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Volumn 159, Issue , 2017, Pages 229-240

A framework for Big Data driven product lifecycle management

Author keywords

Economic impact; Macro level analysis; Maintenance; Micro level analysis; Service

Indexed keywords

BIG DATA; COMPETITION; DECISION MAKING; ENERGY CONSERVATION; FAULT DETECTION; INDUSTRIAL ECONOMICS; INFORMATION MANAGEMENT; MAINTENANCE; MANUFACTURE; NETWORK FUNCTION VIRTUALIZATION; RADIO FREQUENCY IDENTIFICATION (RFID);

EID: 85020025572     PISSN: 09596526     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclepro.2017.04.172     Document Type: Article
Times cited : (206)

References (75)
  • 1
    • 79751532697 scopus 로고    scopus 로고
    • Model-based definition design in the product lifecycle management scenario
    • Alemanni, M., Destefanis, F., Vezzetti, E., Model-based definition design in the product lifecycle management scenario. Int. J. Adv. Manuf. Technol. 52 (2011), 1–14, 10.1007/s00170-010-2699-y.
    • (2011) Int. J. Adv. Manuf. Technol. , vol.52 , pp. 1-14
    • Alemanni, M.1    Destefanis, F.2    Vezzetti, E.3
  • 2
    • 84930621844 scopus 로고    scopus 로고
    • How Big Data Can Improve Manufacturing
    • McKinsey
    • Auschitzky, E., Hammer, M., Rajagopaul, A., How Big Data Can Improve Manufacturing. 2014, McKinsey, 1–4.
    • (2014) , pp. 1-4
    • Auschitzky, E.1    Hammer, M.2    Rajagopaul, A.3
  • 3
    • 70450136675 scopus 로고    scopus 로고
    • The hadoop distributed file system: architecture and design
    • Borthakur, D., The hadoop distributed file system: architecture and design. Hadoop Proj. Website, 11, 2007, 21.
    • (2007) Hadoop Proj. Website , vol.11 , pp. 21
    • Borthakur, D.1
  • 4
    • 79956072588 scopus 로고    scopus 로고
    • Scalable SQL and NoSQL data stores
    • Cattell, R., Scalable SQL and NoSQL data stores. ACM Sigmod Rec. 39 (2011), 12–27, 10.1145/1978915.1978919.
    • (2011) ACM Sigmod Rec. , vol.39 , pp. 12-27
    • Cattell, R.1
  • 5
    • 84898796363 scopus 로고    scopus 로고
    • Big data: a survey
    • Chen, M., Mao, S., Liu, Y., Big data: a survey. Mob. Netw. Appl. 19 (2014), 171–209, 10.1007/s11036-013-0489-0.
    • (2014) Mob. Netw. Appl. , vol.19 , pp. 171-209
    • Chen, M.1    Mao, S.2    Liu, Y.3
  • 6
    • 84870899455 scopus 로고    scopus 로고
    • Extracting performance rules of suppliers in the manufacturing industry: an empirical study
    • Chen, Y.S., Chen, C.H., Lai, C.J., Extracting performance rules of suppliers in the manufacturing industry: an empirical study. J. Intell. Manuf. 23 (2012), 2037–2045, 10.1007/s10845-011-0530-8.
    • (2012) J. Intell. Manuf. , vol.23 , pp. 2037-2045
    • Chen, Y.S.1    Chen, C.H.2    Lai, C.J.3
  • 7
    • 84976466622 scopus 로고    scopus 로고
    • An SBM-DEA model with parallel computing design for environmental efficiency evaluation in the big data context: a transportation system application
    • Chu, J.F., Wu, J., Song, M.L., An SBM-DEA model with parallel computing design for environmental efficiency evaluation in the big data context: a transportation system application. Ann. Oper. Res., 2016, 1–20, 10.1007/s10479-016-2264-7.
    • (2016) Ann. Oper. Res. , pp. 1-20
    • Chu, J.F.1    Wu, J.2    Song, M.L.3
  • 8
    • 85019972546 scopus 로고    scopus 로고
    • Service of Industrial Equipment
    • (Accessed 15 August 2016, in Chinese)
    • CQGI, Service of Industrial Equipment. 2015 http://www.cqgic.com/aspx/ch/list.aspx?classid=145 (Accessed 15 August 2016, in Chinese).
    • (2015)
    • CQGI1
  • 10
    • 84941089249 scopus 로고    scopus 로고
    • Data mining approach for knowledge-based process planning
    • Denkena, B., Schmidt, J., Krüger, M., Data mining approach for knowledge-based process planning. Procedia Technol. 15 (2014), 406–415, 10.1016/j.protcy.2014.09.095.
    • (2014) Procedia Technol. , vol.15 , pp. 406-415
    • Denkena, B.1    Schmidt, J.2    Krüger, M.3
  • 11
    • 85027927683 scopus 로고    scopus 로고
    • Customer profitability forecasting using big data analytics: a case study of the insurance industry
    • Fang, K., Jiang, Y., Song, M., Customer profitability forecasting using big data analytics: a case study of the insurance industry. Comput. Ind. Eng. 101 (2016), 554–564, 10.1016/j.cie.2016.09.011.
    • (2016) Comput. Ind. Eng. , vol.101 , pp. 554-564
    • Fang, K.1    Jiang, Y.2    Song, M.3
  • 12
    • 80051549702 scopus 로고    scopus 로고
    • An RFID application in large job shop remanufacturing operations
    • Ferrer, G., Heath, S.K., Dew, N., An RFID application in large job shop remanufacturing operations. Int. J. Prod. Econ. 133 (2011), 612–621, 10.1016/j.ijpe.2011.05.006.
    • (2011) Int. J. Prod. Econ. , vol.133 , pp. 612-621
    • Ferrer, G.1    Heath, S.K.2    Dew, N.3
  • 13
    • 79958785956 scopus 로고    scopus 로고
    • Service-oriented manufacturing: a new product pattern and manufacturing paradigm
    • Gao, J., Yao, Y., Zhu, V.C.Y., Sun, L., Lin, L., Service-oriented manufacturing: a new product pattern and manufacturing paradigm. J. Intell. Manuf. 22 (2011), 435–446, 10.1007/s10845-009-0301-y.
    • (2011) J. Intell. Manuf. , vol.22 , pp. 435-446
    • Gao, J.1    Yao, Y.2    Zhu, V.C.Y.3    Sun, L.4    Lin, L.5
  • 14
    • 84930381914 scopus 로고    scopus 로고
    • A multi-criteria optimization approach to manage environmental issues in closed loop supply chain network design
    • Garg, K., Kannan, D., Diabat, A., Jha, P.C., A multi-criteria optimization approach to manage environmental issues in closed loop supply chain network design. J. Clean. Prod. 100 (2015), 297–314, 10.1016/j.jclepro.2015.02.075.
    • (2015) J. Clean. Prod. , vol.100 , pp. 297-314
    • Garg, K.1    Kannan, D.2    Diabat, A.3    Jha, P.C.4
  • 15
    • 79951744658 scopus 로고    scopus 로고
    • A new integrated design concept evaluation approach based on vague sets
    • Geng, X., Chu, X., Zhang, Z., A new integrated design concept evaluation approach based on vague sets. Expert Syst. Appl. 37 (2010), 6629–6638, 10.1016/j.eswa.2010.03.058.
    • (2010) Expert Syst. Appl. , vol.37 , pp. 6629-6638
    • Geng, X.1    Chu, X.2    Zhang, Z.3
  • 17
    • 84938216723 scopus 로고    scopus 로고
    • Making real progress toward more sustainable societies using decision support models and tools: introduction to the special volume
    • Gonzalez, E.D.R.S., Sarkis, J., Huisingh, D., Huatuco, L.H., Maculan, N., Montoya-Torres, J.R., De Almeida, C.M.V.B., Making real progress toward more sustainable societies using decision support models and tools: introduction to the special volume. J. Clean. Prod. 105 (2015), 1–13, 10.1016/j.jclepro.2015.05.047.
    • (2015) J. Clean. Prod. , vol.105 , pp. 1-13
    • Gonzalez, E.D.R.S.1    Sarkis, J.2    Huisingh, D.3    Huatuco, L.H.4    Maculan, N.5    Montoya-Torres, J.R.6    De Almeida, C.M.V.B.7
  • 18
    • 84915733989 scopus 로고    scopus 로고
    • An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment
    • Guo, Z.X., Ngai, E.W.T., Yang, C., Liang, X., An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment. Int. J. Prod. Econ. 159 (2015), 16–28, 10.1016/j.ijpe.2014.09.004.
    • (2015) Int. J. Prod. Econ. , vol.159 , pp. 16-28
    • Guo, Z.X.1    Ngai, E.W.T.2    Yang, C.3    Liang, X.4
  • 19
    • 84901705764 scopus 로고    scopus 로고
    • Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications
    • Hazen, B.T., Boone, C.A., Ezell, J.D., Jones-Farmer, L.A., Data quality for data science, predictive analytics, and big data in supply chain management: an introduction to the problem and suggestions for research and applications. Int. J. Prod. Econ. 154 (2014), 72–80, 10.1016/j.ijpe.2014.04.018.
    • (2014) Int. J. Prod. Econ. , vol.154 , pp. 72-80
    • Hazen, B.T.1    Boone, C.A.2    Ezell, J.D.3    Jones-Farmer, L.A.4
  • 20
    • 84936972667 scopus 로고    scopus 로고
    • Big data and supply chain decisions: the impact of volume, variety and velocity properties on the bullwhip effect
    • Hofmann, E., Big data and supply chain decisions: the impact of volume, variety and velocity properties on the bullwhip effect. Int. J. Prod. Res. 7543 (2015), 1–19, 10.1080/00207543.2015.1061222.
    • (2015) Int. J. Prod. Res. , vol.7543 , pp. 1-19
    • Hofmann, E.1
  • 21
    • 84864755783 scopus 로고    scopus 로고
    • RFID- enabled product-service system for automotive part and accessory manufacturing alliances
    • Huang, G.Q., Qu, T., Zhang, Y., Yang, H.D., RFID- enabled product-service system for automotive part and accessory manufacturing alliances. Int. J. Prod. Res. 50 (2012), 3821–3840, 10.1080/00207543.2011.592863.
    • (2012) Int. J. Prod. Res. , vol.50 , pp. 3821-3840
    • Huang, G.Q.1    Qu, T.2    Zhang, Y.3    Yang, H.D.4
  • 23
    • 78651533629 scopus 로고    scopus 로고
    • The pathologies of Big Data
    • Jacobs, A., The pathologies of Big Data. Queue, 7, 2009, 10, 10.1145/1563821.1563874.
    • (2009) Queue , vol.7 , pp. 10
    • Jacobs, A.1
  • 24
    • 84922371818 scopus 로고    scopus 로고
    • An experimental approach for developing radio frequency identification (RFID) ready packaging
    • Jaggi, A.S., Sawhney, R.S., Balestrassi, P.P., Simonton, J., Upreti, G., An experimental approach for developing radio frequency identification (RFID) ready packaging. J. Clean. Prod. 85 (2014), 371–381, 10.1016/j.jclepro.2014.08.105.
    • (2014) J. Clean. Prod. , vol.85 , pp. 371-381
    • Jaggi, A.S.1    Sawhney, R.S.2    Balestrassi, P.P.3    Simonton, J.4    Upreti, G.5
  • 27
    • 79953743773 scopus 로고    scopus 로고
    • Closed-loop PLM for intelligent products in the era of the Internet of things
    • Kiritsis, D., Closed-loop PLM for intelligent products in the era of the Internet of things. CAD Comput. Aided Des. 43 (2011), 479–501, 10.1016/j.cad.2010.03.002.
    • (2011) CAD Comput. Aided Des. , vol.43 , pp. 479-501
    • Kiritsis, D.1
  • 28
    • 79957992809 scopus 로고    scopus 로고
    • A review of data mining applications for quality improvement in manufacturing industry
    • Köksal, G., Batmaz, I., Testik, M.C., A review of data mining applications for quality improvement in manufacturing industry. Expert Syst. Appl. 38 (2011), 13448–13467, 10.1016/j.eswa.2011.04.063.
    • (2011) Expert Syst. Appl. , vol.38 , pp. 13448-13467
    • Köksal, G.1    Batmaz, I.2    Testik, M.C.3
  • 29
    • 84922443635 scopus 로고    scopus 로고
    • RFID-enabled process reengineering of closed-loop supply chains in the healthcare industry of Singapore
    • Kumar, A., Rahman, S., RFID-enabled process reengineering of closed-loop supply chains in the healthcare industry of Singapore. J. Clean. Prod. 85 (2014), 382–394, 10.1016/j.jclepro.2014.04.037.
    • (2014) J. Clean. Prod. , vol.85 , pp. 382-394
    • Kumar, A.1    Rahman, S.2
  • 30
    • 79551620605 scopus 로고    scopus 로고
    • Prediction of status patterns of wind turbines: a data-mining approach
    • Kusiak, A., Verma, A., Prediction of status patterns of wind turbines: a data-mining approach. J. Sol. Energy Eng., 133, 2011, 11008, 10.1115/1.4003188.
    • (2011) J. Sol. Energy Eng. , vol.133 , pp. 11008
    • Kusiak, A.1    Verma, A.2
  • 31
    • 84865610293 scopus 로고    scopus 로고
    • 3-D Data Management:Controlling Data Volume, Velocity and Variety
    • META Gr. Res. Note 1–4
    • Laney, D., 3-D Data Management:Controlling Data Volume, Velocity and Variety. 2001 META Gr. Res. Note 1–4.
    • (2001)
    • Laney, D.1
  • 32
    • 67349083542 scopus 로고    scopus 로고
    • An architecture for ubiquitous product life cycle support system and its extension to machine tools with product data model
    • Lee, B.E., Suh, S.H., An architecture for ubiquitous product life cycle support system and its extension to machine tools with product data model. Int. J. Adv. Manuf. Technol. 42 (2009), 606–620, 10.1007/s00170-008-1628-9.
    • (2009) Int. J. Adv. Manuf. Technol. , vol.42 , pp. 606-620
    • Lee, B.E.1    Suh, S.H.2
  • 33
    • 37849047751 scopus 로고    scopus 로고
    • Product lifecycle management in aviation maintenance, repair and overhaul
    • Lee, S.G., Ma, Y.S., Thimm, G.L., Verstraeten, J., Product lifecycle management in aviation maintenance, repair and overhaul. Comput. Ind 59 (2008), 296–303, 10.1016/j.compind.2007.06.022.
    • (2008) Comput. Ind , vol.59 , pp. 296-303
    • Lee, S.G.1    Ma, Y.S.2    Thimm, G.L.3    Verstraeten, J.4
  • 34
    • 84941662063 scopus 로고    scopus 로고
    • Industrial automation based on cyber-physical systems technologies: prototype implementations and challenges
    • Leitão, P., Colombo, A.W., Karnouskos, S., Industrial automation based on cyber-physical systems technologies: prototype implementations and challenges. Comput. Ind 81 (2016), 11–25, 10.1016/j.compind.2015.08.004.
    • (2016) Comput. Ind , vol.81 , pp. 11-25
    • Leitão, P.1    Colombo, A.W.2    Karnouskos, S.3
  • 35
    • 84942374449 scopus 로고    scopus 로고
    • Big data in product lifecycle management
    • Li, J., Tao, F., Cheng, Y., Zhao, L., Big data in product lifecycle management. Int. J. Adv. Manuf. Technol. 81 (2015), 667–684, 10.1007/s00170-015-7151-x.
    • (2015) Int. J. Adv. Manuf. Technol. , vol.81 , pp. 667-684
    • Li, J.1    Tao, F.2    Cheng, Y.3    Zhao, L.4
  • 36
    • 84876317225 scopus 로고    scopus 로고
    • Sustainable competitive advantage in turbulent business environments
    • Liu, Y., Sustainable competitive advantage in turbulent business environments. Int. J. Prod. Res. 51 (2013), 2821–2841, 10.1080/00207543.2012.720392.
    • (2013) Int. J. Prod. Res. , vol.51 , pp. 2821-2841
    • Liu, Y.1
  • 37
    • 84913607170 scopus 로고    scopus 로고
    • Evaluating and developing resource-based operations strategy for competitive advantage: an exploratory study of Finnish high-tech manufacturing industries
    • Liu, Y., Liang, L., Evaluating and developing resource-based operations strategy for competitive advantage: an exploratory study of Finnish high-tech manufacturing industries. Int. J. Prod. Res. 53 (2015), 1019–1037, 10.1080/00207543.2014.932936.
    • (2015) Int. J. Prod. Res. , vol.53 , pp. 1019-1037
    • Liu, Y.1    Liang, L.2
  • 38
    • 84897111094 scopus 로고    scopus 로고
    • Demand trend mining for predictive life cycle design
    • Ma, J., Kwak, M., Kim, H.M., Demand trend mining for predictive life cycle design. J. Clean. Prod. 68 (2014), 189–199, 10.1016/j.jclepro.2014.01.026.
    • (2014) J. Clean. Prod. , vol.68 , pp. 189-199
    • Ma, J.1    Kwak, M.2    Kim, H.M.3
  • 39
    • 67349097453 scopus 로고    scopus 로고
    • A confirmation technique for predictive maintenance using the
    • Magro, M.C., Pinceti, P., A confirmation technique for predictive maintenance using the. Rough. Set. Theory. Comput. Ind. Eng 56 (2009), 1319–1327, 10.1016/j.cie.2008.07.024.
    • (2009) Rough. Set. Theory. Comput. Ind. Eng , vol.56 , pp. 1319-1327
    • Magro, M.C.1    Pinceti, P.2
  • 40
    • 84862789003 scopus 로고    scopus 로고
    • Impact of RFID information-sharing strategies on a decentralized supply chain with reverse logistics operations
    • Nativi, J.J., Lee, S., Impact of RFID information-sharing strategies on a decentralized supply chain with reverse logistics operations. Int. J. Prod. Econ. 136 (2012), 366–377, 10.1016/j.ijpe.2011.12.024.
    • (2012) Int. J. Prod. Econ. , vol.136 , pp. 366-377
    • Nativi, J.J.1    Lee, S.2
  • 41
    • 84929502898 scopus 로고    scopus 로고
    • The value of big data in servitization
    • Opresnik, D., Taisch, M., The value of big data in servitization. Int. J. Prod. Econ. 165 (2015), 174–184, 10.1016/j.ijpe.2014.12.036.
    • (2015) Int. J. Prod. Econ. , vol.165 , pp. 174-184
    • Opresnik, D.1    Taisch, M.2
  • 42
    • 84938925074 scopus 로고    scopus 로고
    • Construction of an ontological model of the life cycle of electrotechnical equipment
    • Petrochenkov, A.B., Bochkarev, S.V., Ovsyannikov, M.V., Bukhanov, S.A., Construction of an ontological model of the life cycle of electrotechnical equipment. Russ. Electr. Eng. 86 (2015), 320–325, 10.3103/S1068371215060115.
    • (2015) Russ. Electr. Eng. , vol.86 , pp. 320-325
    • Petrochenkov, A.B.1    Bochkarev, S.V.2    Ovsyannikov, M.V.3    Bukhanov, S.A.4
  • 43
    • 60249102918 scopus 로고    scopus 로고
    • A RFID case-based logistics resource management system for managing order-picking operations in warehouses
    • Poon, T.C., Choy, K.L., Chow, H.K.H., Lau, H.C.W., Chan, F.T.S., Ho, K.C., A RFID case-based logistics resource management system for managing order-picking operations in warehouses. Expert Syst. Appl. 36 (2009), 8277–8301, 10.1016/j.eswa.2008.10.011.
    • (2009) Expert Syst. Appl. , vol.36 , pp. 8277-8301
    • Poon, T.C.1    Choy, K.L.2    Chow, H.K.H.3    Lau, H.C.W.4    Chan, F.T.S.5    Ho, K.C.6
  • 44
    • 84894543957 scopus 로고    scopus 로고
    • Implementation of supervised statistical data mining algorithm for single machine scheduling
    • Premalatha, S., Baskar, N., Implementation of supervised statistical data mining algorithm for single machine scheduling. J. Adv. Manag. Res. 9 (2012), 170–177, 10.1108/09727981211271913.
    • (2012) J. Adv. Manag. Res. , vol.9 , pp. 170-177
    • Premalatha, S.1    Baskar, N.2
  • 45
    • 84903219942 scopus 로고    scopus 로고
    • A data mining approach for fault diagnosis: an application of anomaly detection algorithm
    • Purarjomandlangrudi, A., Ghapanchi, A.H., Esmalifalak, M., A data mining approach for fault diagnosis: an application of anomaly detection algorithm. Measurement 55 (2014), 343–352, 10.1016/j.measurement.2014.05.029.
    • (2014) Measurement , vol.55 , pp. 343-352
    • Purarjomandlangrudi, A.1    Ghapanchi, A.H.2    Esmalifalak, M.3
  • 46
    • 77953871616 scopus 로고    scopus 로고
    • Exploring the impacts of radio frequency identification (RFID) technology on supply chain performance
    • Sari, K., Exploring the impacts of radio frequency identification (RFID) technology on supply chain performance. Eur. J. Oper. Res. 207 (2010), 174–183, 10.1016/j.ejor.2010.04.003.
    • (2010) Eur. J. Oper. Res. , vol.207 , pp. 174-183
    • Sari, K.1
  • 47
    • 85019995153 scopus 로고    scopus 로고
    • Services to Be provided
    • (Accessed 15 August 2016, in Chinese)
    • SBW-cn, Services to Be provided. 2015 http://www.sbw-cn.com/fw/web/index.html (Accessed 15 August 2016, in Chinese).
    • (2015)
    • SBW-cn1
  • 48
    • 85020034034 scopus 로고    scopus 로고
    • Service
    • (Accessed 15 August 2016, in Chinese)
    • SBW-turbo, Service. 2015 http://www.shengu.com.cn/article_read_87.html (Accessed 15 August 2016, in Chinese).
    • (2015)
    • SBW-turbo1
  • 49
    • 85020041709 scopus 로고    scopus 로고
    • Energy Conversion Equipment Manufacturing
    • (Accessed 8 August 2016, in Chinese)
    • Shaangu, Energy Conversion Equipment Manufacturing. 2016 http://www.shaangu.com/ENGLISH/Businesses.jsp?urltype=tree.TreeTempUrl&wbtreeid=1102 (Accessed 8 August 2016, in Chinese).
    • (2016)
    • Shaangu1
  • 50
    • 85019999101 scopus 로고    scopus 로고
    • Shaangu Annual Report
    • (Accessed 8 August 2016, in Chinese)
    • Shaangu, Shaangu Annual Report., 2015 http://gg.cfi.cn/DetailsInfo2.aspx?dm=gpdm&type=cb&id=515100626444 (Accessed 8 August 2016, in Chinese).
    • (2015)
    • Shaangu1
  • 51
    • 85019998761 scopus 로고    scopus 로고
    • Shaangu News
    • (Accessed 25 February 2016, in Chinese)
    • Shaangu, Shaangu News. 2015 http://www.ccin.com.cn/ccin/news/2015/09/06/322673.shtml (Accessed 25 February 2016, in Chinese).
    • (2015)
    • Shaangu1
  • 52
    • 85019999101 scopus 로고    scopus 로고
    • Shaangu Annual Report
    • (Accessed 8 August 2016, in Chinese)
    • Shaangu, Shaangu Annual Report., 2014 http://gg.cfi.cn/DetailsInfo2.aspx?dm=gpdm&type=cb&id=479981426062 (Accessed 8 August 2016, in Chinese).
    • (2014)
    • Shaangu1
  • 53
    • 85020041656 scopus 로고    scopus 로고
    • MRO Service Platform
    • (Accessed 21 August 2016, in Chinese)
    • Shaangu, MRO Service Platform. 2014 http://in-tech.shaangu-group.com/nry.jsp?urltype=news.NewsContentUrl&wbtreeid=1103&wbnewsid=1020 (Accessed 21 August 2016, in Chinese).
    • (2014)
    • Shaangu1
  • 54
    • 85019998831 scopus 로고    scopus 로고
    • Intelligent Service
    • (Accessed 21 August 2016, in Chinese)
    • Shaangu, Intelligent Service. 2014 http://in-tech.shaangu-group.com/nry.jsp?urltype=news.NewsContentUrl&wbtreeid=1104&wbnewsid=1021 (Accessed 21 August 2016, in Chinese).
    • (2014)
    • Shaangu1
  • 55
    • 85019998761 scopus 로고    scopus 로고
    • Shaangu News
    • (Accessed 21 August 2016, in Chinese)
    • Shaangu, Shaangu News. 2014 http://www.shaangu-group.com/content.jsp?urltype=news.NewsContentUrl&wbnewsid=4519&wbtreeid=1014 (Accessed 21 August 2016, in Chinese).
    • (2014)
    • Shaangu1
  • 56
    • 85019999101 scopus 로고    scopus 로고
    • Shaangu Annual Report
    • (Accessed 2 August 2016, in Chinese)
    • Shaangu, Shaangu Annual Report. 2013 http://gg.cfi.cn/DetailsInfo2.aspx?dm=gpdm&type=cb&id=446809824548 (Accessed 2 August 2016, in Chinese).
    • (2013)
    • Shaangu1
  • 57
    • 85019999101 scopus 로고    scopus 로고
    • Shaangu Annual Report
    • (Accessed 2 August 2016, in Chinese)
    • Shaangu, Shaangu Annual Report., 2012 http://gg.cfi.cn/DetailsInfo2.aspx?dm=gpdm&type=cb&id=415267223790 (Accessed 2 August 2016, in Chinese).
    • (2012)
    • Shaangu1
  • 58
    • 84930380845 scopus 로고    scopus 로고
    • Energy management based on Internet of Things: practices and framework for adoption in production management
    • Shrouf, F., Miragliotta, G., Energy management based on Internet of Things: practices and framework for adoption in production management. J. Clean. Prod. 100 (2015), 235–246, 10.1016/j.jclepro.2015.03.055.
    • (2015) J. Clean. Prod. , vol.100 , pp. 235-246
    • Shrouf, F.1    Miragliotta, G.2
  • 59
    • 85006741632 scopus 로고    scopus 로고
    • How would big data support societal development and environmental sustainability? Insights and practices
    • Song, M., Cen, L., Zheng, Z., Fisher, R., Liang, X., Wang, Y., Huisingh, D., How would big data support societal development and environmental sustainability? Insights and practices. J. Clean. Prod. 142:Part 2 (2017), 489–500, 10.1016/j.jclepro.2016.10.091.
    • (2017) J. Clean. Prod. , vol.142 , pp. 489-500
    • Song, M.1    Cen, L.2    Zheng, Z.3    Fisher, R.4    Liang, X.5    Wang, Y.6    Huisingh, D.7
  • 60
    • 85034823152 scopus 로고    scopus 로고
    • Coal endowment, resource curse, and high coal-consuming industries location: analysis based on large-scale data
    • Song, M., Wang, J., Zhao, J., Coal endowment, resource curse, and high coal-consuming industries location: analysis based on large-scale data. Resour. Conserv. Recycl., 2016, 10.1016/j.resconrec.2016.08.005.
    • (2016) Resour. Conserv. Recycl.
    • Song, M.1    Wang, J.2    Zhao, J.3
  • 62
    • 84885655160 scopus 로고    scopus 로고
    • Disassembly planning and sequencing for end-of-life products with RFID enriched information
    • Wan, H. Da, Gonnuru, V.K., Disassembly planning and sequencing for end-of-life products with RFID enriched information. Robot. Comput. Integr. Manuf. 29 (2013), 112–118, 10.1016/j.rcim.2012.05.001.
    • (2013) Robot. Comput. Integr. Manuf. , vol.29 , pp. 112-118
    • Wan, H.D.1    Gonnuru, V.K.2
  • 63
    • 74249110154 scopus 로고    scopus 로고
    • RFID-enabled tracking in flexible assembly line
    • Wang, J., Luo, Z., Wong, E.C., RFID-enabled tracking in flexible assembly line. Int. J. Adv. Manuf. Technol. 46 (2010), 351–360, 10.1007/s00170-009-2102-z.
    • (2010) Int. J. Adv. Manuf. Technol. , vol.46 , pp. 351-360
    • Wang, J.1    Luo, Z.2    Wong, E.C.3
  • 64
    • 74049113467 scopus 로고    scopus 로고
    • Hadoop: the definitive guide
    • Online 54 doi:citeulike-article-id:4882841
    • White, T., Hadoop: the definitive guide. Online 54, 2012, 258 doi:citeulike-article-id:4882841.
    • (2012) , pp. 258
    • White, T.1
  • 65
    • 84964658336 scopus 로고    scopus 로고
    • Toward sustainability: using big data to explore the decisive attributes of supply chain risks and uncertainties
    • Wu, K.J., Liao, C.J., Tseng, M.L., Lim, M.K., Hu, J., Tan, K., Toward sustainability: using big data to explore the decisive attributes of supply chain risks and uncertainties. J. Clean. Prod. 142:Part 2 (2017), 663–676, 10.1016/j.jclepro.2016.04.040.
    • (2017) J. Clean. Prod. , vol.142 , pp. 663-676
    • Wu, K.J.1    Liao, C.J.2    Tseng, M.L.3    Lim, M.K.4    Hu, J.5    Tan, K.6
  • 66
    • 73349109447 scopus 로고    scopus 로고
    • Modelling for product information tracking and feedback via wireless technology in closed-loop supply chains
    • Xu, D.F., Li, Q., Jun, H.B., Browne, J., Chen, Y.L., Kiritsis, D., Modelling for product information tracking and feedback via wireless technology in closed-loop supply chains. Int. J. Comput. Integr. Manuf. 22 (2009), 648–670, 10.1080/09511920701675755.
    • (2009) Int. J. Comput. Integr. Manuf. , vol.22 , pp. 648-670
    • Xu, D.F.1    Li, Q.2    Jun, H.B.3    Browne, J.4    Chen, Y.L.5    Kiritsis, D.6
  • 67
    • 80054980246 scopus 로고    scopus 로고
    • Total object unified model driven architecture of product lifecycle management
    • Zhang, S., Total object unified model driven architecture of product lifecycle management. Int. J. Prod. Lifecycle Manag. 5 (2011), 242–252, 10.1504/IJPLM.2011.043190.
    • (2011) Int. J. Prod. Lifecycle Manag. , vol.5 , pp. 242-252
    • Zhang, S.1
  • 68
    • 85014892131 scopus 로고    scopus 로고
    • Agent and cyber-physical system based self-organizing and self-adaptive intelligent shopfloor
    • Zhang, Y., Qian, C., Lv, J., Liu, Y., Agent and cyber-physical system based self-organizing and self-adaptive intelligent shopfloor. IEEE Trans. Ind. Inf., 2016, 10.1109/TII.2016.2618892.
    • (2016) IEEE Trans. Ind. Inf.
    • Zhang, Y.1    Qian, C.2    Lv, J.3    Liu, Y.4
  • 69
    • 84999036761 scopus 로고    scopus 로고
    • A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products
    • Zhang, Y., Ren, S., Liu, Y., Si, S., A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products. J. Clean. Prod. 142:Part 2 (2017), 626–641, 10.1016/j.jclepro.2016.07.123.
    • (2017) J. Clean. Prod. , vol.142 , pp. 626-641
    • Zhang, Y.1    Ren, S.2    Liu, Y.3    Si, S.4
  • 70
    • 85016577320 scopus 로고    scopus 로고
    • Analytical target cascading for optimal configuration of cloud manufacturing services
    • Zhang, Y., Zhang, G., Qu, T., Liu, Y., Zhong, R.Y., Analytical target cascading for optimal configuration of cloud manufacturing services. J. Clean. Prod. 151 (2017), 330–343, 10.1016/j.jclepro.2017.03.027.
    • (2017) J. Clean. Prod. , vol.151 , pp. 330-343
    • Zhang, Y.1    Zhang, G.2    Qu, T.3    Liu, Y.4    Zhong, R.Y.5
  • 71
    • 84929606599 scopus 로고    scopus 로고
    • Real-time information capturing and integration framework of the internet of manufacturing things
    • Zhang, Y., Zhang, G., Wang, J., Sun, S., Si, S., Yang, T., Real-time information capturing and integration framework of the internet of manufacturing things. Int. J. Comput. Integr. Manuf. 28:8 (2015), 811–822, 10.1080/0951192X.2014.900874.
    • (2015) Int. J. Comput. Integr. Manuf. , vol.28 , Issue.8 , pp. 811-822
    • Zhang, Y.1    Zhang, G.2    Wang, J.3    Sun, S.4    Si, S.5    Yang, T.6
  • 72
    • 77954636494 scopus 로고    scopus 로고
    • Aided analysis for quality function deployment with an Apriori-based data mining approach
    • Zhang, Z., Cheng, H., Chu, X., Aided analysis for quality function deployment with an Apriori-based data mining approach. Int. J. Comput. Integr. Manuf. 23 (2010), 673–686, 10.1080/0951192X.2010.492840.
    • (2010) Int. J. Comput. Integr. Manuf. , vol.23 , pp. 673-686
    • Zhang, Z.1    Cheng, H.2    Chu, X.3
  • 73
    • 84962109928 scopus 로고    scopus 로고
    • An optimization model for green supply chain management by using a big data analytic approach
    • Zhao, R., Liu, Y., Zhang, N., Huang, T., An optimization model for green supply chain management by using a big data analytic approach. J. Clean. Prod. 142:Part 2 (2017), 1085–1097, 10.1016/j.jclepro.2016.03.006.
    • (2017) J. Clean. Prod. , vol.142 , pp. 1085-1097
    • Zhao, R.1    Liu, Y.2    Zhang, N.3    Huang, T.4
  • 74
    • 84929502678 scopus 로고    scopus 로고
    • A big data approach for logistics trajectory discovery from RFID-enabled production data
    • Zhong, R.Y., Huang, G.Q., Lan, S., Dai, Q.Y., Chen, X., Zhang, T., A big data approach for logistics trajectory discovery from RFID-enabled production data. Int. J. Prod. Econ. 165 (2015), 260–272, 10.1016/j.ijpe.2015.02.014.
    • (2015) Int. J. Prod. Econ. , vol.165 , pp. 260-272
    • Zhong, R.Y.1    Huang, G.Q.2    Lan, S.3    Dai, Q.Y.4    Chen, X.5    Zhang, T.6
  • 75
    • 84941254409 scopus 로고    scopus 로고
    • Big data analytics for physical internet-based intelligent manufacturing shop floors
    • Zhong, R.Y., Xu, C., Chen, C., Huang, G.Q., Big data analytics for physical internet-based intelligent manufacturing shop floors. Int. J. Prod. Res. 7543 (2015), 1–12, 10.1080/00207543.2015.1086037.
    • (2015) Int. J. Prod. Res. , vol.7543 , pp. 1-12
    • Zhong, R.Y.1    Xu, C.2    Chen, C.3    Huang, G.Q.4


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