A supply chain collaborative perspective to support industry 4.0
DOI:
https://doi.org/10.14488/1676-1901.v19i2.3460Keywords:
Industry 4.0. Supply chain. Collaborative measures. Industrial technology. Multi-criteria Decision Making (MCDM).Abstract
The need to provide inputs for Industry 4.0, which is run through by the technological advancement of sensory devices, virtualization or digital twins, IoT, Big Data Analytics, CPS, Data Mining, RFID, IoS and cloud computing, requires evaluation of the supply chain's initiatives that can be collaborative to meet the resources demands. The article presents a literature review on Industry 4.0 and the supply chain, as well as a bibliometric analysis to answer the following question: how can the supply chain collaborate with Industry 4.0? A self-administered quiz involving specialized leadership in its areas is developed to get information on strategic, organizational, technological and information security criteria, which is then used in the AHP method to prioritize collaborative alternatives. The outcomes demonstrate that the lack of technological knowledge, information security and communication transparency issues are among the priority actions of the supply chain to foresee collaborative solutions that can reduce future threats and keep up with the technological advances of the fourth industrial revolution.Downloads
References
ALMADA-LOBO, F.; The Industry 4.0 Revolution And The Future Of Manufacturing Execution Systems (MES). Journal of Innovation Management. v. 3, n. 4, p. 16-21, 2015. https://doi.org/10.24840/2183-0606_003.004_0003
ARBIX, G.; SALERNO, M. S.; ZANCUL, E.; AMARAL, G.; LINS, L. M.; Advanced Manufacturing: What Is to Be Learnt from Germany, the U. S., and China. CEBRAP. v. 36, n. 3, nov. 2017. https://doi.org/10.25091/S01013300201700030003
AUTILI, M.; GIANNAKOPOULOU, D.; TIVOLI, M.; Thematic Series on Verification and Composition for the Internet of Services and Things. Journal of Internet Services and Applications. v. 9, n. 1, Article number 10, dec. 2018. https://doi.org/10.1186/s13174-018-0080-9
BÁNYAI, T.; BÁNYAI, A.; Modelling Of Just-In-Sequence Supply Of Manufacturing Processes. MATEC Web of Conferences. v. 112, Article number 06025, jul. 2017. https://doi.org/10.1051/matecconf/201711206025
BARATA, J.; CUNHA, P. R.; STAL, J.; Mobile Supply Chain Management In The Industry 4.0 Era: An Annotated Bibliography And Guide For Future Research. Journal of Enterprise Information Management. v. 31, n. 1, p. 173-192, 2018. https://doi.org/10.1108/JEIM-09-2016-0156
BAUER, H.; SCHOONMANN, A.; REINHART, G.; Approach For Model-Based Change Impact Analysis In Factory Systems. IEEE International Symposium on Systems Engineering. Article number 8088301, out. 2017. https://doi.org/10.1109/SysEng.2017.8088301
BEN-DAYA, M.; HASSINI, E.; BAHROUN, Z.; Internet Of Things And Supply Chain Management: A Literature Review. International Journal of Production Research. p. 1-24, nov. 2017. https://doi.org/10.1080/00207543.2017.1402140
BIENHAUS, F.; HADDUD, A.; Procurement 4.0: Factors Influencing The Digitisation Of Procurement And Supply Chains. Business Process Management Journal. maio 2018. https://doi.org/10.1108/BPMJ-06-2017-0139
BMBF (BUNDESMINISTERIUM FÜR BILDUNG UND FORSCHUNG). Digitale Wirtschaft und Gesellschaft - Industrie 4.0. Disponível em: https://www.bmbf.de/de/zukunftsprojekt-industrie-4-0-848.html. Acesso em: 15 jun. 2018.
BONAVOLONTA, F.; TEDESCO, A.; MORIELLO, R. S. L.; TUFANO, A.; Enabling Wireless Technologies For Industry 4.0: State Of The Art. IEEE International Workshop on Measurement and Networking. Article number 8078381, out. 2017. https://doi.org/10.1109/IWMN.2017.8078381
BRANKE, J.; FARID, S. S.; SHAH, N.; Industry 4.0: A Vision For Personalized Medicine Supply Chains? Cell & Gene Therapy. p. 263-270, 2016. https://doi.org/10.18609/cgti.2016.027
BRICS BUSINESS COUNCIL. Skill Development For Industry 4.0. A White Paper by BRICS Skill Development Working Group. Disponível em: http://www.globalskillsummit.com/Whitepaper-Summary.pdf. Acesso em: 11 jul. 2018.
CALDERS, T.; CUSTERS, B.; What Is Data Mining And How Does It Work? Studies in Applied Philosophy, Epistemology and Rational Ethics. v. 3, p. 27-42, 2013. https://doi.org/10.1007/978-3-642-30487-3_2
CAMARINHA-MATOS, L. M.; AFSARMANESH, H.; Collaborative Systems For Smart Environments: Trends And Challenges. IFIP Advances in Information and Communication Technology. v. 434, p. 3-15, 2014. https://doi.org/10.1007/978-3-662-44745-1
CHIEN, C. F.; DOU, R.; FU, W.; Strategic Capacity Planning For Smart Production: Decision Modeling Under Demand Uncertainty. Applied Soft Computing Journal. v. 68, p. 900-909, jul. 2018. https://doi.org/10.1016/j.asoc.2017.06.001
DEV, N. K.; SHANKAR, R.; GUPTA, R.; DONG, J.; Multi-Criteria Evaluation Of Real-Time Key Performance Indicators Of Supply Chain With Consideration Of Big Data Architecture. Computers & Industrial Engineering. 2018. https://doi.org/10.1016/j.asoc.2017.06.001
DOSSOU, P. E.; NACHIDI, M.; Modeling Supply Chain Performance. Procedia Manufacturing. v. 11, p. 838-845, 2017. https://doi.org/10.1016/j.promfg.2017.07.186
DUARTE, S.; CRUZ-MACHADO, V.; Exploring Linkages Between Lean And Green Supply Chain And The Industry 4.0. International Conference on Management Science and Engineering Management. p. 1242-1252, 2017. https://doi.org/10.1007/978-3-319-59280-0_103
FENG, L.; ZHANG, X.; ZHOU, K.; Current Problems In China’s Manufacturing And Countermeasures For Industry 4.0. Eurasip Journal on Wireless Communications and Networking. v. 2018, n. 1, dec. 2018. https://doi.org/10.1186/s13638-018-1113-6
FERRERO, R.; BEATTIE, E.; PHOENIX, J.; Sensor City-A Global Innovation Hub For Sensor Technology. IEEE Instrumentation and Measurement Magazine. v. 21, n. 1, article number 8278801, p. 4-5 e 16, fev. 2018. https://doi.org/10.1109/MIM.2018.8278801
GANDHI, S.; MANGLA, S. K.; KUMAR, P.; KUMAR, D.; A Combined Approach Using AHP And DEMATEL For Evaluating Success Factors In Implementation Of Green Supply Chain Management In Indian Manufacturing Industries. International Journal of Logistics Research and Applications. v. 19, n. 6, p. 537–561, 2016. https://doi.org/10.1080/13675567.2016.1164126
GÖKALP, E.; SENER, U.; EREN, P. E.; Development Of An Assessment Model Forindustry 4.0: Industry 4.0-MM. International Conference on Software Process Improvement and Capability Determination, p.128-142, 2017. https://doi.org/10.1007/978-3-319-67383-7_10
GOVINDAN, K.; CHENG, T. C. E.; MISHRA, N.; SHUKLA, N.; Big Data Analytics And Application For Logistics And Supply Chain Management. Transportation Research Part E. v. 114, p. 343-349, jun. 2018. https://doi.org/10.1016/j.tre.2018.03.011
GUO, X.; ZHU, Z.; SHI, J.; Integration Of Semi-Fuzzy SVDD And CC-Rule Method For Supplier Selection. Expert Systems with Applications. n. 41, p. 2083-2097, 2014. https://doi.org/10.1016/j.eswa.2013.09.008
HOFMANN, E.; RÜSCH, M.; Industry 4.0 And The Current Status As Well As Future Prospects On Logistics. Computers in Industry. v. 89, p. 23-34, ago. 2017. https://doi.org/10.1016/j.compind.2017.04.002
JABBOUR, A. B. L. S.; JABBOUR, C. J. C.; FILHO, M. G.; ROUBAUD, D.; Industry 4.0 And The Circular Economy: A Proposed Research Agenda And Original Roadmap For Sustainable Operations. Annals of Operations Research. p. 1-14, fev. 2018.
JAYARAM, A.; Lean Six Sigma Approach For Global Supply Chain Management Using Industry 4.0 And Iiot. IC3I 2016. Article number 7917940, p. 89-94, 2-16. https://doi.org/10.1109/IC3I.2016.7917940
JUHÁSZ, J.; BÁNYAI, T.; What Industry 4.0 Means for Just-In-Sequence Supply in Automotive Industry? Lecture Notes in Mechanical Engineering. n. 9783319756769, p. 226-240, 2018. https://doi.org/10.1007/978-3-319-75677-6_19
KIEL, D.; MÜLLER, J. M.; ARNOLD, C.; VOIGT, K. I.; Sustainable Industrial Value Creation:Benefits And Challenges Of Industry 4.0. International Journal of Innovation Management. v. 21, n. 8, 2017. https://doi.org/10.1142/S1363919617400151
KIM, SUWON; KIM, SEONGCHEOL; A Multi-Criteria Approach Toward Discovering Killer Iot Application In Korea. Technological Forecasting & Social Change. n. 102, p. 143-155, 2016. https://doi.org/10.1016/j.techfore.2015.05.007
LAMBERT, D. M.; COOPER, M. C.; Issues in Supply Chain Management. Industrial Marketing Management. v. 29, n. 1, p. 65-83, jan. 2000. https://doi.org/10.1016/S0019-8501(99)00113-3
LEE, J.; KAO, H. A.; YANG, S.; Service Innovation And Smart Analytics For Industry 4.0 And Big Data Environment. Procedia CIRP. v. 16, p. 3-8, 2014. https://doi.org/10.1016/j.procir.2014.02.001
LOUW, L.; WALKER, M.; Design And Implementation Of A Low Cost RFID Track And Trace System In A Learning Factory. Procedia Manufacturing. v. 23, p. 255-260, 2018. https://doi.org/10.1016/j.promfg.2018.04.026
LU, Y.; XU, X.; Resource Virtualization: A Core Technology For Developing Cyber-Physical Production Systems. Journal of Manufacturing Systems. v. 47, p. 128-140, abr. 2018. https://doi.org/10.1016/j.jmsy.2018.05.003
LUTHRA, S.; GARG, D.; MANGLA, S. K.; BERWAL, Y. P. S.; Analyzing Challenges To Internet Of Things (Iot) Adoption And Diffusion: An Indian Context. Procedia Computer Science. v. 125, p. 733-739, 2018. https://doi.org/10.1016/j.procs.2017.12.094
LUTHRA, S.; MANGLA, S. K.; Evaluating Challenges To Industry 4.0 Initiatives For Supply Chain Sustainability In Emerging Economies. Process Safety and Environmental Protection. v. 117, p. 168-179, jul. 2018. https://doi.org/10.1016/j.psep.2018.04.018
MARQUES, M.; AGOSTINHO, C.; ZACHAREWICZ, G.; JARDIM-GONÇALVES, R.; Decentralized Decision Support For Intelligent Manufacturing In Industry 4.0. Journal of Ambient Intelligence and Smart Environments. v. 9, p. 299-313, 2017. https://doi.org/10.3233/AIS-170436
MCBURNEY, M. K.; NOVAK, P. L.; What Is Bibliometrics And Why Should You Care? IEEE International Professional Communication Conference. p. 108-114, 2002.
MOKTADIR, M. A.; ALI, S. M.; KUSI-SARPONG, S.; SHAIKH, M. A. A; Assessing Challenges For Implementing Industry 4.0: Implications Forprocess Safety And Environmental Protection. Process Safety and Environmental Protection. abr. 2018. https://doi.org/10.1016/j.psep.2018.04.020
MÜLLER, J.; DOTZAUER, V.; VOIGT, K.; I.; Industry 4.0 And Its Impact On Reshoring decisions Of German Manufacturing Enterprises. Supply Management Research. p. 165-179, 2017. https://doi.org/10.1007/978-3-658-18632-6_8
MÜLLER, J. M.; BULIGA, O.; VOIGT, K. I.; Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0. Technological Forecasting and Social Change. 2018. https://doi.org/10.1016/j.techfore.2017.12.019
NAGY, G.; BÁNYAINÉ TÓTH, Á.; LLÉS, B.; GLISTAU, E.; Analysis Of Supply Chain Efficiency In Blending Technologies. Lecture Notes in Mechanical Engineering. n. 9783319756769, p. 280-291, 2018. https://doi.org/10.1007/978-3-319-75677-6_23
NICOLETTI, B.; The Future: Procurement 4.0. Agile Procurement. p. 189-230, 2018. https://doi.org/10.1007/978-3-319-61085-6_8
O'DONOVAN, P.; GALLAGHER, C.; BRUTON, K.; O'SULLIVAN, D. T. J.; A Fog Computing Industrial Cyber-Physical System For Embedded Low-Latency Machine Learning Industry 4.0 Applications. Manufacturing Letters. V. 15, p. 139-142, jan. 2018. https://doi.org/10.1016/j.mfglet.2018.01.005
PERKINS, J.; JORGENSEN, A. K.; BARTON, L.; COX, S.; Building Supply Chain Relationships With Knowledge Management: Engineering Trust In Collaborative Systems. ICEIS 2003. v. 4, p. 63-70. 2003.
PEREIRA, T.; BARRETO, L.; AMARAL, A.; Network And Information Security Challenges Within Industry 4.0 Paradigm. Procedia Manufacturing. v. 13, p. 1253-1260, 2017.
https://doi.org/10.1016/j.promfg.2017.09.047
PETRISOR, I.; COZMIUC, D.; Global Supply Chain Management Organization At Siemens In The Advent Of Industry 4.0. Global Intermediation and Logistics Service Providers. p. 123-142, 2017. https://doi.org/10.4018/978-1-5225-2133-4.ch007
PFEIFFER, S.; The Vision Of “Industrie 4.0” In The Making – A Case Of Future Told, Tamed, And Traded. Nanoethics - University of Hohenheim. 2017. https://doi.org/10.1007/s11569-016-0280-3
PFOHL, H. C.; YAHSI, B.; KURNAZ, T.; Concept And Diffusion-Factors Of Industry 4.0 In The Supply Chain. Dynamics in Logistics. p. 381-390, 2017. https://doi.org/10.1007/978-3-319-45117-6_33
PUJARA, S. M.; SATYANARAYANA, K. V.; Internet Of Things And Libraries. Annals of Library and Information Studies. v. 62, p. 186-190, set. 2015.
QURESHI, K. A.; MOHAMMED, W. M.; FERRER, B. R.; LASTRA, J. L. M.; AGOSTINHO, C.; Legacy Systems Interactions With The Supply Chain Through The C2NET Cloud-Based Platform. IEEE Xplore Digital Library. Article number 8104862, p. 725-731, nov. 2017. https://doi.org/10.1109/INDIN.2017.8104862
RAS, E.; WILD, F.; STAHL, C.; BAUDET, A.; Bridging The Skills Gap Of Workers In Industry 4.0 By Human Performance Augmentation Tools: Challenges And Roadmap. Petra 2017. p. 428-432, jun. 2017. https://doi.org/10.1145/3056540.3076192
RÖSCHINGER, M.; KIPOURIDIS, O.; GÜNTHNER, W. A. A Service-Oriented Cloud Application For A Collaborative Tool Management System. ICIMSA. Article number 7503987, jul. 2016. https://doi.org/10.1109/ICIMSA.2016.7503987
SAATY, T. L.; VARGAS, L. G.; Estimating Technological Coefficients By The Analytic Hierarchy Process. University of Pennsylvania. The Wharton School. v. 13, n. 6, p. 333-336, 1979. https://doi.org/10.1016/0038-0121(79)90015-6
SACHDEVA, N.; OBHEROI, R. K.; SRIVASTAVA, A.; NEHAL, S. K.; Diffusion Of Industry 4.0 In Manufacturing Sector-An Innovative Framework. International Conference on Infocom Technologies and Unmanned Systems. p. 1-5, fev. 2018. https://doi.org/10.1109/ICTUS.2017.8286025
SANTOS, M. Y.; SÁ, J. O.; ANDRADE, C.; VALE LIMA, F.; COSTA, E.; COSTA, C.; MARTINHO, B.; GALVÃO, J.; A Big Data System Supporting Bosch Braga Industry 4.0 Strategy. International Journal of Information Management. v. 37, n. 6, p. 750-760, dec. 2017. https://doi.org/10.1016/j.ijinfomgt.2017.07.012
SANTOS, M. Y.; SÁ, J. O.; COSTA, C.; GALVÃO, J.; ANDRADE, C.; MARTINHO, B.; LIMA, F.; V.; COSTA, E.; A Big Data Analytics Architecture For Industry 4.0. World Conference on Information Systems and Technologies. p. 175-184, 2017. https://doi.org/10.1007/978-3-319-56538-5_19
SAVTSCHENKO, M.; SCHULTE, F.; VOB, S.; IT Governance For Cyber-Physical Systems: The Case Of Industry 4.0. International Conference of Design, User Experience, and Usability. p. 667-676, 2017. https://doi.org/10.1007/978-3-319-58634-2_48
SCHUH, G.; ANDERL, R.; GAUSEMEIER, J.; HOMPEL, M. T.; WAHLSTER, W.; Industrie 4.0 Maturity Index - Managing The Digital Transformation Of Companies (acatech STUDY). ISSN 2192-6174. 2017.
SHAMIM, S.; CANG, S.; YU, H.; LI, Y.; Examining The Feasibilities Of Industry 4.0 for The Hospitality Sector With The Lens Of Management Practice. Energies. n. 10, v. 4, p. 499, 2017. https://doi.org/10.3390/en10040499
SHAMIM, S.; CANG, S.; YU, H.; LI, Y.; Management Approaches For Industry 4.0: A Human Resource Management Perspective. IEEE Congress on Evolutionary Computation. Article number 7748365, p. 5309-5316, nov. 2016. https://doi.org/10.1109/CEC.2016.7748365
SIMATUPANG, T. M.; SRIDHARAN, R.; Complementarities In Supply Chain Collaboration. Industrial Engineering and Management Systems. v.17, n. 1, p. 30-42, mar. 2018. https://doi.org/10.7232/iems.2018.17.1.030
SOMMER, L.; Industrial Revolution-Industry 4.0: Are German Manufactur-Ing Smes The First Victims Of This Revolution? Journal of Industrial Engineering and Management. v. 8, n. 5, p. 1512-1532, 2015. https://doi.org/10.3926/jiem.1470
THAKARE, Y. B.; MUSALE, S. S.; GANORKAR, S. R. A Technological Review Of RFID & Applications. IET Conference Publications. n. 535, p. 65-70, 2008. https://doi.org/10.1049/cp:20080146
THEORIN, A.; BENGTSSON, K.; PROVOST, J.; LIEDER, M.; JOHNSSON, C.; LUNDHOLM, T.; LENNART-SON, B.; An Event-Driven Manufacturing Information System Architecturefor Industry 4.0. International Journal of Production Research. v. 55, n. 5, p. 1297–1311, 2017. https://doi.org/10.1080/00207543.2016.1201604
TJAHJONO, B.; ESPLUGUES, C.; ARES, E.; PELAEZ, G.; What Does Industry 4.0 Mean To Supply Chain? Procedia Manufacturing. v. 13, p. 1175-1182. 2017. https://doi.org/10.1016/j.promfg.2017.09.191
TUPA, J.; SIMOTA, J.; STEINER, F.; Aspects of Risk Management Implementation for Industry 4.0. Procedia Manufacturing. v. 11, p. 1223-1230, 2017. https://doi.org/10.1016/j.promfg.2017.07.248
TUPTUK, N.; HAILES, S.; Security Of Smart Manufacturing Systems. Journal of Manufacturing Systems. v. 47, p. 93-106, abr. 2018. https://doi.org/10.1016/j.jmsy.2018.04.007
VITORINO FILHO, V. A.; CAMARGO JÚNIOR, J. B.; PIRES, S. R. I.; ARGOUD, A. R. T. T.; The International Academic Production In Practices And Initiatives Of Supply Chain Collaborative Management: Bibliometric Study. Revista Produção Online. Florianópolis, SC, v.17, n. 2, p. 567-591, 2017. https://doi.org/10.14488/1676-1901.v17i2.2462
WANG, J. P.; SUN, Y. C.; ZHANG, W. S.; THOMAS, I.; DUANS, H.; SHI, Y. K.; Large-Scale Online Multitask Learning And Decision Making For Flexible Manufacturing. IEEE Transactions on Industrial Informatics. v.12, n. 6, article number 7446300, p. 2139-2147, dec. 2016. https://doi.org/10.1109/TII.2016.2549919
WANG, S.; WAN, J.; LI, D.; ZHANG, C.; Implementing Smart Factory Of Industrie 4.0: An Outlook. International Journal of Distributed. jan. 2016. https://doi.org/10.1155/2016/3159805
WANG, Y.; MA, H. S.; YANG, J. H.; WANG, K. S.; Industry 4.0: A Way From Mass Customization To Mass Personalization Production. Advances in Manufacturing. v. 5, n. 4, p. 311-320, dec. 2017. https://doi.org/10.1007/s40436-017-0204-7
XU, B.; ZHANG, L. A.; Clock Based Framework For Specifying And Modeling The Time Constraints Of Cyber Physical Systems. IEEE 11th International Conference on Dependable. Article number 6844377, p. 288-295, 2013. https://doi.org/10.1109/DASC.2013.77
YAN, H.; HUA, Q.; WANG, Y.; WEI, W.; IMRAN, M.; Cloud Robotics In Smart Manufacturing Environments: Challenges And Countermeasures. Computers & Electrical Engineering. v. 63, p. 56-65, out. 2017. https://doi.org/10.1016/j.compeleceng.2017.05.024
YU, H.; SOLVANG, W. D.; Enhancing The Competitiveness Of Manufacturers Through Small-Scale Intelligent Manufacturing System (SIMS): A Supply Chain Perspective. ICITM. Article number 7917904, p. 101-107, maio 2017. https://doi.org/10.1109/ICITM.2017.7917904
ZENG, W.; ZHAO, J.; LIU, M.; Several Public Commercial Clouds And Open Source Cloud Computing Software. ICCSE 2012. Article number 6295264, p. 1130-1133, 2012. https://doi.org/10.1109/ICCSE.2012.6295264
ZHONG, R. Y.; XU, X.; KLOTZ, E.; NEWMAN, S. T.; Intelligent Manufacturing In The Context Of Industry 4.0: A Review. Engineering. v. 3, n. 5, p. 616-630, 2017. https://doi.org/10.1016/J.ENG.2017.05.015
ZHOU, K.; LIU, T.; ZHOU, L.; Industry 4.0: Towards Future Industrial Opportunities And Challenges. 12th IEEE International Conference on Fuzzy Systems. p. 2147-2152, 2015. https://doi.org/10.1109/FSKD.2015.7382284
Published
How to Cite
Issue
Section
License
The Journal reserves the right to make spelling and grammatical changes, aiming to keep a default language, respecting, however, the style of the authors.
The published work is responsibility of the (s) author (s), while the Revista Produção Online is only responsible for the evaluation of the paper. The Revista Produção Online is not responsible for any violations of Law No. 9.610 / 1998, the Copyright Act.
The journal allows the authors to keep the copyright of accepted articles, without restrictions
This work is licensed under a Creative Commons License .
