Opportunities and challenges of the industry 4.0 in industrial companies: a survey on Moroccan firms

ABDI—Agência Brasileira de Desenvolvimento Industrial (2017). Inovação, Manufatura Avançada e o Futuro da Indústria. www.abdi.com.br/Estudo/ABDI_Inovacao_Manufatura_Vol01.pdf. Alcácer, V., & Cruz-Machado, V. (2018). Scanning the industry 4.0: A literature review on technologies for manufacturing systems. Engineering Science and Technology, an International Journal. https://doi.org/10.1016/j.jestch.2019.01.006 Alqahtani, Y., Gupta, S. M., & Nakashima, K. K. (2019). Warranty and maintenance analysis of sensor embedded products using internet of things in industry 4.0. International Journal of Production Economics, 208, 483–499. Alshamaila, Y., Papagiannidis, S., & Li, F. (2013). Cloud computing adoption by SMEs in the north east of England: A multi-perspective framework. Journal of Enterprise Information Management, 26(3), 250–275. Anderl, R., Haag, S., Schützer, K., & Zancul, E. (2018). Digital twin technology—An approach for industrie 4.0 vertical and horizontal lifecycle integration. Information Technology, 60(3), 125–132. Barile, G., Ferri, G., Parente, F. R., Stornelli, V., Sisinni, E., Depari, A., & Flammini, A. A. (2018). CMOS full-range linear integrated interface for differential capacitive sensor readout. Sensors and Actuators a: Physical, 2018(281), 130–140. Bartosik-Purgat, M., & Ratajczak-Mrożek, M. (2018). Big data analysis as a source of companies’ competitive advantage: A review. Entrepreneurial Business and Economics Review, 6(4), 197–215. Benomar, R., (2017). Industry 4.0 at the gates of Morocco. L’économiste. Edition N°:5163 5(3), 256–265. Bruland, K., & Smith, K. (2013). Assessing the role of steam power in the first industrial revolution: The early work of Nick von Tunzelmann. Research Policy, 42(10), 1716–1723. Buchi, G., Cugno, M., & Castagnoli, R. (2020). Smart factory performance and Industry 4.0. Technological Forecasting and Social Change, 150, 119790. Carcano, A., Coletta, A., Guglielmi, M., Masera, M., Fovino, I., & Trombetta, A. (2011). A multidimensional critical state analysis for detecting intrusions in SCADA systems. IEEE Transactions on Industrial Informatics, 7(2), 179–186. Castellacci, F. (2008). Technological paradigms, regimes and trajectories: Manufacturing and service industries in a new taxonomy of sectoral patterns of innovation. Research Policy, 37, 978–994. https://doi.org/10.1016/j.respol.2008.03.011 Choi, T. M. (2018). A system of systems approach for global supply chain management in the big data era. IEEE Engineering Management Review, 46(1), 91–97. Conseil National de l'Industrie, Dgcis, rapport annuel du conseil national de l'industrie, 2013. Ivry-sur-Seine (2013). Dalenogare, L. S., Benitez, G. B., Ayala, N. F., & German Frank, A. (2018). The expected contribution of industry 4.0 technologies for industrial performance. International Journal of Production Economics, 204, 383–394. Deloitte AG. (2015). Industry 4.0. Challenges and solutions for the digital transformation and use of exponential technologies. Depari, A., Sisinni, E., Flammini, A., Ferri, G., Stornelli, V., Barile, G., & Parente, F. R. (2018). Autobalancing analog front end for full-range differential capacitive sensing. IEEE Transactions on Instrumentation and Measurement, 2018(67), 885–893. Foresight (2013). The future of manufacturing: A new era of opportunity and challenge for the UK project report the government office for science, London. Frank, A. G., Cortimiglia, M. N., Ribeiro, J. L. D., & de Oliveira, L. S. (2016). The effect of innovation activities on innovation outputs in the Brazilian industry: Market-orientation vs. technology-acquisition strategies. Research Policy, 45(3), 577–592. Frank, A. G., Dalenogare, L. S., & Ayala, N. F. (2019). Industry 4.0 technologies: Implementation patterns in manufacturing Companies. International Journal of Production Economics, 210, 15–26. Gallab, M., Bouloiz, H., & Tkiouat, M. (2019). Modeling and simulation of complex industrial systems. LAP LAMBERT Academic Publishing. ISBN: 978-620-0-31599-1. Gallab, M., Bouloiz, H., Tkiouat, M., Garbolino, E., (2017). Conformity Checking of LPG Transportation Trucks by Modelling and Simulation. MATEC Web Conf., 105, April 2017, 0004. https://doi.org/10.1051/matecconf/201710500004. Gallab, M., Bouloiz, H., Tkiouat, M., Garbolino, E., & ElKilni, M. A. (2016). Simulation of failure scenarios related to maintenance activities. International Journal of Applied Engineering Research, 11(24), 11935–11949. Graff, D., & Karnapke, R. (2016). Cyber-physical systems-exemplary applications and a distributed execution platform. IEEE international conference on emerging technologies and innovative business practices for the transformation of societies, 978-1-5090-0706-6/16/$31.00. Grieco, A., Caricato, P., Gianfreda, D., Pesce, M., Rigon, V., Tregnaghi, L., & Voglino, A. (2017). An Industry 4.0 case study in fashion manufacturing. Procedia Manufacturing, 11, 871–877. https://doi.org/10.1016/j.promfg.2017.07.190 Hall, B., & Maffioli, A. (2008). Evaluating the impact of technology development funds in emerging economies: Evidence from Latin America. European Journal of Development Research, 20, 172–198. https://doi.org/10.3386/w13835 Jeschke, S., Brecher, C., Song, H., & Rawat, D. B. (Eds.). (2017). Industrial Internet of Things and Cyber Manufacturing Systems (pp. 3–19). Springer International Publishing. pp 3–19 Jiang, R., Kleer, R., & Piller, F. T. (2017). Predicting the future of additive manufacturing: A Delphi study on economic and societal implications of 3D printing for 2030. Technological Forecasting and Social Change, 117, 84–97. https://doi.org/10.1016/j.techfore.2017.01.006 Kagermann, H., Wahlster, W., & Helbig, J. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0. Final report of the Industrie 4.0 WG. Kang, H. S., Lee, J. Y., Choi, S. S., Kim, H., Park, J. H., Son, J. Y., Kim, B. H., & Noh, S. D. (2016). Smart manufacturing: Past research, present findings, and future directions. International Journal of Precision Engineering and Manufacturing Green Technology, 3(1), 111–128. Karre, H., Hammer, M., Kleindienst, M., & Ramsauer, C. (2017). Transition towards an Industry 4.0 state of the LeanLab at Graz University of Technology. Procedia Manufacturing 9, 206–213. 7th Conference on Learning Factories, CLF 2017. Kaynak, O. (2005). The exhilarating journey from industrial electronics to industrial informatics. IEEE Transactions on Industrial Informatics, 1(2), 73. Kiel, D., Arnold, C., & Voigt, K. I. (2017). The influence of the Industrial Internet of Things on business models of established manufacturing companies—A business level perspective. Technovation, 68, 4–19. Kim, H., Lin, Y., & Tseng, T.-L.B. (2018). A review on quality control in additive manufacturing. Rapid Prototyping Journal, 24(3), 645–669. https://doi.org/10.1108/RPJ-03-2017-0048 Koch, V., Kuge, S., Geissbauer, R., & Schrauf, S. (2014). Industry 40: Opportunities and challenges of the industrial internet. Tech. Rep. TR 2014-2. PWC Strategy GmbH. Kushida, E., Murray, J., & Zysman, J. (2011). Diffusing the cloud: Cloud computing and implications for public policy. Journal of Industry, Competition and Trade, 11(3), 209–237. Lal, P., & Bharadwaj, S. S. (2016). Understanding the impact of cloud-based services adoption on organizational flexibility. Journal of Enterprise Information Management, 29(4), 566–588. Lasi, H., Fettke, P., Kemper, H.-G., Feld, T., & Hoffmann, M. (2014). Industry 4.0. Business and Information Systems Engineering, 6, 239–242. https://doi.org/10.1007/s12599-014-0334-4 Lee, J., Bagheri, B., & Kao, H. A. (2015). A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manufacturing Letters, 3, 18–23. Leyh, C., Martin, S., & Schäffer, T. (2017). Industry 4.0 and lean production—A matching relationship? An analysis of selected Industry 4.0 models, 2017 Federal Conference on Computer Science and Informatics Systems (FedCSIS) Prague 11, pp. 989–993. https://doi.org/10.15439/2017F365. Li, L. (2013). Technology designed to combat fakes in the global supply chain. Business Horizons, 56(2), 167–177. Liu, C., Li, W., Lian, J., & Yin, Y. (2012). Reconfiguration of assembly systems: From conveyor assembly line to serus. Journal of Manufacturing Systems, 31(3), 312–325. Lu, Y. (2017). Industry 4.0: A survey on technologies, applications and open research issues. Journal of Industrial Information Integration, 6, 1–10. https://doi.org/10.1016/j.jii.2017.04.005 MacDougall, W. (2014). Industrie 4.0: Smart manufacturing for the future. Germany Trade & Invest. Markkanen, A. (2015). IoT analytics today and in 2020. Competitive edge from edge intelligence. ABI Research. Mamad, M., (2018). Challenges and Benefits of Industry 4.0: An overview. International Journal of Supply and Operations Management (IJSOM) McAffee, A., & Brynjolfsson, E. (2012). Big data: The management revolution exploiting vast new flows of information can radically improve your company's performance. But first you'll have to change your decision-making culture. Harvard Business Review, 3–9. McKinsey and Company. (2015). Industry 4.0: How to navigate digitization of the manufacturing sector. Tech. rep. McKinsey and Company. Ministero dello Sviluppo Economico, Piano nazionale impresa 4.0, Roma (2017). Ministry of Industry, Trade, Green Economy and Digital, Morocco (2018). Mitra, A., O’Regan, N., & Sarpong, D. (2018). Cloud resource adaptation: A resource based perspective on value creation for corporate growth. Technological Forecasting and Social Change, 130, 28–38. Motyl, B., Baronio, G., Uberti, S., Speranza, D., & Filippi, S. (2017). How will change the future engineer’s skills in the industry 4.0 framework? A questionnaire survey. Procedia Manufacturing, 11, 1501–1509. https://doi.org/10.1016/j.promfg.2017.07.282 Murat, M. (2019). Simulation for Industry 4.0. Springer Series in Advanced Manufacturing. https://doi.org/10.1007/978-3-030-04137-3. National Research Foundation, Research, innovation and enterprise, SGP (2016). Pedersen, M. R., Nalpantidis, L., Andersen, R. S., Schou, C., Bøgh, S., Krüger, V., & Madsen, O. (2016). Robot skills for manufacturing: From concept to industrial deployment. Robotics and Computer Integrated Manufacturing, 37, 282–291. https://doi.org/10.1016/j.rcim.2015.04.002 Pereira, A. C., & Romero, F. (2017). A review of the meanings and the implications of the Industry 4.0 concept. Procedia Manufacturing, 13, 1206–1214. Peruzzini, M., Grandi, F., & Pellicciari, M. (2017). Benchmarking of tools for user experience analysis in industry 4.0. Procedia Manufacturing, 11, 806–813. https://doi.org/10.1016/j.promfg.2017.07.182 Phillips, L. A., Calantone, R., & Lee, M. (1994). International technology adoption. Journal of Business and Industrial Marketing, 9, 16–28. https://doi.org/10.1108/08858629410059762 Porter, M. E., & Heppelmann, J. E. (2014). How smart, connected products are transforming competition. Harvard Business Review, 92(11), 64–88. Qin, J., Liu, Y., & Grosvenor, R. (2016). A categorical framework of manufacturing for industry 4.0 and beyond. Procedia CIRP, 52, 173–178. https://doi.org/10.1016/j.procir.2016.08.005 Rafael, R., Shirley, A. J., & Liveris, A. (2014). Report to the President Accelerating US Advanced Manufacturing Report. Executive Office of the President, President’s Council of Advisors on Science and Technology, Washington DC. Raj, A., Dwivedi, G., Sharma, A., Jabbour, A. B. L., & Rajak, S. (2020). Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective. International Journal of Production Economics, 224, 107546. Rostow, W. (1988). Essays on a half century ideas. Westview Press. Sagar, S., Bora, A., Gangwal, P., Gupta, P., Kumar, A., & Agarwal, A. (2013). Factors affecting customer loyalty in cloud computing: A customer defection-centric view to develop a void-in-customer loyalty amplification model. Global Journal of Flexible Systems Management, 14(3), 143–156. Scheer, A.-W. (1994). Cim: Computer integrated manufacturing towards the factory of the future. Springer. Schuh, G., Anderl, R., Gausemeier, J., ten Hompel, M., & Wahlster, W. (2017). Industrie 4.0 maturity index. In: Managing the digital transformation of companies (Acatech Study) Herbert Utz Verlag (Munich). Tucker, K., Bulim, J., Koch, G., North, M., Trinh, N., & Fox, J. (2018). Internet industry: A perspective review through internet of things and internet of everything. International Journal of Management Reviews, 14(2), 26–35. Tuptuk, S. H. (2018). Security of smart manufacturing systems. Journal of Manufacturing Systems, 47, 93–106. Vaidya, S., Ambad, P., & Bhosle, S. (2018). Industry 4.0—A glimpse. 2nd International Conference on Materials Manufacturing and Design Engineering, Procedia Manufacturing, 20, 233–238. Valente, G., Muttillo, V., Muttillo, M., Barile, G., Leoni, A., Tiberti, W., & Pomante, L. (2019). SPOF—Slave powerlink on FPGA for Smart Sensors And Actuators Interfacing For Industry 4.0 applications. Energies, 12, 1633. https://doi.org/10.3390/en12091633 Wagner, T., Herrmann, C., & Thiede, S. (2017). Industry 4.0 impacts on lean production systems. Procedia CIRP, 63, 125–131. https://doi.org/10.1016/j.procir.2017.02.041 Waibel, M. W., Steenkamp, L. P., Moloko, N., & Oosthuizen, G. A. (2017). Investigating the effects of smart production systems on sustainability elements. Procedia Manufacturing, 8, 731–737. Wamba, S. F., Akter, S., Edwards, A., Chopin, G., & Gnanzou, D. (2015). How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study. International Journal of Production Economics, 165, 234–246. Wang, G., Gunasekaran, A., Ngai, E. W. T., & Papadopoulos, T. (2016). Big data analytics in logistics and supply chain management: Certain investigations for research and applications. International Journal of Production Economics, 176, 98–110. Weyer, S., Schmitt, M., Ohmer, M., & Gorecky, D. (2015). Towards Industry 4.0—Standardization as the crucial challenge for highly modular, multi-vendor production systems. IFAC-Papers on-Line, 48(3), 579–584. https://doi.org/10.1016/j.ifacol.2015.06.143 Wilamowski, B. (2005). Welcome to the IEEE transactions on industrial informatics, a new journal of the Industrial Electronics Society. IEEE Transactions on Industrial Informatics, 1(1), 1–2. Wu, Q., Liu, Y., & Wu, C. (2017). An overview of current situations of robot industry development. 4th Annual International Conference on Wireless Communication and Sensor Network (WCDN 2017). Xu, L. (2007). Editorial: Inaugural issue. Enterprise Information Systems, 1(1), 1–2. https://doi.org/10.1080/17517570712331393320 Xu, L. D., Xu, E. L., & Li, L. (2018). Industry 4.0: State of the art and future trends. International Journal of Production Research, 56(8), 2941–2962. Yasanur, K. (2018). Sustainability impact of digitization in logistics. 15th Global Conference on Sustainable Manufacturing Procedia Manufacturing. Vol. 21, pp. 782–789. Yin, Y., Stecke, K. E., & Li, D. (2017). The evolution of production systems from Industry 2.0 through Industry 4.0. International Journal of Production Research. https://doi.org/10.1080/00207543.2017.1403664 Zhai, C., Zou, Z., Chen, Q., Xu, L., Zheng, L., & Tenhunen, H. (2016). Delay-aware and reliability-aware contention-free MF-TDMA protocol for automated RFID monitoring in industrial IoT. Journal of Industrial Information Integration, 3, 8–19. https://doi.org/10.1016/j.jii.2016.06.002 Zhong, R. Y., Xu, X., Klotz, E., & Newman, S. T. (2017). Intelligent manufacturing in the context of industry 4.0: Review. Engineering, 3, 616–630.