 RIG RNS ROL RPZ SDF SDG SDP SES SEW SPC SPCBC SSB SSD SST SSV SSZ T5K UHS XPP ZMT ~G- 9DU AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AIGII AIIUN AKBMS AKYEP ANKPU APXCP CITATION EFKBS EFLBG ~HD |
| ID | FETCH-LOGICAL-c297t-9249c9a787d2505eb1c9f8194d8f89c91c4c6ca7fabe95f20afb7fd0e5b3db533 |
| ISICitedReferencesCount | 23 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000630364600030&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1474-0346 |
| IngestDate | Sat Nov 29 07:02:56 EST 2025 Tue Nov 18 21:58:22 EST 2025 Wed Jul 03 05:58:42 EDT 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Taguchi capability index Loss function Membership function Data driven supplier selection Circular economy Fuzzy numbers |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c297t-9249c9a787d2505eb1c9f8194d8f89c91c4c6ca7fabe95f20afb7fd0e5b3db533 |
| ParticipantIDs | crossref_citationtrail_10_1016_j_aei_2021_101249 crossref_primary_10_1016_j_aei_2021_101249 elsevier_sciencedirect_doi_10_1016_j_aei_2021_101249 |
| PublicationCentury | 2000 |
| PublicationDate | January 2021 2021-01-00 |
| PublicationDateYYYYMMDD | 2021-01-01 |
| PublicationDate_xml | – month: 01 year: 2021 text: January 2021 |
| PublicationDecade | 2020 |
| PublicationTitle | Advanced engineering informatics |
| PublicationYear | 2021 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Pearn, Lin, Chen (b0140) 2004; 60 Amindoust, Ahmed, Saghafinia, Bahreininejad (b0010) 2012; 12 Iacovidou, Velis, Purnell, Zwirner, Brown, Hahladakis, Millward-Hopkins, Williams (b0095) 2017; 166 Shu, Chen (b0165) 2005; 34 Tseng, Chiu, Liu, Jantaralolica (b0190) 2020; 154 Tunn, Bocken, van den Hende, Schoormans (b0195) 2019; 212 Chan, Cheng, Spiring (b0045) 1988; 20 Stevenson (b0170) 2015 Tai, Pearn (b0175) 2015; 28 Hen, Liu, Liu, Cui (b0085) 2017; 168 Ruczinski (b0155) 1996 Cao, Duan, Li (b0040) 2015; 62 Kang, Lee, Wu, Lee (b0105) 2017; 55 Boon-itt, Wong, Wong (b0025) 2017; 193 Elia, Gnoni, Tornese (b0080) 2017; 142 Kirchherr, Reike, Hekkert (b0110) 2017; 127 Cao, Duan, Caddan (b0035) 2019; 44 Kane (b0100) 1986; 18 Chen, Chou, Kan (b0050) 2014; 31 Tseng, Islam, Karia, Fauzi, Afrin (b0185) 2019; 141 Boyles (b0030) 1991; 23 Chen, Chen (b0055) 2006; 44 Nussholz (b0135) 2017; 9 Pearn, Tai, Wang (b0145) 2016; 44 Chen, Wang, Tan (b0070) 2019; 212 Negash, Kartika, Tseng, Tan (b0130) 2020; 252 Lin, Tseng, Pai (b0125) 2018; 128 Tseng, Lim, Wong (b0180) 2015; 115 Lee, Wu, Tseng (b0115) 2018; 202 Chen, Huang, Chang (b0060) 2017; 40 Lin, Jeng, Tseng, Tan (b0120) 2018; 30 Ahmad, Wong, Tseng, Wong (b0005) 2018; 132 Walmsley, Ong, Klemeš, Tan, Varbanov (b0200) 2019; 107 Yu, Shao, Wang, Zhang (b0220) 2019; 121 Chen, Pearn, Lin (b0065) 1999; 6 Wu, Liao, Tseng, Chiu, Chiu (b0215) 2016; 116 Awasthi, Govindan, Gold (b0015) 2018; 195 Bodaghi, Jolai, Rabbani (b0020) 2018; 35 Rossi, Bertassini, Ferreira, Amaral, Ometter (b0150) 2020; 247 Schilke (b0160) 2014; 35 Nussholz (10.1016/j.aei.2021.101249_b0135) 2017; 9 Boon-itt (10.1016/j.aei.2021.101249_b0025) 2017; 193 Cao (10.1016/j.aei.2021.101249_b0040) 2015; 62 Pearn (10.1016/j.aei.2021.101249_b0140) 2004; 60 Kirchherr (10.1016/j.aei.2021.101249_b0110) 2017; 127 Rossi (10.1016/j.aei.2021.101249_b0150) 2020; 247 Ruczinski (10.1016/j.aei.2021.101249_b0155) 1996 Yu (10.1016/j.aei.2021.101249_b0220) 2019; 121 Lin (10.1016/j.aei.2021.101249_b0125) 2018; 128 Kang (10.1016/j.aei.2021.101249_b0105) 2017; 55 Lee (10.1016/j.aei.2021.101249_b0115) 2018; 202 Shu (10.1016/j.aei.2021.101249_b0165) 2005; 34 Wu (10.1016/j.aei.2021.101249_b0215) 2016; 116 Lin (10.1016/j.aei.2021.101249_b0120) 2018; 30 Amindoust (10.1016/j.aei.2021.101249_b0010) 2012; 12 Chen (10.1016/j.aei.2021.101249_b0055) 2006; 44 Pearn (10.1016/j.aei.2021.101249_b0145) 2016; 44 Bodaghi (10.1016/j.aei.2021.101249_b0020) 2018; 35 Schilke (10.1016/j.aei.2021.101249_b0160) 2014; 35 Boyles (10.1016/j.aei.2021.101249_b0030) 1991; 23 Chan (10.1016/j.aei.2021.101249_b0045) 1988; 20 Hen (10.1016/j.aei.2021.101249_b0085) 2017; 168 Stevenson (10.1016/j.aei.2021.101249_b0170) 2015 Chen (10.1016/j.aei.2021.101249_b0070) 2019; 212 Chen (10.1016/j.aei.2021.101249_b0065) 1999; 6 Iacovidou (10.1016/j.aei.2021.101249_b0095) 2017; 166 Tseng (10.1016/j.aei.2021.101249_b0190) 2020; 154 Elia (10.1016/j.aei.2021.101249_b0080) 2017; 142 Ahmad (10.1016/j.aei.2021.101249_b0005) 2018; 132 Walmsley (10.1016/j.aei.2021.101249_b0200) 2019; 107 Chen (10.1016/j.aei.2021.101249_b0060) 2017; 40 Tai (10.1016/j.aei.2021.101249_b0175) 2015; 28 Cao (10.1016/j.aei.2021.101249_b0035) 2019; 44 Chen (10.1016/j.aei.2021.101249_b0050) 2014; 31 Kane (10.1016/j.aei.2021.101249_b0100) 1986; 18 Awasthi (10.1016/j.aei.2021.101249_b0015) 2018; 195 Negash (10.1016/j.aei.2021.101249_b0130) 2020; 252 Tseng (10.1016/j.aei.2021.101249_b0180) 2015; 115 Tunn (10.1016/j.aei.2021.101249_b0195) 2019; 212 Tseng (10.1016/j.aei.2021.101249_b0185) 2019; 141 |
| References_xml | – volume: 141 start-page: 145 year: 2019 end-page: 162 ident: b0185 article-title: A literature review on green supply chain management: challenges and trends publication-title: Resour. Conserv. Recycl. – volume: 121 start-page: 1 year: 2019 end-page: 17 ident: b0220 article-title: A group decision making sustainable supplier selection approach using extended TOPSIS under Interval valued Pythagorean fuzzy environment publication-title: Expert Syst. Appl. – volume: 195 start-page: 106 year: 2018 end-page: 117 ident: b0015 article-title: Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach publication-title: Int. J. Prod. Econ. – volume: 44 start-page: 121 year: 2019 end-page: 131 ident: b0035 article-title: The link between information processing capability and competitive advantage mediated through decision-making effectiveness publication-title: Int. J. Inf. Manage. – volume: 44 start-page: 1998 year: 2016 end-page: 2009 ident: b0145 article-title: Estimation of a modified capability index for non-normal distributions publication-title: J. Test. Eval. – volume: 127 start-page: 221 year: 2017 end-page: 232 ident: b0110 article-title: Conceptualizing the circular economy: An analysis of 114 definitions publication-title: Resour. Conserv. Recycl. – volume: 23 start-page: 17 year: 1991 end-page: 26 ident: b0030 article-title: The Taguchi capability index publication-title: J. Quality Technology – volume: 166 start-page: 910 year: 2017 end-page: 938 ident: b0095 article-title: Metrics for optimising the multi-dimensional valueof resources recovered from waste in a circular economy: a critical review publication-title: J. Cleaner Prod. – volume: 35 start-page: 179 year: 2014 end-page: 203 ident: b0160 article-title: On the contingent value of dynamic capabilities for competitive advantage: The nonlinear moderating effect of environmental dynamism publication-title: Strateg. Manag. J. – volume: 142 start-page: 2741 year: 2017 end-page: 2751 ident: b0080 article-title: Measuring circular economy strategies through index methods: a critical analysis publication-title: J. Cleaner Prod. – volume: 107 start-page: 507 year: 2019 end-page: 515 ident: b0200 article-title: Circular Integration of processes, industries, and economies publication-title: Renew. Sustain. Energy Rev. – volume: 193 start-page: 1 year: 2017 end-page: 11 ident: b0025 article-title: Service supply chain management process capabilities: Measurement development publication-title: Int. J. Prod. Econ. – volume: 202 start-page: 120 year: 2018 end-page: 129 ident: b0115 article-title: Resource management practice through eco-innovation toward sustainable development using qualitative information and quantitative data publication-title: J. Cleaner Prod. – volume: 252 year: 2020 ident: b0130 article-title: A novel approach to measure product quality in sustainable supplier selection publication-title: J. Cleaner Prod. – volume: 55 start-page: 1065 year: 2017 end-page: 1084 ident: b0105 article-title: An efficient method for dynamic-demand joint replenishment problem with multiple suppliers and multiple vehicles publication-title: Int. J. Prod. Res. – volume: 31 start-page: 199 year: 2014 end-page: 205 ident: b0050 article-title: Economic specification limits and process mean settings by considering unequal target value and specification center publication-title: J. Indust. Production Eng. – year: 1996 ident: b0155 article-title: The Relation Between C – volume: 128 start-page: 134 year: 2018 end-page: 142 ident: b0125 article-title: Sustainable supply chain management using approximate fuzzy DEMATEL method publication-title: Resour. Conserv. Recycl. – volume: 62 start-page: 384 year: 2015 end-page: 395 ident: b0040 article-title: Linking business analytics to decision making effectiveness: A path model analysis publication-title: IEEE Trans. Eng. Manage. – volume: 34 start-page: 485 year: 2005 end-page: 505 ident: b0165 article-title: Estimating process capability indices based on subsamples for asymmetric tolerances publication-title: Commun. Statistics – Theory Methods – volume: 115 start-page: 436 year: 2015 end-page: 461 ident: b0180 article-title: Sustainable supply chain management: a closed-loop network approach publication-title: Indust. Management Data System – volume: 20 start-page: 162 year: 1988 end-page: 175 ident: b0045 article-title: A new measure of process capability C publication-title: J. Quality Technology – volume: 40 start-page: 126 year: 2017 end-page: 133 ident: b0060 article-title: A mathematical programming model for constructing the confidence interval of process capability index C publication-title: J. Chinese Inst. Eng. – volume: 60 start-page: 119 year: 2004 end-page: 136 ident: b0140 article-title: The index for asymmetric tolerances: Implications and inference publication-title: Metrika – volume: 12 start-page: 1668 year: 2012 end-page: 1677 ident: b0010 article-title: Sustainable supplier selection: a ranking model based on fuzzy inference system publication-title: Apply Soft Computing – volume: 212 start-page: 324 year: 2019 end-page: 333 ident: b0195 article-title: Business models for sustainable consumption in the circular economy: An expert study publication-title: J. Cleaner Prod. – volume: 6 start-page: 383 year: 1999 end-page: 398 ident: b0065 article-title: A new generalization of C publication-title: Int. J. Reliab. Qual. Saf. Eng. – volume: 35 start-page: 486 year: 2018 end-page: 505 ident: b0020 article-title: Evaluating supply chain flexibility under demand uncertainty with smoothing approach and VMI considerations publication-title: J. Industrial Production Eng. – volume: 44 start-page: 589 year: 2006 end-page: 600 ident: b0055 article-title: Supplier selection by testing the process incapability index publication-title: Int. J. Prod. Res. – volume: 18 start-page: 41 year: 1986 end-page: 52 ident: b0100 article-title: Process capability indices publication-title: J. Quality Technology – volume: 28 start-page: 424 year: 2015 end-page: 430 ident: b0175 article-title: Measuring the Manufacturing Yield for Skewed Wire Bonding Processes publication-title: IEEE Trans. Semicond. Manuf. – volume: 212 start-page: 1 year: 2019 end-page: 7 ident: b0070 article-title: Developing a fuzzy green supplier selection model using Six Sigma quality indices publication-title: Int. J. Prod. Econ. – volume: 9 start-page: 1810 year: 2017 end-page: 1826 ident: b0135 article-title: Circular business models: defining a concept and framing an emerging research field publication-title: Sustainability – volume: 154 year: 2020 ident: b0190 article-title: Circular economy enables sustainable consumption and production to lead economic growth publication-title: Resour. Conserv. Recycl. – volume: 168 start-page: 1289 year: 2017 end-page: 1296 ident: b0085 article-title: Circular economy measures that boost the upgrade of an aluminum industrial park publication-title: J. Cleaner Prod. – year: 2015 ident: b0170 article-title: Operations Management – volume: 116 start-page: 777 year: 2016 end-page: 800 ident: b0215 article-title: Multi-attribute approach to sustainable supply chain management under uncertainty publication-title: Indust. Manage. Data System – volume: 132 start-page: 49 year: 2018 end-page: 61 ident: b0005 article-title: Sustainable product design and development: a review of tools, applications and research prospects publication-title: Resour. Conserv. Recycl. – volume: 30 start-page: 329 year: 2018 end-page: 345 ident: b0120 article-title: A cradle-to-cradle analysis in the toner cartridge supply chain using fuzzy recycling production approach publication-title: Manage. Environmental Quality: An Int. J. – volume: 247 year: 2020 ident: b0150 article-title: Circular economy indicators for organizations considering sustainability and business models: Plastic, textile and electro-electronic cases publication-title: J. Cleaner Prod. – volume: 18 start-page: 41 issue: 1 year: 1986 ident: 10.1016/j.aei.2021.101249_b0100 article-title: Process capability indices publication-title: J. Quality Technology doi: 10.1080/00224065.1986.11978984 – volume: 115 start-page: 436 issue: 3 year: 2015 ident: 10.1016/j.aei.2021.101249_b0180 article-title: Sustainable supply chain management: a closed-loop network approach publication-title: Indust. Management Data System doi: 10.1108/IMDS-10-2014-0319 – volume: 28 start-page: 424 issue: 3 year: 2015 ident: 10.1016/j.aei.2021.101249_b0175 article-title: Measuring the Manufacturing Yield for Skewed Wire Bonding Processes publication-title: IEEE Trans. Semicond. Manuf. doi: 10.1109/TSM.2015.2422839 – volume: 168 start-page: 1289 year: 2017 ident: 10.1016/j.aei.2021.101249_b0085 article-title: Circular economy measures that boost the upgrade of an aluminum industrial park publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2017.09.115 – volume: 212 start-page: 324 year: 2019 ident: 10.1016/j.aei.2021.101249_b0195 article-title: Business models for sustainable consumption in the circular economy: An expert study publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2018.11.290 – volume: 127 start-page: 221 year: 2017 ident: 10.1016/j.aei.2021.101249_b0110 article-title: Conceptualizing the circular economy: An analysis of 114 definitions publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2017.09.005 – volume: 35 start-page: 486 issue: 8 year: 2018 ident: 10.1016/j.aei.2021.101249_b0020 article-title: Evaluating supply chain flexibility under demand uncertainty with smoothing approach and VMI considerations publication-title: J. Industrial Production Eng. doi: 10.1080/21681015.2018.1484392 – volume: 247 year: 2020 ident: 10.1016/j.aei.2021.101249_b0150 article-title: Circular economy indicators for organizations considering sustainability and business models: Plastic, textile and electro-electronic cases publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2019.119137 – volume: 132 start-page: 49 year: 2018 ident: 10.1016/j.aei.2021.101249_b0005 article-title: Sustainable product design and development: a review of tools, applications and research prospects publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2018.01.020 – volume: 55 start-page: 1065 issue: 4 year: 2017 ident: 10.1016/j.aei.2021.101249_b0105 article-title: An efficient method for dynamic-demand joint replenishment problem with multiple suppliers and multiple vehicles publication-title: Int. J. Prod. Res. doi: 10.1080/00207543.2016.1218564 – volume: 62 start-page: 384 issue: 3 year: 2015 ident: 10.1016/j.aei.2021.101249_b0040 article-title: Linking business analytics to decision making effectiveness: A path model analysis publication-title: IEEE Trans. Eng. Manage. doi: 10.1109/TEM.2015.2441875 – volume: 154 year: 2020 ident: 10.1016/j.aei.2021.101249_b0190 article-title: Circular economy enables sustainable consumption and production to lead economic growth publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2019.104601 – volume: 44 start-page: 1998 issue: 5 year: 2016 ident: 10.1016/j.aei.2021.101249_b0145 article-title: Estimation of a modified capability index for non-normal distributions publication-title: J. Test. Eval. doi: 10.1520/JTE20150357 – volume: 34 start-page: 485 issue: 2 year: 2005 ident: 10.1016/j.aei.2021.101249_b0165 article-title: Estimating process capability indices based on subsamples for asymmetric tolerances publication-title: Commun. Statistics – Theory Methods doi: 10.1081/STA-200045863 – volume: 141 start-page: 145 year: 2019 ident: 10.1016/j.aei.2021.101249_b0185 article-title: A literature review on green supply chain management: challenges and trends publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2018.10.009 – volume: 40 start-page: 126 issue: 2 year: 2017 ident: 10.1016/j.aei.2021.101249_b0060 article-title: A mathematical programming model for constructing the confidence interval of process capability index Cpm in evaluating process performance: An example of five-way pipe publication-title: J. Chinese Inst. Eng. doi: 10.1080/02533839.2017.1294996 – volume: 6 start-page: 383 issue: 4 year: 1999 ident: 10.1016/j.aei.2021.101249_b0065 article-title: A new generalization of Cpm for processes with asymmetric tolerances publication-title: Int. J. Reliab. Qual. Saf. Eng. doi: 10.1142/S0218539399000346 – volume: 212 start-page: 1 year: 2019 ident: 10.1016/j.aei.2021.101249_b0070 article-title: Developing a fuzzy green supplier selection model using Six Sigma quality indices publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2019.02.005 – volume: 107 start-page: 507 year: 2019 ident: 10.1016/j.aei.2021.101249_b0200 article-title: Circular Integration of processes, industries, and economies publication-title: Renew. Sustain. Energy Rev. doi: 10.1016/j.rser.2019.03.039 – year: 1996 ident: 10.1016/j.aei.2021.101249_b0155 – volume: 142 start-page: 2741 year: 2017 ident: 10.1016/j.aei.2021.101249_b0080 article-title: Measuring circular economy strategies through index methods: a critical analysis publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2016.10.196 – volume: 9 start-page: 1810 year: 2017 ident: 10.1016/j.aei.2021.101249_b0135 article-title: Circular business models: defining a concept and framing an emerging research field publication-title: Sustainability doi: 10.3390/su9101810 – volume: 35 start-page: 179 issue: 2 year: 2014 ident: 10.1016/j.aei.2021.101249_b0160 article-title: On the contingent value of dynamic capabilities for competitive advantage: The nonlinear moderating effect of environmental dynamism publication-title: Strateg. Manag. J. doi: 10.1002/smj.2099 – volume: 166 start-page: 910 year: 2017 ident: 10.1016/j.aei.2021.101249_b0095 article-title: Metrics for optimising the multi-dimensional valueof resources recovered from waste in a circular economy: a critical review publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2017.07.100 – volume: 44 start-page: 589 issue: 3 year: 2006 ident: 10.1016/j.aei.2021.101249_b0055 article-title: Supplier selection by testing the process incapability index publication-title: Int. J. Prod. Res. doi: 10.1080/00207540500319419 – volume: 60 start-page: 119 issue: 2 year: 2004 ident: 10.1016/j.aei.2021.101249_b0140 article-title: The index for asymmetric tolerances: Implications and inference publication-title: Metrika doi: 10.1007/s001840300300 – volume: 252 year: 2020 ident: 10.1016/j.aei.2021.101249_b0130 article-title: A novel approach to measure product quality in sustainable supplier selection publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2019.119838 – volume: 116 start-page: 777 issue: 4 year: 2016 ident: 10.1016/j.aei.2021.101249_b0215 article-title: Multi-attribute approach to sustainable supply chain management under uncertainty publication-title: Indust. Manage. Data System doi: 10.1108/IMDS-08-2015-0327 – volume: 20 start-page: 162 issue: 3 year: 1988 ident: 10.1016/j.aei.2021.101249_b0045 article-title: A new measure of process capability Cpm publication-title: J. Quality Technology doi: 10.1080/00224065.1988.11979102 – volume: 202 start-page: 120 year: 2018 ident: 10.1016/j.aei.2021.101249_b0115 article-title: Resource management practice through eco-innovation toward sustainable development using qualitative information and quantitative data publication-title: J. Cleaner Prod. doi: 10.1016/j.jclepro.2018.08.058 – volume: 128 start-page: 134 year: 2018 ident: 10.1016/j.aei.2021.101249_b0125 article-title: Sustainable supply chain management using approximate fuzzy DEMATEL method publication-title: Resour. Conserv. Recycl. doi: 10.1016/j.resconrec.2016.11.017 – volume: 30 start-page: 329 issue: 2 year: 2018 ident: 10.1016/j.aei.2021.101249_b0120 article-title: A cradle-to-cradle analysis in the toner cartridge supply chain using fuzzy recycling production approach publication-title: Manage. Environmental Quality: An Int. J. doi: 10.1108/MEQ-05-2018-0088 – volume: 12 start-page: 1668 year: 2012 ident: 10.1016/j.aei.2021.101249_b0010 article-title: Sustainable supplier selection: a ranking model based on fuzzy inference system publication-title: Apply Soft Computing doi: 10.1016/j.asoc.2012.01.023 – volume: 23 start-page: 17 issue: 1 year: 1991 ident: 10.1016/j.aei.2021.101249_b0030 article-title: The Taguchi capability index publication-title: J. Quality Technology doi: 10.1080/00224065.1991.11979279 – volume: 195 start-page: 106 year: 2018 ident: 10.1016/j.aei.2021.101249_b0015 article-title: Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2017.10.013 – volume: 44 start-page: 121 year: 2019 ident: 10.1016/j.aei.2021.101249_b0035 article-title: The link between information processing capability and competitive advantage mediated through decision-making effectiveness publication-title: Int. J. Inf. Manage. – volume: 31 start-page: 199 issue: 4 year: 2014 ident: 10.1016/j.aei.2021.101249_b0050 article-title: Economic specification limits and process mean settings by considering unequal target value and specification center publication-title: J. Indust. Production Eng. doi: 10.1080/21681015.2014.918906 – year: 2015 ident: 10.1016/j.aei.2021.101249_b0170 – volume: 121 start-page: 1 year: 2019 ident: 10.1016/j.aei.2021.101249_b0220 article-title: A group decision making sustainable supplier selection approach using extended TOPSIS under Interval valued Pythagorean fuzzy environment publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2018.12.010 – volume: 193 start-page: 1 year: 2017 ident: 10.1016/j.aei.2021.101249_b0025 article-title: Service supply chain management process capabilities: Measurement development publication-title: Int. J. Prod. Econ. doi: 10.1016/j.ijpe.2017.06.024 |
| SSID | ssj0016897 |
| Score | 2.3868575 |
| Snippet | •This study develops a Taguchi capability index for TBL perspectives incurred due to poor product quality.•A practical challenge is that many quality... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 101249 |
| SubjectTerms | Circular economy Data driven supplier selection Fuzzy numbers Loss function Membership function Taguchi capability index |
| Title | Data driven supplier selection as a circular economy enabler: A Taguchi capability index for manufactured products with asymmetric tolerances |
| URI | https://dx.doi.org/10.1016/j.aei.2021.101249 |
| Volume | 47 |
| WOSCitedRecordID | wos000630364600030&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: 1873-5320 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0016897 issn: 1474-0346 databaseCode: AIEXJ dateStart: 20020101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEF6FlgMXylOUAtoDJyxXyfrNLYKiAiJCahDhZK3X69ZV40Z2XKU_gh_Ev2NmH7YVHgIkLla0jr1O5vPM7Ow3M4Q8D6WXhzIIXQ9so-uzse9mDN7HjAmwPjKPksJXzSai2SxeLJKPo9E3mwtzdRFVVbzZJKv_KmoYA2Fj6uxfiLu7KQzAZxA6HEHscPwjwb_ma-7kNWoxp2mVk1k7jWp3o6jHDeZDlrXmn0qVl3ztSJVCVes89Tk_xRYpjgBDqrizmBuYy42iJC551WI2RIvE9ZWuF2tT5Jrr5RI7dAnwaOFuCKhm6P1OLeFA9lUQHVO6dT2g3X82QWxs7u0eN2UH4KlO5v5weZajwVyWPTtBq8_3razck7aH_Eye8kaFjr6AVq_kGfy6JXILhuEONtkKd3R5OD3pCdW2H_nu2DPBTKnHYgAftr0Y6npd3fMHs6EjGOeHXJaHOCmOMF1Kdasa9wlOhTMxtTHiBzfILouCBBTq7vTt0eJdt4UVxrqzj300u6WuyIVbE_3cKRo4OvM75LZZodCpRtZdMpLVPbJnVivU2ILmPvmKQKMaaNQCjXZAo7yhnFqgUQM0aoD2kk6pgRntYUYVzCjggQ5hRi3MKMKM9jCjPcwekE9vjuavjl3T3MMVLInWLq77RcLBXuTohYPLIJIC3FM_j4sYzkyEL0LBo4JnMgkKNuZFFhX5WAaZl2ewSHlIdqrLSj4i1M9wnZ8zEXCsYFdkmYi9SZgk8JhF5rF9Mrb_bipM5XtswHKRWorjeQoCSVEgqRbIPnnRXbLSZV9-92Xfiiw1fqv2R1PA168ve_xvlx2QW_178YTsrOtWPiU3xdW6bOpnBoXfAXBEwrA |
| 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=Data+driven+supplier+selection+as+a+circular+economy+enabler%3A+A+Taguchi+capability+index+for+manufactured+products+with+asymmetric+tolerances&rft.jtitle=Advanced+engineering+informatics&rft.au=Wang%2C+Chin-Hsin&rft.au=Ali%2C+Mohd+Helmi&rft.au=Chen%2C+Kuen-Suan&rft.au=Negash%2C+Yeneneh+Tamirat&rft.date=2021-01-01&rft.pub=Elsevier+Ltd&rft.issn=1474-0346&rft.eissn=1873-5320&rft.volume=47&rft_id=info:doi/10.1016%2Fj.aei.2021.101249&rft.externalDocID=S1474034621000045 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1474-0346&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1474-0346&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1474-0346&client=summon |