{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,22]],"date-time":"2025-07-22T10:51:27Z","timestamp":1753181487942,"version":"3.37.3"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2021,8,11]],"date-time":"2021-08-11T00:00:00Z","timestamp":1628640000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,8,11]],"date-time":"2021-08-11T00:00:00Z","timestamp":1628640000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2020MF085"],"award-info":[{"award-number":["ZR2020MF085"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2022,2]]},"DOI":"10.1007\/s10586-021-03372-7","type":"journal-article","created":{"date-parts":[[2021,8,11]],"date-time":"2021-08-11T13:03:42Z","timestamp":1628687022000},"page":"77-89","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Simulation-based regression analysis for the replenishment strategy of the crane & shuttle-based storage and retrieval system"],"prefix":"10.1007","volume":"25","author":[{"given":"Wenkai","family":"Ma","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinchang","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyan","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yaohua","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,8,11]]},"reference":[{"issue":"4","key":"3372_CR1","doi-asserted-by":"publisher","first-page":"1847","DOI":"10.1111\/itor.12864","volume":"28","author":"M K\u00fc\u00e7\u00fckya\u015far","year":"2020","unstructured":"K\u00fc\u00e7\u00fckya\u015far, M., Ekren, Y.B., Lerher, T.: Cost and performance comparison for tier-captive and tier-to-tier SBS\/RS warehouse configurations. Int. Trans. Oper. Res. 28(4), 1847\u20131863 (2020)","journal-title":"Int. Trans. Oper. Res."},{"issue":"18","key":"3372_CR2","doi-asserted-by":"publisher","first-page":"5432","DOI":"10.1080\/00207543.2019.1659519","volume":"58","author":"X Xu","year":"2020","unstructured":"Xu, X., Zhao, X., Zou, B., Gong, Y.Y., Wang, H.: Travel time models for a three-dimensional compact AS\/RS considering different I\/O point policies. Int. J. Prod. Res. 58(18), 5432\u20135455 (2020)","journal-title":"Int. J. Prod. Res."},{"issue":"3","key":"3372_CR3","doi-asserted-by":"publisher","first-page":"947","DOI":"10.1016\/j.ejor.2018.10.048","volume":"274","author":"E Tappia","year":"2019","unstructured":"Tappia, E., Roy, D., Melacini, M., De Koster, R.: Integrated storage-order picking systems: technology, performance models, and design insights. Eur. J. Oper. Res. 274(3), 947\u2013965 (2019)","journal-title":"Eur. J. Oper. Res."},{"issue":"4","key":"3372_CR4","doi-asserted-by":"publisher","first-page":"917","DOI":"10.1287\/trsc.2018.0873","volume":"53","author":"K Azadeh","year":"2019","unstructured":"Azadeh, K., De Koster, R., Roya, D.: Robotized and automated warehouse systems: review and recent developments. Transport. Sci. 53(4), 917\u2013945 (2019)","journal-title":"Transport. Sci."},{"issue":"21","key":"3372_CR5","doi-asserted-by":"publisher","first-page":"2405","DOI":"10.1080\/00207540903321665","volume":"48","author":"BY Ekren","year":"2010","unstructured":"Ekren, B.Y., Heragu, S.S.: Simulation-based regression analysis for the rack configuration of an autonomous vehicle storage and retrieval system. Int. J. Prod. Res. 48(21), 6257\u20136274 (2010)","journal-title":"Int. J. Prod. Res."},{"key":"3372_CR6","first-page":"1640","volume":"7","author":"BYEA Heragu","year":"2011","unstructured":"Heragu, B.Y.E.A.: Simulation based performance analysis of an autonomous vehicle storage and retrieval system. Simul. Model. Pract. Theory 7, 1640\u20131650 (2011)","journal-title":"Simul. Model. Pract. Theory"},{"key":"3372_CR7","doi-asserted-by":"publisher","first-page":"1045","DOI":"10.1080\/0740817X.2012.665201","volume":"12","author":"D Roy","year":"2012","unstructured":"Roy, D., Krishnamurthy, A., Heragu, S.S., Malmborg, C.J.: Performance analysis and design trade-offs in warehouses with autonomous vehicle technology. IIE Trans. 12, 1045\u20131060 (2012)","journal-title":"IIE Trans."},{"key":"3372_CR8","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1109\/TASE.2013.2243910","volume":"2","author":"D Roy","year":"2014","unstructured":"Roy, D., Krishnamurthy, A., Heragu, S.S., Malmborg, C.J.: Blocking effects in warehouse systems with autonomous vehicles. IEEE Trans. Autom. Sci. Eng. 2, 439\u2013451 (2014)","journal-title":"IEEE Trans. Autom. Sci. Eng."},{"issue":"14","key":"3372_CR9","doi-asserted-by":"publisher","first-page":"4365","DOI":"10.1080\/00207543.2013.778430","volume":"51","author":"G Marchet","year":"2013","unstructured":"Marchet, G., Melacini, M., Perotti, S., Tappia, E.: Development of a framework for the design of autonomous vehicle storage and retrieval systems. Int. J. Prod. Res. 51(14), 4365\u20134387 (2013)","journal-title":"Int. J. Prod. Res."},{"key":"3372_CR10","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1109\/TASE.2012.2200676","volume":"1","author":"BY Ekren","year":"2013","unstructured":"Ekren, B.Y., Heragu, S.S., Krishnamurthy, A., Malmborg, C.J.: An approximate solution for semi-open queueing network model of an autonomous vehicle storage and retrieval system. IEEE Trans. Autom. Sci. Eng. 1, 205\u2013215 (2013)","journal-title":"IEEE Trans. Autom. Sci. Eng."},{"key":"3372_CR11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2013.12.002","author":"BY Ekren","year":"2014","unstructured":"Ekren, B.Y., Heragu, S.S., Krishnamurthy, A., Malmborg, C.J.: Matrix-geometric solution for semi-open queuing network model of autonomous vehicle storage and retrieval system. Comput. Ind. Eng. (2014). https:\/\/doi.org\/10.1016\/j.cie.2013.12.002","journal-title":"Comput. Ind. Eng."},{"issue":"9\u201312","key":"3372_CR12","doi-asserted-by":"publisher","first-page":"1705","DOI":"10.1007\/s00170-014-6726-2","volume":"78","author":"T Lerher","year":"2015","unstructured":"Lerher, T., Ekren, B.Y., Dukic, G., Rosi, B.: Travel time model for shuttle-based storage and retrieval systems. Int. J. Adv. Manuf. Technol. 78(9\u201312), 1705\u20131725 (2015)","journal-title":"Int. J. Adv. Manuf. Technol."},{"issue":"9","key":"3372_CR13","doi-asserted-by":"publisher","first-page":"2519","DOI":"10.1080\/00207543.2015.1061717","volume":"54","author":"T Lerher","year":"2016","unstructured":"Lerher, T.: Travel time model for double-deep shuttle-based storage and retrieval systems. Int. J. Prod. Res. 54(9), 2519\u20132540 (2016)","journal-title":"Int. J. Prod. Res."},{"issue":"1","key":"3372_CR14","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.ejor.2016.03.039","volume":"254","author":"B Zou","year":"2016","unstructured":"Zou, B., Xu, X., Yale, Gong Y., De Koster, R.: Modeling parallel movement of lifts and vehicles in tier-captive vehicle-based warehousing systems. Eur. J. Oper. Res. 254(1), 51\u201367 (2016)","journal-title":"Eur. J. Oper. Res."},{"key":"3372_CR15","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.simpat.2016.03.007","volume":"67","author":"Z Ning","year":"2016","unstructured":"Ning, Z., Lei, L., Saipeng, Z., Lodewijks, G.: An efficient simulation model for rack design in multi-elevator shuttle-based storage and retrieval system. Simul. Model. Pract. Theory 67, 100\u2013116 (2016)","journal-title":"Simul. Model. Pract. Theory"},{"issue":"2","key":"3372_CR16","doi-asserted-by":"publisher","first-page":"120","DOI":"10.3846\/16484142.2016.1186732","volume":"32","author":"M Borovin\u0161ek","year":"2017","unstructured":"Borovin\u0161ek, M., Ekren, B.Y., Burinskien\u0117, A., Lerher, T.: Multi-objective optimisation model of shuttle-based storage and retrieval system. Transport. 32(2), 120\u2013137 (2017)","journal-title":"Transport."},{"key":"3372_CR17","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.apm.2018.06.037","volume":"63","author":"BY Ekren","year":"2018","unstructured":"Ekren, B.Y., Akpunar, A., Sari, Z., Lerher, T.: A tool for time, variance and energy related performance estimations in a shuttle-based storage and retrieval system. Appl. Math. Model. 63, 109\u2013127 (2018)","journal-title":"Appl. Math. Model."},{"key":"3372_CR18","doi-asserted-by":"publisher","first-page":"101991","DOI":"10.1016\/j.simpat.2019.101991","volume":"98","author":"BY Ekren","year":"2020","unstructured":"Ekren, B.Y.: A simulation-based experimental design for SBS\/RS warehouse design by considering energy related performance metrics. Simul. Model. Pract. Theory 98, 101991 (2020)","journal-title":"Simul. Model. Pract. Theory"},{"key":"3372_CR19","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/j.simpat.2017.12.006","volume":"82","author":"Y Ha","year":"2018","unstructured":"Ha, Y., Chae, J.: Free balancing for a shuttle-based storage and retrieval system. Simul. Model. Pract. Theory 82, 12\u201331 (2018)","journal-title":"Simul. Model. Pract. Theory"},{"key":"3372_CR20","doi-asserted-by":"publisher","first-page":"6449","DOI":"10.1007\/s10586-018-2246-4","volume":"22","author":"G Wu","year":"2019","unstructured":"Wu, G., Zou, B., Xu, X.: Shuttle-based operating policies for multiple-lift compact automated parking systems based on queuing networks. Clust. Comput. 22, 6449 (2019)","journal-title":"Clust. Comput."},{"key":"3372_CR21","first-page":"4003","volume":"22","author":"X Yu","year":"2019","unstructured":"Yu, X., Liao, X., Li, W., Liu, X., Tao, Z.: Logistics automation control based on machine learning algorithm. Clust. Comput. 22, 4003 (2019)","journal-title":"Clust. Comput."},{"key":"3372_CR22","doi-asserted-by":"publisher","first-page":"861","DOI":"10.1007\/s10586-018-2873-9","volume":"3","author":"X Xu","year":"2019","unstructured":"Xu, X., Zhao, X., Zou, B., Li, M.: Optimal dimensions for multi-deep storage systems under class-based storage policies. Clust. Comput. 3, 861\u2013875 (2019)","journal-title":"Clust. Comput."},{"key":"3372_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/24725854.2018.1560517","volume":"1","author":"T Lamballais","year":"2020","unstructured":"Lamballais, T., Roy, D., De Koster, R.E.: Inventory allocation in robotic mobile fulfillment systems. IISE Trans. 1, 1\u201317 (2020)","journal-title":"IISE Trans."},{"issue":"5\u20136","key":"3372_CR24","doi-asserted-by":"publisher","first-page":"2091","DOI":"10.1007\/s00170-020-04990-y","volume":"107","author":"M Eder","year":"2020","unstructured":"Eder, M.: Analytical model to estimate the performance of shuttle-based storage and retrieval systems with class-based storage policy. Int. J. Adv. Manuf. Technol. 107(5\u20136), 2091\u20132106 (2020)","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"3372_CR25","doi-asserted-by":"publisher","first-page":"106129","DOI":"10.1016\/j.cie.2019.106129","volume":"139","author":"IG Lee","year":"2020","unstructured":"Lee, I.G., Chung, S.H., Yoon, S.W.: Two-stage storage assignment to minimize travel time and congestion for warehouse order picking operations. Comput. Ind. Eng. 139, 106129 (2020)","journal-title":"Comput. Ind. Eng."},{"issue":"1","key":"3372_CR26","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.ijpe.2008.04.006","volume":"115","author":"JP Gagliardi","year":"2008","unstructured":"Gagliardi, J.P., Ruiz, A., Renaud, J.: Space allocation and stock replenishment synchronization in a distribution center. Int. J. Prod. Econom. 115(1), 19\u201327 (2008)","journal-title":"Int. J. Prod. Econom."},{"issue":"1","key":"3372_CR27","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1016\/j.ejor.2013.12.045","volume":"236","author":"H De Vries","year":"2014","unstructured":"De Vries, H., Carrasco-Gallego, R., Farenhorst-Yuan, T., Dekker, R.: Prioritizing replenishments of the piece picking area. Eur. J. Oper. Res. 236(1), 126\u2013134 (2014)","journal-title":"Eur. J. Oper. Res."},{"key":"3372_CR28","doi-asserted-by":"publisher","first-page":"102138","DOI":"10.1016\/j.tre.2020.102138","volume":"144","author":"M Jiang","year":"2020","unstructured":"Jiang, M., Leung, K.H., et al.: Picking-replenishment synchronization for robotic forward\u2013reserve warehouses. Transport. Res. E Logist. Transport. Rev. 144, 102138 (2020)","journal-title":"Transport. Res. E Logist. Transport. Rev."},{"issue":"5","key":"3372_CR29","doi-asserted-by":"publisher","first-page":"820","DOI":"10.3901\/CJME.2011.05.820","volume":"24","author":"C Shen","year":"2011","unstructured":"Shen, C., Wu, Y., Zhou, C.: Selecting between sequential zoning and simultaneous zoning for picker-to-parts order picking system based on order cluster and genetic algorithm. Chin. J. Mech. Eng. 24(5), 820\u2013828 (2011)","journal-title":"Chin. J. Mech. Eng."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-021-03372-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10586-021-03372-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-021-03372-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,19]],"date-time":"2022-01-19T22:02:55Z","timestamp":1642629775000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10586-021-03372-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,11]]},"references-count":29,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,2]]}},"alternative-id":["3372"],"URL":"https:\/\/doi.org\/10.1007\/s10586-021-03372-7","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2021,8,11]]},"assertion":[{"value":"11 December 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 July 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 July 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 August 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}