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Industry 4.0 within the framework of Supply Chain: a literature review and future research directions

Yıl 2019, , 129 - 141, 31.12.2019
https://doi.org/10.32705/yorumyonetim.650699

Öz

Since its introduction on 2013, Industry 4.0 concept has been applied towards the digitalization of the business environment and has been increasingly a favorite topic for academic research. Moreover, the current needs of an out most efficient supply chain within this global and highly competitive world, has set the incorporation of the Industry 4.0 into its structure as a crucial element. The aim of the authors is to examine the progress and identify any research gaps with relevance to scholarly outcomes on Industry 4.0 within the framework of the supply chain. Thus, the authors have systematically reviewed the articles regarding the topic that were published from 2013 and onwards. In this paper, the obtained results from both the generic analysis (e.g. year of publication, subject areas) and the specific one corresponding to four subject areas and the three levels of Industry 4.0 are presented, which can be used as a base for future research agenda in related topics.  

Kaynakça

  • America, R. (2015). America's Moment: Creating Opportunity in the Connected Age. WW Norton & Company.
  • Ante, G., Facchini, F., Mossa, G., & Digiesi, S. (2018). Developing a key performance indicators tree for lean and smart production systems. IFAC-PapersOnLine, 51(11), 13-18.
  • Ardito, L., Petruzzelli, A., Panniello, U., & Garavelli, A. (2019). Towards Industry 4.0: Mapping digital technologies for supply chain management-marketing integration. Business Process Management Journal, 25(2), 323-346.
  • Bär, K., Herbert-Hansen, Z., & Khalid, W. (2018). Considering Industry 4.0 aspects in the supply chain for an SME. Production Engineering, 12(6), 747-758.
  • Barata, J., Rupino Da Cunha, P., & Stal, J. (2018). Mobile supply chain management in the Industry 4.0 era: An annotated bibliography and guide for future research. Journal of Enterprise Information Management, 31(1), 173-192.
  • Bienhaus, F., & Haddud, A. (2018). Procurement 4.0: factors influencing the digitisation of procurement and supply chains. Business Process Management Journal, 24(4), 965-984.
  • Byrne, G., Dimitrov, D., Monostori, L., Teti, R., van Houten, F., & Wertheim, R. (2018). Biologicalisation: Biological transformation in manufacturing. CIRP Journal of Manufacturing Science and Technology, 21, 1-32.
  • Conseil national de l’industrie. (2013). The New Face of Industry in France. Paris: French National Industry Council.
  • Cruz Introini, S., Boza, A., & Alemany, M. (2018). Traceability in the Food Supply Chain: Review of the literature from a technological perspective. Direccion y Organizacion, 64, 50-55.
  • Culot, G., Orzes, G., & Sartor, M. (2019). Integration and Scale in the Context of Industry 4.0: The Evolving Shapes of Manufacturing Value Chains. IEEE Engineering Management Review, 47(1), 45-51.
  • da Silva, V., Kovaleski, J., & Pagani, R. (2019). Technology transfer in the supply chain oriented to industry 4.0: a literature review. Technology Analysis and Strategic Management, 31(5), 546-562.
  • Dallasega, P. (2018). Industry 4.0 fostering construction supply chain management: Lessons learned from engineer-to-order suppliers. IEEE Engineering Management Review, 46(3), 49-55.
  • Dallasega, P., Rauch, E., & Linder, C. (2018). Industry 4.0 as an enabler of proximity for construction supply chains: A systematic literature review. Computers in Industry, 99, 205-225.
  • Dallasega, P., Rojas, R., Rauch, E., & Matt, D. (2017). Simulation Based Validation of Supply Chain Effects through ICT enabled Real-time-capability in ETO Production Planning. Procedia Manufacturing, 11, 846-853.
  • de la Fuente-Mella, H., Rojas Fuentes, J., & Leiva, V. (2019). Econometric modeling of productivity and technical efficiency in the Chilean manufacturing industry. Computers and Industrial Engineering.
  • Ding, B. (2018). Pharma Industry 4.0: Literature review and research opportunities in sustainable pharmaceutical supply chains. Process Safety and Environmental Protection, 119, 115-130.
  • Dolgui, A., Ivanov, D., Sethi, S., & Sokolov, B. (2018). CONTROL THEORY APPLICATIONS TO OPERATIONS SYSTEMS, SUPPLY CHAIN MANAGEMENT AND INDUSTRY 4.0 NETWORKS. IFAC-PapersOnLine, 51(11), 1536-1541.
  • Dolgui, A., Ivanov, D., Sethi, S., & Sokolov, B. (2019). Scheduling in production, supply chain and Industry 4.0 systems by optimal control: fundamentals, state-of-the-art and applications. International Journal of Production Research, 57(2), 411-432.
  • Drath, R., & Horch, A. (2014). Industrie 4.0: Hit or hype?[industry forum]. IEEE industrial electronics magazine, 8(2), 56-58.
  • European Commission. (2016). Factories of the Future PPP: Towards Competitive EU Manufacturing. Bruxelles: European Commission.
  • Fernández-Caramés, T., Fraga-Lamas, P., Suárez-Albela, M., & Díaz-Bouza, M. (2018). A fog computing based cyber-physical system for the automation of pipe-related tasks in the industry 4.0 shipyard. Sensors (Switzerland), 18(6).
  • Foresight. (2013). The Future of Manufacturing: A New Era of Opportunity and Challenge for the UK. London: UK Government.
  • Frank, A., Dalenogare, L., & Ayala, N. (2019). Industry 4.0 technologies: Implementation patterns in manufacturing companies. International Journal of Production Economics, 210, 15-26.
  • Galati, F., & Bigliardi, B. (2019). Industry 4.0: Emerging themes and future research avenues using a text mining approach. Computers in Industry, 109, 100-113.
  • Ghadimi, P., Wang, C., Lim, M., & Heavey, C. (2019). Intelligent sustainable supplier selection using multi-agent technology: Theory and application for Industry 4.0 supply chains. Computers and Industrial Engineering, 127, 588-600.
  • Gružauskas, V., Baskutis, S., & Navickas, V. (2018). Minimizing the trade-off between sustainability and cost effective performance by using autonomous vehicles. Journal of Cleaner Production, 184, 709-717.
  • Haverkort, B., & Zimmermann, A. (2017). Smart Industry: How ICT Will Change the Game! IEEE Internet Computing, 21(1), 8-10.
  • Henning, K. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0.
  • Huang, Y., Xu, Y., Fang, X., & Wei, B. (2016). Current status, future developments and recent patents on big data technique in process control systems. Recent Patents on Mechanical Engineering, 9(2), 112-124.
  • Ivanov, D., Dolgui, A., & Sokolov, B. (2019). The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics. International Journal of Production Research, 57(3), 829-846.
  • Ivanov, D., Sethi, S., Dolgui, A., & Sokolov, B. (2018). A survey on control theory applications to operational systems, supply chain management, and Industry 4.0. Annual Reviews in Control, 46, 134-147.
  • Ivanov, D., Sokolov, B., & Ivanova, M. (2016). Schedule coordination in cyber-physical supply networks Industry 4.0. IFAC-PapersOnLine, 49(12), 839-844.
  • Kang, H., Lee, J., Choi, S., Kim, H., Park, J., Son, J., . . . Do Noh, S. (2016). Smart manufacturing: Past research, present findings, and future directions. International Journal of Precision Engineering and Manufacturing-Green Technology, 3(1), 111-128.
  • Lenz, J., Wuest, T., & Westkämper, E. (2018). Holistic approach to machine tool data analytics. Journal of Manufacturing Systems, 48, 180-191.
  • Li, K. (2015). Made in China 2025. Beijing: State Council of China.
  • Luthra, S., & Mangla, S. (2018). Evaluating challenges to Industry 4.0 initiatives for supply chain sustainability in emerging economies. Process Safety and Environmental Protection, 117, 168-179.
  • Majeed, M., & Rupasinghe, T. (2017). Internet of things (IoT) embedded future supply chains for industry 4.0: An assessment from an ERP-based fashion apparel and footwear industry. International Journal of Supply Chain Management, 6(1), 25-40.
  • Manavalan, E., & Jayakrishna, K. (2019). A review of Internet of Things (IoT) embedded sustainable supply chain for industry 4.0 requirements. Computers and Industrial Engineering, 127, 925-953.
  • Mazzola, L., Waibel, P., Kaphanke, P., & Klusch, M. (2018). Smart process optimization and adaptive execution with semantic services in cloud manufacturing. Information (Switzerland), 9(11).
  • Melnyk, S., Flynn, B., & Awaysheh, A. (2018). The best of times and the worst of times: empirical operations and supply chain management research. International Journal of Production Research, 56(1-2), 164-192.
  • Müller, F., Jaeger, D., & Hanewinkel, M. (2019). Digitization in wood supply – A review on how Industry 4.0 will change the forest value chain. Computers and Electronics in Agriculture, 162, 206-218.
  • Müller, J., & Voigt, K.-I. (2018). The Impact of Industry 4.0 on Supply Chains in Engineer-to-Order Industries - An Exploratory Case Study. IFAC-PapersOnLine, 51(11), 122-127.
  • Nascimento, D., Alencastro, V., Quelhas, O., Caiado, R., Garza-Reyes, J., Lona, L., & Tortorella, G. (2019). Exploring Industry 4.0 technologies to enable circular economy practices in a manufacturing context: A business model proposal. Journal of Manufacturing Technology Management, 30(3), 607-627.
  • Panetto, H., Iung, B., Ivanov, D., Weichhart, G., & Wang, X. (2019). Challenges for the cyber-physical manufacturing enterprises of the future. Annual Reviews in Control.
  • Pasetti Monizza, G., Bendetti, C., & Matt, D. (2018). Parametric and Generative Design techniques in mass-production environments as effective enablers of Industry 4.0 approaches in the Building Industry. Automation in Construction, 92, 270-285.
  • Pirvulescu, P., & Enevoldsen, P. (2019). Supply Chain management in the age of digitalization. International Journal of Supply Chain Management, 8(2), 414-428.
  • Rahman, N., Muda, J., Mohammad, M., Ahmad, M., Rahim, S., & Fernando, M.-V. (2019). Digitalization and leap frogging strategy among the supply chain member: Facing GIG economy and why should logistics players care? International Journal of Supply Chain Management, 8(2), 1042-1048.
  • Reddy, G., Singh, H., & Hariharan, S. (2016). Supply chain wide transformation of traditional industry to industry 4.0. ARPN Journal of Engineering and Applied Sciences, 11(18), 11089-11097.
  • Saucedo-Martínez, J., Pérez-Lara, M., Marmolejo-Saucedo, J., Salais-Fierro, T., & Vasant, P. (2018). Industry 4.0 framework for management and operations: a review. Journal of Ambient Intelligence and Humanized Computing, 1-13.
  • Shamim, S., Cang, S., Yu, H., & Li, Y. (2017). Examining the feasibilities of Industry 4.0 for the hospitality sector with the lens of management practice. Energies, 10(4).
  • Sundarakani, B., Kamran, R., Maheshwari, P., & Jain, V. (2019). Designing a hybrid cloud for a supply chain network of Industry 4.0: a theoretical framework. Benchmarking.
  • Telukdarie, A., Buhulaiga, E., Bag, S., Gupta, S., & Luo, Z. (2018). Industry 4.0 implementation for multinationals. Process Safety and Environmental Protection, 118, 316-329.
  • Tjahjono, B., Esplugues, C., Ares, E., & Pelaez, G. (2017). What does Industry 4.0 mean to Supply Chain? Procedia Manufacturing, 13, 1175-1182.
  • Tombido, L., Louw, L., & van Eeden, J. (2018). A systematic review of 3pls’ entry into reverse logistics. South African Journal of Industrial Engineering, 29(3 Special Edition), 235-260.
  • Tortorella, G., Miorando, R., & Mac Cawley, A. (2019). The moderating effect of Industry 4.0 on the relationship between lean supply chain management and performance improvement. Supply Chain Management, 24(2), 301-314.
  • Wang, B., & Ha-Brookshire, J. (2018). Exploration of Digital Competency Requirements within the Fashion Supply Chain with an Anticipation of Industry 4.0. International Journal of Fashion Design, Technology and Education, 11(3), 333-342.
  • Xue, X., Kou, Y.-M., Wang, S.-F., & Liu, Z.-Z. (2018). Computational Experiment Research on the Equalization-Oriented Service Strategy in Collaborative Manufacturing. IEEE Transactions on Services Computing, 11(2), 369-383.
  • Zheng, M., Wu, K., Sun, C., & Pan, E. (2019). Optimal decisions for a two-echelon supply chain with capacity and demand information. Advanced Engineering Informatics, 39, 248-258.

Industry 4.0 within the framework of Supply Chain: a literature review and future research directions

Yıl 2019, , 129 - 141, 31.12.2019
https://doi.org/10.32705/yorumyonetim.650699

Öz

2013 yılında iş ve akademik dünyanın gündeme girdiginden beri, Endüstri 4.0 kavramı iş çevresinin (süreçlerinin) dijitalleşmesine yönelik uygulanmakta ve araştırmacıların giderek daha fazla ilgisini çekmektedir. Dahası, küresel ve rekabetçi iş dünyasında tedarik zinciri süreçlerinin en etkin şekilde yürütülebilmesi için, endüstri 4.0 uygulamaları bu süreçlerin yapısına önemli bir unsur olarak dahil edilmiştir. Yazarların amacı (Çalışmanın amacı) tedarik zinciri kapsamında endüstri 4.0 ile ilgili akademik yazındaki ilerleyişi incelemek ve ihmal edilmiş araştırma konularını tespit etmektir. Bu nedenle, yazarlar 2013'ten günümüze dek yayımlanmış makaleleri araştırma konularına göre incelemişlerdir. Analiz sonucunda hem yıllara göre araştırma konuları ortaya konulmuş  hem de ilgili alanda gelecekteki  araştırmalar için temel teşkil edebilecek dört araştırma alanı ve endüstri 4.0 olgusunun üç düzeyi tanımlanmıştır.

Kaynakça

  • America, R. (2015). America's Moment: Creating Opportunity in the Connected Age. WW Norton & Company.
  • Ante, G., Facchini, F., Mossa, G., & Digiesi, S. (2018). Developing a key performance indicators tree for lean and smart production systems. IFAC-PapersOnLine, 51(11), 13-18.
  • Ardito, L., Petruzzelli, A., Panniello, U., & Garavelli, A. (2019). Towards Industry 4.0: Mapping digital technologies for supply chain management-marketing integration. Business Process Management Journal, 25(2), 323-346.
  • Bär, K., Herbert-Hansen, Z., & Khalid, W. (2018). Considering Industry 4.0 aspects in the supply chain for an SME. Production Engineering, 12(6), 747-758.
  • Barata, J., Rupino Da Cunha, P., & Stal, J. (2018). Mobile supply chain management in the Industry 4.0 era: An annotated bibliography and guide for future research. Journal of Enterprise Information Management, 31(1), 173-192.
  • Bienhaus, F., & Haddud, A. (2018). Procurement 4.0: factors influencing the digitisation of procurement and supply chains. Business Process Management Journal, 24(4), 965-984.
  • Byrne, G., Dimitrov, D., Monostori, L., Teti, R., van Houten, F., & Wertheim, R. (2018). Biologicalisation: Biological transformation in manufacturing. CIRP Journal of Manufacturing Science and Technology, 21, 1-32.
  • Conseil national de l’industrie. (2013). The New Face of Industry in France. Paris: French National Industry Council.
  • Cruz Introini, S., Boza, A., & Alemany, M. (2018). Traceability in the Food Supply Chain: Review of the literature from a technological perspective. Direccion y Organizacion, 64, 50-55.
  • Culot, G., Orzes, G., & Sartor, M. (2019). Integration and Scale in the Context of Industry 4.0: The Evolving Shapes of Manufacturing Value Chains. IEEE Engineering Management Review, 47(1), 45-51.
  • da Silva, V., Kovaleski, J., & Pagani, R. (2019). Technology transfer in the supply chain oriented to industry 4.0: a literature review. Technology Analysis and Strategic Management, 31(5), 546-562.
  • Dallasega, P. (2018). Industry 4.0 fostering construction supply chain management: Lessons learned from engineer-to-order suppliers. IEEE Engineering Management Review, 46(3), 49-55.
  • Dallasega, P., Rauch, E., & Linder, C. (2018). Industry 4.0 as an enabler of proximity for construction supply chains: A systematic literature review. Computers in Industry, 99, 205-225.
  • Dallasega, P., Rojas, R., Rauch, E., & Matt, D. (2017). Simulation Based Validation of Supply Chain Effects through ICT enabled Real-time-capability in ETO Production Planning. Procedia Manufacturing, 11, 846-853.
  • de la Fuente-Mella, H., Rojas Fuentes, J., & Leiva, V. (2019). Econometric modeling of productivity and technical efficiency in the Chilean manufacturing industry. Computers and Industrial Engineering.
  • Ding, B. (2018). Pharma Industry 4.0: Literature review and research opportunities in sustainable pharmaceutical supply chains. Process Safety and Environmental Protection, 119, 115-130.
  • Dolgui, A., Ivanov, D., Sethi, S., & Sokolov, B. (2018). CONTROL THEORY APPLICATIONS TO OPERATIONS SYSTEMS, SUPPLY CHAIN MANAGEMENT AND INDUSTRY 4.0 NETWORKS. IFAC-PapersOnLine, 51(11), 1536-1541.
  • Dolgui, A., Ivanov, D., Sethi, S., & Sokolov, B. (2019). Scheduling in production, supply chain and Industry 4.0 systems by optimal control: fundamentals, state-of-the-art and applications. International Journal of Production Research, 57(2), 411-432.
  • Drath, R., & Horch, A. (2014). Industrie 4.0: Hit or hype?[industry forum]. IEEE industrial electronics magazine, 8(2), 56-58.
  • European Commission. (2016). Factories of the Future PPP: Towards Competitive EU Manufacturing. Bruxelles: European Commission.
  • Fernández-Caramés, T., Fraga-Lamas, P., Suárez-Albela, M., & Díaz-Bouza, M. (2018). A fog computing based cyber-physical system for the automation of pipe-related tasks in the industry 4.0 shipyard. Sensors (Switzerland), 18(6).
  • Foresight. (2013). The Future of Manufacturing: A New Era of Opportunity and Challenge for the UK. London: UK Government.
  • Frank, A., Dalenogare, L., & Ayala, N. (2019). Industry 4.0 technologies: Implementation patterns in manufacturing companies. International Journal of Production Economics, 210, 15-26.
  • Galati, F., & Bigliardi, B. (2019). Industry 4.0: Emerging themes and future research avenues using a text mining approach. Computers in Industry, 109, 100-113.
  • Ghadimi, P., Wang, C., Lim, M., & Heavey, C. (2019). Intelligent sustainable supplier selection using multi-agent technology: Theory and application for Industry 4.0 supply chains. Computers and Industrial Engineering, 127, 588-600.
  • Gružauskas, V., Baskutis, S., & Navickas, V. (2018). Minimizing the trade-off between sustainability and cost effective performance by using autonomous vehicles. Journal of Cleaner Production, 184, 709-717.
  • Haverkort, B., & Zimmermann, A. (2017). Smart Industry: How ICT Will Change the Game! IEEE Internet Computing, 21(1), 8-10.
  • Henning, K. (2013). Recommendations for implementing the strategic initiative INDUSTRIE 4.0.
  • Huang, Y., Xu, Y., Fang, X., & Wei, B. (2016). Current status, future developments and recent patents on big data technique in process control systems. Recent Patents on Mechanical Engineering, 9(2), 112-124.
  • Ivanov, D., Dolgui, A., & Sokolov, B. (2019). The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics. International Journal of Production Research, 57(3), 829-846.
  • Ivanov, D., Sethi, S., Dolgui, A., & Sokolov, B. (2018). A survey on control theory applications to operational systems, supply chain management, and Industry 4.0. Annual Reviews in Control, 46, 134-147.
  • Ivanov, D., Sokolov, B., & Ivanova, M. (2016). Schedule coordination in cyber-physical supply networks Industry 4.0. IFAC-PapersOnLine, 49(12), 839-844.
  • Kang, H., Lee, J., Choi, S., Kim, H., Park, J., Son, J., . . . Do Noh, S. (2016). Smart manufacturing: Past research, present findings, and future directions. International Journal of Precision Engineering and Manufacturing-Green Technology, 3(1), 111-128.
  • Lenz, J., Wuest, T., & Westkämper, E. (2018). Holistic approach to machine tool data analytics. Journal of Manufacturing Systems, 48, 180-191.
  • Li, K. (2015). Made in China 2025. Beijing: State Council of China.
  • Luthra, S., & Mangla, S. (2018). Evaluating challenges to Industry 4.0 initiatives for supply chain sustainability in emerging economies. Process Safety and Environmental Protection, 117, 168-179.
  • Majeed, M., & Rupasinghe, T. (2017). Internet of things (IoT) embedded future supply chains for industry 4.0: An assessment from an ERP-based fashion apparel and footwear industry. International Journal of Supply Chain Management, 6(1), 25-40.
  • Manavalan, E., & Jayakrishna, K. (2019). A review of Internet of Things (IoT) embedded sustainable supply chain for industry 4.0 requirements. Computers and Industrial Engineering, 127, 925-953.
  • Mazzola, L., Waibel, P., Kaphanke, P., & Klusch, M. (2018). Smart process optimization and adaptive execution with semantic services in cloud manufacturing. Information (Switzerland), 9(11).
  • Melnyk, S., Flynn, B., & Awaysheh, A. (2018). The best of times and the worst of times: empirical operations and supply chain management research. International Journal of Production Research, 56(1-2), 164-192.
  • Müller, F., Jaeger, D., & Hanewinkel, M. (2019). Digitization in wood supply – A review on how Industry 4.0 will change the forest value chain. Computers and Electronics in Agriculture, 162, 206-218.
  • Müller, J., & Voigt, K.-I. (2018). The Impact of Industry 4.0 on Supply Chains in Engineer-to-Order Industries - An Exploratory Case Study. IFAC-PapersOnLine, 51(11), 122-127.
  • Nascimento, D., Alencastro, V., Quelhas, O., Caiado, R., Garza-Reyes, J., Lona, L., & Tortorella, G. (2019). Exploring Industry 4.0 technologies to enable circular economy practices in a manufacturing context: A business model proposal. Journal of Manufacturing Technology Management, 30(3), 607-627.
  • Panetto, H., Iung, B., Ivanov, D., Weichhart, G., & Wang, X. (2019). Challenges for the cyber-physical manufacturing enterprises of the future. Annual Reviews in Control.
  • Pasetti Monizza, G., Bendetti, C., & Matt, D. (2018). Parametric and Generative Design techniques in mass-production environments as effective enablers of Industry 4.0 approaches in the Building Industry. Automation in Construction, 92, 270-285.
  • Pirvulescu, P., & Enevoldsen, P. (2019). Supply Chain management in the age of digitalization. International Journal of Supply Chain Management, 8(2), 414-428.
  • Rahman, N., Muda, J., Mohammad, M., Ahmad, M., Rahim, S., & Fernando, M.-V. (2019). Digitalization and leap frogging strategy among the supply chain member: Facing GIG economy and why should logistics players care? International Journal of Supply Chain Management, 8(2), 1042-1048.
  • Reddy, G., Singh, H., & Hariharan, S. (2016). Supply chain wide transformation of traditional industry to industry 4.0. ARPN Journal of Engineering and Applied Sciences, 11(18), 11089-11097.
  • Saucedo-Martínez, J., Pérez-Lara, M., Marmolejo-Saucedo, J., Salais-Fierro, T., & Vasant, P. (2018). Industry 4.0 framework for management and operations: a review. Journal of Ambient Intelligence and Humanized Computing, 1-13.
  • Shamim, S., Cang, S., Yu, H., & Li, Y. (2017). Examining the feasibilities of Industry 4.0 for the hospitality sector with the lens of management practice. Energies, 10(4).
  • Sundarakani, B., Kamran, R., Maheshwari, P., & Jain, V. (2019). Designing a hybrid cloud for a supply chain network of Industry 4.0: a theoretical framework. Benchmarking.
  • Telukdarie, A., Buhulaiga, E., Bag, S., Gupta, S., & Luo, Z. (2018). Industry 4.0 implementation for multinationals. Process Safety and Environmental Protection, 118, 316-329.
  • Tjahjono, B., Esplugues, C., Ares, E., & Pelaez, G. (2017). What does Industry 4.0 mean to Supply Chain? Procedia Manufacturing, 13, 1175-1182.
  • Tombido, L., Louw, L., & van Eeden, J. (2018). A systematic review of 3pls’ entry into reverse logistics. South African Journal of Industrial Engineering, 29(3 Special Edition), 235-260.
  • Tortorella, G., Miorando, R., & Mac Cawley, A. (2019). The moderating effect of Industry 4.0 on the relationship between lean supply chain management and performance improvement. Supply Chain Management, 24(2), 301-314.
  • Wang, B., & Ha-Brookshire, J. (2018). Exploration of Digital Competency Requirements within the Fashion Supply Chain with an Anticipation of Industry 4.0. International Journal of Fashion Design, Technology and Education, 11(3), 333-342.
  • Xue, X., Kou, Y.-M., Wang, S.-F., & Liu, Z.-Z. (2018). Computational Experiment Research on the Equalization-Oriented Service Strategy in Collaborative Manufacturing. IEEE Transactions on Services Computing, 11(2), 369-383.
  • Zheng, M., Wu, K., Sun, C., & Pan, E. (2019). Optimal decisions for a two-echelon supply chain with capacity and demand information. Advanced Engineering Informatics, 39, 248-258.
Toplam 58 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Ekonomi
Bölüm Makaleler
Yazarlar

Ourania Areta 0000-0001-8607-6089

Hunaida Awwad 0000-0002-6006-5944

Yayımlanma Tarihi 31 Aralık 2019
Gönderilme Tarihi 25 Kasım 2019
Kabul Tarihi 9 Ocak 2020
Yayımlandığı Sayı Yıl 2019

Kaynak Göster

APA Areta, O., & Awwad, H. (2019). Industry 4.0 within the framework of Supply Chain: a literature review and future research directions. Yorum Yönetim Yöntem Uluslararası Yönetim Ekonomi Ve Felsefe Dergisi, 7(3), 129-141. https://doi.org/10.32705/yorumyonetim.650699
AMA Areta O, Awwad H. Industry 4.0 within the framework of Supply Chain: a literature review and future research directions. Yorum-Yönetim-Yöntem (JIMM). Aralık 2019;7(3):129-141. doi:10.32705/yorumyonetim.650699
Chicago Areta, Ourania, ve Hunaida Awwad. “Industry 4.0 Within the Framework of Supply Chain: A Literature Review and Future Research Directions”. Yorum Yönetim Yöntem Uluslararası Yönetim Ekonomi Ve Felsefe Dergisi 7, sy. 3 (Aralık 2019): 129-41. https://doi.org/10.32705/yorumyonetim.650699.
EndNote Areta O, Awwad H (01 Aralık 2019) Industry 4.0 within the framework of Supply Chain: a literature review and future research directions. Yorum Yönetim Yöntem Uluslararası Yönetim Ekonomi ve Felsefe Dergisi 7 3 129–141.
IEEE O. Areta ve H. Awwad, “Industry 4.0 within the framework of Supply Chain: a literature review and future research directions”, Yorum-Yönetim-Yöntem (JIMM), c. 7, sy. 3, ss. 129–141, 2019, doi: 10.32705/yorumyonetim.650699.
ISNAD Areta, Ourania - Awwad, Hunaida. “Industry 4.0 Within the Framework of Supply Chain: A Literature Review and Future Research Directions”. Yorum Yönetim Yöntem Uluslararası Yönetim Ekonomi ve Felsefe Dergisi 7/3 (Aralık 2019), 129-141. https://doi.org/10.32705/yorumyonetim.650699.
JAMA Areta O, Awwad H. Industry 4.0 within the framework of Supply Chain: a literature review and future research directions. Yorum-Yönetim-Yöntem (JIMM). 2019;7:129–141.
MLA Areta, Ourania ve Hunaida Awwad. “Industry 4.0 Within the Framework of Supply Chain: A Literature Review and Future Research Directions”. Yorum Yönetim Yöntem Uluslararası Yönetim Ekonomi Ve Felsefe Dergisi, c. 7, sy. 3, 2019, ss. 129-41, doi:10.32705/yorumyonetim.650699.
Vancouver Areta O, Awwad H. Industry 4.0 within the framework of Supply Chain: a literature review and future research directions. Yorum-Yönetim-Yöntem (JIMM). 2019;7(3):129-41.

Değerli akademisyenler ve yazarlar

Dergi sistemine yüklenmiş olan çalışmalarınızda yazarlara ait bilgilerin olmaması gerekmektedir. Değerli yazarlarımızın bu uyarı dikkate almaları önemli rica olunur.

Dergimiz Açık Erişim Politikasını benimsemiş olup; yayın gönderimi, yayın değerlendirme ve makale yayınlama süreçlerinde yazarlardan herhangi bir ücret talep etmemektedir. 


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Yorum Yönetim Yöntem Uluslararası Yönetim Ekonomi ve Felsefe Dergisi Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı ile lisanslanmıştır.