{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T19:15:34Z","timestamp":1780427734310,"version":"3.54.1"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T00:00:00Z","timestamp":1568246400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T00:00:00Z","timestamp":1568246400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"crossref","award":["2018YFB1701602"],"award-info":[{"award-number":["2018YFB1701602"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"crossref"}]},{"name":"the Fundamental Research Funds for the Central Universities","award":["2019RC26"],"award-info":[{"award-number":["2019RC26"]}]},{"name":"the Defense Industrial Technology Development Program","award":["JCKY2018601C011"],"award-info":[{"award-number":["JCKY2018601C011"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2020,4]]},"DOI":"10.1007\/s10845-019-01491-y","type":"journal-article","created":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T11:03:02Z","timestamp":1568286182000},"page":"1003-1018","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Shop floor data-driven spatial\u2013temporal verification for manual assembly planning"],"prefix":"10.1007","volume":"31","author":[{"given":"Wei","family":"Fang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lianyu","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2019,9,12]]},"reference":[{"key":"1491_CR1","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1016\/j.procir.2017.12.243","volume":"67","author":"P Agethen","year":"2018","unstructured":"Agethen, P., Gaisbauer, F., Froehlich, P., Manns, M., & Rukzio, E. (2018). Towards realistic walk path simulation in automotive assembly lines: A probabilistic approach. Procedia Cirp,67, 464\u2013469.","journal-title":"Procedia Cirp"},{"key":"1491_CR2","doi-asserted-by":"crossref","unstructured":"Agethen, P., Otto, M., Gaisbauer, F., & Rukzio, E. (2016). Presenting a novel motion capture-based approach for walk path segmentation and drift analysis in manual assembly. In Proceedings of 6th changeable, agile, reconfigurable and virtual production (pp. 286\u2013291).","DOI":"10.1016\/j.procir.2016.07.048"},{"key":"1491_CR3","doi-asserted-by":"crossref","unstructured":"Baines, T., Hadfield, L., Mason, S., & Ladbrook, J. (2003). Using empirical evidence of variations in worker performance to extend the capabilities of discrete event simulations in manufacturing. In Proceedings of the 2003 winter simulation conference (pp. 1210\u20131216).","DOI":"10.1109\/WSC.2003.1261552"},{"key":"1491_CR4","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1016\/j.rcim.2017.12.001","volume":"51","author":"K Bauters","year":"2018","unstructured":"Bauters, K., Cottyn, J., Claeys, D., Slembrouck, M., Veelaert, P., et al. (2018). Automated work cycle classification and performance measurement for manual work stations. Robotics and Computer-Integrated Manufacturing,51, 139\u2013157.","journal-title":"Robotics and Computer-Integrated Manufacturing"},{"issue":"1","key":"1491_CR5","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1108\/AA-07-2013-067","volume":"34","author":"E Cevikcan","year":"2014","unstructured":"Cevikcan, E. (2014). A mathematical programming approach for walking-worker assembly systems. Assembly Automation,34(1), 56\u201368.","journal-title":"Assembly Automation"},{"key":"1491_CR6","doi-asserted-by":"crossref","unstructured":"Claeys, A., Hoedt, S., Soete, N., Cottyn, J., & Landeghem, H. (2015). Framework for evaluating cognitive support in mixed model assembly systems. In Proceedings of 15th IFAC symposium on information control in manufacturing (pp. 924\u2013929).","DOI":"10.1016\/j.ifacol.2015.06.201"},{"issue":"2","key":"1491_CR7","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1016\/j.ergon.2008.10.005","volume":"39","author":"L Dan","year":"2009","unstructured":"Dan, L., Hanson, L., & Ortengren, R. (2009). A comparative study of digital human modelling simulation results and their outcomes in reality: A case study within manual assembly of automobiles. International Journal of Industrial Ergonomics,39(2), 428\u2013441.","journal-title":"International Journal of Industrial Ergonomics"},{"issue":"1","key":"1491_CR8","doi-asserted-by":"crossref","first-page":"11","DOI":"10.3233\/OER-2007-7103","volume":"7","author":"J Du","year":"2007","unstructured":"Du, J., & Duffy, V. (2007). A methodology for assessing industrial workstations using optical motion capture integrated with digital human models. Occupational Ergonomics,7(1), 11\u201325.","journal-title":"Occupational Ergonomics"},{"issue":"1\u20134","key":"1491_CR9","doi-asserted-by":"publisher","first-page":"1243","DOI":"10.1007\/s00170-017-0526-4","volume":"93","author":"W Fang","year":"2017","unstructured":"Fang, W., Zheng, L., & Xu, J. (2017). Self-contained optical-inertial motion capturing for assembly planning in digital factory. The International Journal of Advanced Manufacturing Technology,93(1\u20134), 1243\u20131256.","journal-title":"The International Journal of Advanced Manufacturing Technology"},{"issue":"1","key":"1491_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TRO.2016.2597321","volume":"33","author":"C Forster","year":"2017","unstructured":"Forster, C., Carlone, L., Dellaert, F., & Scaramuzza, D. (2017). On-manifold preintegration for real-time visual-inertial odometry. IEEE Transactions on Robotics,33(1), 1\u201321.","journal-title":"IEEE Transactions on Robotics"},{"issue":"5\u20138","key":"1491_CR11","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1007\/s00170-015-7628-7","volume":"83","author":"W Gao","year":"2016","unstructured":"Gao, W., Shao, X., & Liu, H. (2016). Enhancing fidelity of virtual assembly by considering human factors. International Journal of Advanced Manufacturing Technology,83(5\u20138), 873\u2013886.","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"10","key":"1491_CR12","doi-asserted-by":"publisher","first-page":"1060","DOI":"10.1080\/0951192X.2017.1305501","volume":"30","author":"R Hedman","year":"2017","unstructured":"Hedman, R., & Almstrom, P. (2017). A state of the art system for managing time data in manual assembly. International Journal of Computer Integrated Manufacturing,30(10), 1060\u20131071.","journal-title":"International Journal of Computer Integrated Manufacturing"},{"issue":"9","key":"1491_CR13","doi-asserted-by":"publisher","first-page":"1450","DOI":"10.1109\/TPAMI.2006.176","volume":"28","author":"W Hu","year":"2006","unstructured":"Hu, W., Xiao, X., Fu, Z., Xie, D., & Tan, T. (2006). A system for learning statistical motion patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence,28(9), 1450\u20131464.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"6","key":"1491_CR14","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1007\/s10845-008-0121-5","volume":"19","author":"G Huang","year":"2008","unstructured":"Huang, G., Zhang, Y., Chen, X., & Newman, S. (2008). RFID-enabled real-time wireless manufacturing for adaptive assembly planning and control. Journal of Intelligent Manufacturing,19(6), 701\u2013713.","journal-title":"Journal of Intelligent Manufacturing"},{"key":"1491_CR15","unstructured":"Huikari, V., Koskimaaki, H., Siirtola, P., & Roning, J. (2011). User-independent activity recognition for industrial assembly lines-feature vs. instance selection. In International conference on pervasive computing and applications (pp. 307\u2013312)."},{"key":"1491_CR16","unstructured":"INTERACT. (2013\u20132016). Interactive manual assembly operations for the human-centered workplaces of the future. http:\/\/www.interact-fp7.eu\/ . Retrieved September 22, 2018."},{"issue":"8","key":"1491_CR17","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1016\/S0010-4485(96)00094-2","volume":"29","author":"S Jayaram","year":"1997","unstructured":"Jayaram, S., Connacher, H., & Lyons, K. (1997). Virtual assembly using virtual reality techniques. Computer-Aided Design,29(8), 575\u2013584.","journal-title":"Computer-Aided Design"},{"issue":"7","key":"1491_CR18","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1109\/TPAMI.2002.1017616","volume":"24","author":"T Kanungo","year":"2002","unstructured":"Kanungo, T., Mount, D. M., Netanyahu, N. S., Piatko, C. D., & Silverman, R. (2002). An efficient k-means clustering algorithm: Analysis and implementation. IEEE Transactions on Pattern Analysis and Machine Intelligence,24(7), 881\u2013892.","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"1491_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-018-1416-9","author":"X Kong","year":"2018","unstructured":"Kong, X., Luo, H., Huang, G., & Yang, X. (2018). Industrial wearable system: the human-centric empowering technology in Industry 4.0. Journal of Intelligent Manufacturing. https:\/\/doi.org\/10.1007\/s10845-018-1416-9 .","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"7648","key":"1491_CR20","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1038\/544023a","volume":"544","author":"A Kusiak","year":"2017","unstructured":"Kusiak, A. (2017). Smart manufacturing must embrace big data. Nature,544(7648), 23\u201325.","journal-title":"Nature"},{"issue":"4","key":"1491_CR21","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/s12599-014-0334-4","volume":"4","author":"H Lasi","year":"2014","unstructured":"Lasi, H., Fettke, P., Feld, T., & Hoffmann, M. (2014). Industry. Business and Information Systems Engineering,4(4), 239\u2013242.","journal-title":"Business and Information Systems Engineering"},{"issue":"12","key":"1491_CR22","doi-asserted-by":"publisher","first-page":"1763","DOI":"10.1243\/09544054JEM769","volume":"221","author":"S Lassalle","year":"2007","unstructured":"Lassalle, S., Wang, Q., Owen, G., & Mileham, A. (2007). A study of in-process waiting time on a linear walking worker assembly line. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture,221(12), 1763\u20131770.","journal-title":"Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture"},{"issue":"2","key":"1491_CR23","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1007\/s10845-014-0976-6","volume":"28","author":"M Liu","year":"2017","unstructured":"Liu, M., Ma, J., Lin, L., Ge, M., Wang, Q., et al. (2017). Intelligent assembly system for mechanical products and key technology based on internet of things. Journal of Intelligent Manufacturing,28(2), 271\u2013299.","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"9","key":"1491_CR24","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1080\/0951192X.2018.1466396","volume":"31","author":"M Manns","year":"2018","unstructured":"Manns, M., Fischer, K., Du, H., Slusallek, P., & Alexopoulos, K. (2018). A new approach to plan manual assembly. International Journal of Computer Integrated Manufacturing,31(9), 907\u2013920.","journal-title":"International Journal of Computer Integrated Manufacturing"},{"key":"1491_CR25","doi-asserted-by":"crossref","unstructured":"Manns, M., Otto, M., & Mauer, M. (2016). Measuring motion capture data quality for data driven human motion synthesis. In Proceedings of 48th CIRP conference on manufacturing systems (pp. 945\u2013950).","DOI":"10.1016\/j.procir.2015.12.068"},{"key":"1491_CR26","doi-asserted-by":"publisher","first-page":"1008","DOI":"10.1007\/978-3-540-73321-8_113","volume":"4561","author":"P Meulen","year":"2007","unstructured":"Meulen, P., & Seidl, A. (2007). Ramsis\u2014The leading cad tool for ergonomic analysis of vehicles. Lecture Notes in Computer Science,4561, 1008\u20131017.","journal-title":"Lecture Notes in Computer Science"},{"issue":"2","key":"1491_CR27","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1016\/j.cirp.2013.05.005","volume":"62","author":"CL Ming","year":"2013","unstructured":"Ming, C. L., Elmaraghy, H. A., Nee, A. Y. C., Ong, S. K., Lanzetta, M., et al. (2013). CAD model based virtual assembly simulation, planning and training. CIRP Annals-Manufacturing Technology,62(2), 799\u2013822.","journal-title":"CIRP Annals-Manufacturing Technology"},{"key":"1491_CR28","unstructured":"Pan, C. (2005). Integrating CAD files and automatic assembly sequence planning. Ph.D. thesis, Iowa State University."},{"key":"1491_CR29","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1007\/s00170-015-7883-7","volume":"85","author":"V Prabhu","year":"2015","unstructured":"Prabhu, V., Song, B., Thrower, J., Tiwari, A., & Webb, P. (2015). Digitisation of a moving assembly operation using multiple depth imaging sensors. International Journal of Advanced Manufacturing Technology,85, 163\u2013184.","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"2","key":"1491_CR30","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/s10055-015-0261-9","volume":"19","author":"S Puthenveetil","year":"2015","unstructured":"Puthenveetil, S., Daphalapurkar, C., Zhu, W., Leu, M., Liu, X., et al. (2015). Computer-automated ergonomic analysis based on motion capture and assembly simulation. Virtual Real-London,19(2), 119\u2013128.","journal-title":"Virtual Real-London"},{"issue":"9\u201312","key":"1491_CR31","doi-asserted-by":"publisher","first-page":"2355","DOI":"10.1007\/s00170-013-5207-3","volume":"69","author":"S Qiu","year":"2013","unstructured":"Qiu, S., Fan, X., Wu, D., He, Q., & Zhou, D. (2013). Virtual human modeling for interactive assembly and disassembly operation in virtual reality environment. The International Journal of Advanced Manufacturing Technology,69(9\u201312), 2355\u20132372.","journal-title":"The International Journal of Advanced Manufacturing Technology"},{"key":"1491_CR32","doi-asserted-by":"publisher","first-page":"1203","DOI":"10.1007\/s10845-015-1168-8","volume":"29","author":"D Rude","year":"2015","unstructured":"Rude, D., Adams, S., & Beling, P. (2015). Task recognition from joint tracking data in an operational manufacturing cell. Journal of Intelligent Manufacturing,29, 1203\u20131217.","journal-title":"Journal of Intelligent Manufacturing"},{"key":"1491_CR33","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1566672","author":"M Sahin","year":"2019","unstructured":"Sahin, M., & Kellegoz, T. (2019). Balancing multi-manned assembly lines with walking workers: Problem definition, mathematical formulation, and an electromagnetic field optimisation algorithm. International Journal of Production Research. https:\/\/doi.org\/10.1080\/00207543.2019.1566672 .","journal-title":"International Journal of Production Research"},{"key":"1491_CR34","doi-asserted-by":"crossref","unstructured":"Stoessel, C., Wiesbeck, M., Stork, S., Zaeh, M.F., & Schuboe, A. (2008). Towards optimal worker assistance: investigating cognitive processes in manual assembly. In Proceedings of the CIRP conference on manufacturing systems (pp. 245\u2013250).","DOI":"10.1007\/978-1-84800-267-8_50"},{"key":"1491_CR35","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/j.jmsy.2018.01.006","volume":"48","author":"F Tao","year":"2018","unstructured":"Tao, F., Qi, Q., Liu, A., & Kusiak, A. (2018). Data-driven smart manufacturing. Journal of Manufacturing Systems,48, 157\u2013169.","journal-title":"Journal of Manufacturing Systems"},{"key":"1491_CR36","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1016\/j.rcim.2016.03.005","volume":"41","author":"X Wang","year":"2016","unstructured":"Wang, X., Ong, S. K., & Nee, A. Y. C. (2016). Real-virtual components interaction for assembly simulation and planning. Robotics and Computer-Integrated Manufacturing,41, 102\u2013114.","journal-title":"Robotics and Computer-Integrated Manufacturing"},{"issue":"3","key":"1491_CR37","doi-asserted-by":"publisher","first-page":"821","DOI":"10.1007\/s10845-010-0438-8","volume":"23","author":"D Wu","year":"2012","unstructured":"Wu, D., Zhen, X., Fan, X., Hu, Y., & Zhu, H. (2012). A virtual environment for complex products collaborative assembly operation simulation. Journal of Intelligent Manufacturing,23(3), 821\u2013833.","journal-title":"Journal of Intelligent Manufacturing"},{"issue":"7","key":"1491_CR38","doi-asserted-by":"publisher","first-page":"869","DOI":"10.1016\/j.compind.2013.06.001","volume":"64","author":"Q Yang","year":"2013","unstructured":"Yang, Q., Wu, D., Zhu, H., Bao, J., & Wei, Z. (2013). Assembly operation process planning by mapping a virtual assembly simulation to real operation. Computers in Industry,64(7), 869\u2013879.","journal-title":"Computers in Industry"},{"issue":"3","key":"1491_CR39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2743025","volume":"6","author":"Y Zheng","year":"2015","unstructured":"Zheng, Y. (2015). Trajectory data mining: An overview. ACM Transactions on Intelligent Systems and Technology,6(3), 1\u201341.","journal-title":"ACM Transactions on Intelligent Systems and Technology"}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-019-01491-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10845-019-01491-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-019-01491-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,28]],"date-time":"2022-09-28T12:19:25Z","timestamp":1664367565000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-019-01491-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,12]]},"references-count":39,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["1491"],"URL":"https:\/\/doi.org\/10.1007\/s10845-019-01491-y","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9,12]]},"assertion":[{"value":"26 April 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 September 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 September 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}