Industry 4.0 – A Glimpse
Open accessAbstract
Digitization and intelligentization of manufacturing process is the need for today’s industry. The manufacturing industries are currently changing from mass production to customized production. The rapid advancements in manufacturing technologies and applications in the industries help in increasing productivity. The term Industry 4.0 stands for the fourth industrial revolution which is defined as a new level of organization and control over the entire value chain of the life cycle of products; it is geared towards increasingly individualized customer requirements. Industry 4.0 is still visionary but a realistic concept which includes Internet of Things, Industrial Internet, Smart Manufacturing and Cloud based Manufacturing. Industry 4.0 concerns the strict integration of human in the manufacturing process so as to have continuous improvement and focus on value adding activities and avoiding wastes. The objective of this paper is to provide an overview of Industry 4.0 and understanding of the nine pillars of Industry 4.0 with its applications and identifying the challenges and issues occurring with implementation the Industry 4.0 and to study the new trends and streams related to Industry 4.0.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
As a result of smart factory concept implementation, Lean, Flexible, Sustainable, Digital, Cloud, Intelligent, Holonic, Additive and Agile manufacturing models have been defined.
“As a result of the smart factory concept implementation, Lean, Flexible, Sustainable, Digital, Cloud, Intelligent, Holonic, Additive and Agile manufacturing models have been defined [3], [4], based on utilization of specific groups of I4.0 enabling technologies and their impact on the entire industrial value chain.”
From SCADA Systems With Focus on Continuous Manufacturing and Steel Industry: A Survey on Architectures, Standards, Challenges and Industry 5.0 (2022) · cites this paper as [3]
Section 2.8 (page unavailable) discusses additive manufacturing under Industry 4.0, and section 2.6 describes digital production and cloud connectivity. The copy does not define the claimed set of ten manufacturing models or say they resulted from implementing the smart-factory concept. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment
Lee, J., Kao, H.-A., & Yang, S. (2014) · Procedia CIRP · doi:10.1016/j.procir.2014.02.001 · Cited by 1,965 · see citing works
Opportunities of Sustainable Manufacturing in Industry 4.0
Stock, T. W., & Seliger, G. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.01.129 · Cited by 1,947 · see citing works
A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises
Schumacher, A., Erol, S., & Sihn, W. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.07.040 · Cited by 1,766 · see citing works
Implementing Smart Factory of Industrie 4.0: An Outlook
Wang, S., Wan, J., Li, D., & Zhang, C. (2016) · International Journal of Distributed Sensor Networks · doi:10.1155/2016/3159805 · Cited by 1,527 · see citing works
“Industrie 4.0” and Smart Manufacturing – A Review of Research Issues and Application Examples
Thoben, K., Wiesner, S., Wuest, T., & Industrial and Management Systems Engineering (2017) · International Journal of Automation Technology · doi:10.20965/ijat.2017.p0004 · Cited by 1,148 · see citing works
A Categorical Framework of Manufacturing for Industry 4.0 and Beyond
Qin, J., Liu, Y., & Grosvenor, R. I. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.08.005 · Cited by 1,043 · see citing works
INDUSTRY 4.0: A REVIEW ON INDUSTRIAL AUTOMATION AND ROBOTIC
Bahrin, M. A. K., Othman, M. F., Azli, N. H. N., & Talib, M. F. (2016) · Jurnal Teknologi · doi:10.11113/jt.v78.9285 · Cited by 680 · see citing works
Tangible Industry 4.0: A Scenario-Based Approach to Learning for the Future of Production
Erol, S., Jäger, A., Hold, P., Ott, K., & Sihn, W. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.03.162 · Cited by 636 · see citing works
The Industry 4.0 revolution and the future of Manufacturing Execution Systems (MES)
Almada-Lobo, F. (2016) · Journal of Innovation Management · doi:10.24840/2183-0606_003.004_0003 · Cited by 622 · see citing works
Lean Automation enabled by Industry 4.0 Technologies
Kolberg, D., & Zühlke, D. (2015) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2015.06.359 · Cited by 617 · see citing works
Cyber-physical Systems Architecture for Self-Aware Machines in Industry 4.0 Environment
Bagheri, B., Yang, S., Kao, H.-A., & Lee, J. (2015) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2015.06.318 · Cited by 361 · see citing works
Collaboration Mechanisms to Increase Productivity in the Context of Industrie 4.0
Schuh, G., Potente, T., Wesch-Potente, C., Weber, A. R., & Prote, J.-P. (2014) · Procedia CIRP · doi:10.1016/j.procir.2014.05.016 · Cited by 354 · see citing works
Industrie 4.0 - From the Perspective of Applied Research
Neugebauer, R., Hippmann, S., Leis, M., & Landherr, M. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.11.002 · Cited by 142 · see citing works
Service Provision in the Framework of Industry 4.0
Rennung, F. M., Luminosu, C. T., & Drăghici, A. (2016) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2016.05.127 · Cited by 102 · see citing works
Collaborative Maintenance in flow-line Manufacturing Environments: An Industry 4.0 Approach
Σίψας, Κ., Alexopoulos, K., Xanthakis, V., & Chryssolouris, G. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.09.013 · Cited by 90 · see citing works
From PSS to CPS Design: A Real Industrial Use Case Toward Industry 4.0
Marilungo, E., Papetti, A., Germani, M., & Peruzzini, M. (2017) · Procedia CIRP · doi:10.1016/j.procir.2017.03.007 · Cited by 82 · see citing works
Simons, S., Abé, P., & Neser, S. (2017) · Procedia Manufacturing · doi:10.1016/j.promfg.2017.04.023 · Cited by 78 · see citing works
The Application Center Industrie 4.0 - Industry-driven Manufacturing, Research and Development
Landherr, M., Schneider, U., & Bauernhansl, T. (2016) · Procedia CIRP · doi:10.1016/j.procir.2016.11.006 · Cited by 65 · see citing works
Schedule coordination in cyber-physical supply networks Industry 4.0
Ivanov, D., Sokolov, B., & Іванова, М. (2016) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2016.07.879 · Cited by 45 · see citing works
Product-Service Architecture (PSA): toward a Service Engineering perspective in Industry 4.0
Dutra, D. D. S., & Silva, J. R. (2016) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2016.12.167 · Cited by 26 · see citing works
Flagged first, then by citations
14 of the 34 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- R. Neugebauer, S. Hippmann, M. Leis, M. Landherr, Industrie 4.0-Form the perspective of apllied research, 49th CIRP conference on Manufacturing systems (CIRP-CMS 2016), 2-7.
- M. Brettel, N. Friederichsen, M. Keller, How Virtualization, Decentralization and Network Building Change the Manufacturing Landscape: An Industry 4.0 Perspective, International Journal of Mechanical, Aerospace, Industrial, Mechatronic and Manufacturing Engineering Vol:8, No:1, 2014, 37-36.
- K. Witkowski, Internet of Things, Big Data, Industry 4.0-Innovative Solutions in Logistics and Supply Chains Management, 7th International Conference on Engineering, Project, and Production Management, Procedia Engineering 182(2017) 763-769.
- E. Hozdić, Smart Factory for Industry 4.0: A Review, International Journal of Modern Manufacturing Technologies, ISSN 2067-3604, (Vol. VII, No. 1 / 2015) 28-35.
- A.C. Valdeza, P. Braunera, A.K. Schaara, Reducing Complexity with Simplicity -Usability Methods for Industry 4.0, Proceedings 19th Triennial Congress of the IEA, Melbourne 9-14 August 2015.
Cited by
Sorted by citations
Literature review of Industry 4.0 and related technologies
Oztemel, E., & Gursev, S. (2020) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-018-1433-8 · Cited by 2,143 · see citing works
Sima, V., Gheorghe, I. G., Subić, J., & Nancu, D. (2020) · Sustainability · doi:10.3390/su12104035 · Cited by 871 · see citing works
AI revolutionizing industries worldwide: A comprehensive overview of its diverse applications
Rashid, A. B., & Kausik, M. A. K. (2024) · Hybrid Advances · doi:10.1016/j.hybadv.2024.100277 · Cited by 764 · see citing works
Behind the definition of Industry 4.0: Analysis and open questions
Culot, G., Nassimbeni, G., Orzes, G., & Sartor, M. (2020) · International Journal of Production Economics · doi:10.1016/j.ijpe.2020.107617 · Cited by 746 · see citing works
Kamble, S., Gunasekaran, A., & Dhone, N. C. (2019) · International Journal of Production Research · doi:10.1080/00207543.2019.1630772 · Cited by 732 · see citing works
On Predictive Maintenance in Industry 4.0: Overview, Models, and Challenges
Achouch, M., Dimitrova, M., Ziane, K., Karganroudi, S. S., Dhouib, R., Ibrahim, H., & Adda, M. (2022) · Applied Sciences · doi:10.3390/app12168081 · Cited by 628 · see citing works
Substantial capabilities of robotics in enhancing industry 4.0 implementation
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2021) · Cognitive Robotics · doi:10.1016/j.cogr.2021.06.001 · Cited by 599 · see citing works
The impact of Industry 4.0 implementation on supply chains
Ghadge, A., Er Kara, M., Moradlou, H., & Goswami, M. (2020) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-10-2019-0368 · Cited by 511 · see citing works
Jamwal, A., Agrawal, R., Sharma, M., & Giallanza, A. (2021) · Applied Sciences · doi:10.3390/app11125725 · Cited by 492 · see citing works
State of Industry 5.0—Analysis and Identification of Current Research Trends
Akundi, A., Euresti, D., Luna, S., Ankobiah, W., Lopes, A., & Edinbarough, I. (2022) · Applied System Innovation · doi:10.3390/asi5010027 · Cited by 482 · see citing works
Revolution 4.0: Industry vs. Agriculture in a Future Development for SMEs
Zambon, I., Cecchini, M., Egidi, G., Saporito, M. G., & Colantoni, A. (2019) · Processes · doi:10.3390/pr7010036 · Cited by 457 · see citing works
The fourth industrial revolution in the food industry—Part I: Industry 4.0 technologies
Hassoun, A., Aït‐Kaddour, A., Abu-Mahfouz, A. M. I., Rathod, N. B., Bader, F., Barba, F. J., Biancolillo, A., Cropotova, J., Galanakis, C. M., Jambrak, A. ., et al. (2022) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2022.2034735 · Cited by 453 · see citing works
Moktadir, M. A., Ali, S. M., Kusi‐Sarpong, S., & Shaikh, M. A. A. (2018) · Process Safety and Environmental Protection · doi:10.1016/j.psep.2018.04.020 · Cited by 425 · see citing works
Additive Manufacturing Applications in Industry 4.0: A Review
Haleem, A., & Javaid, M. (2019) · Journal of Industrial Integration and Management · doi:10.1142/s2424862219300011 · Cited by 418 · see citing works
Industry 4.0, a revolution that requires technology and national strategies
Yang, F., & Gu, S. (2021) · Complex & Intelligent Systems · doi:10.1007/s40747-020-00267-9 · Cited by 399 · see citing works
A Review of Data-Driven Decision-Making Methods for Industry 4.0 Maintenance Applications
Bousdekis, A., Lepenioti, K., Apostolou, D., & Mentzas, G. N. (2021) · Electronics · doi:10.3390/electronics10070828 · Cited by 364 · see citing works
INTERNET OF THINGS IN THE CONTEXT OF INDUSTRY 4.0: AN OVERVIEW
Λαμπρόπουλος, Γ., Siakas, K. V., & Anastasiadis, T. (2019) · International Journal of Entrepreneurial Knowledge · doi:10.2478/ijek-2019-0001 · Cited by 351 · see citing works
Kumar, S., Gopi, T., Harikeerthana, N., Gupta, M. K., Gaur, V., Królczyk, G., & Wu, C. (2022) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-022-02029-5 · Cited by 351 · see citing works
Maintenance transformation through Industry 4.0 technologies: A systematic literature review
Silvestri, L., Forcina, A., Introna, V., Santolamazza, A., & Cesarotti, V. (2020) · Computers in Industry · doi:10.1016/j.compind.2020.103335 · Cited by 336 · see citing works
A framework of digital technologies for the circular economy: digital functions and mechanisms
Liu, Q., Trevisan, A. H., Yang, M., & Mascarenhas, J. (2022) · Business Strategy and the Environment · doi:10.1002/bse.3015 · Cited by 324 · see citing works
Essential ingredients for the implementation of Quality 4.0
Sony, M., Antony, J., & Douglas, A. (2020) · The TQM Journal · doi:10.1108/tqm-12-2019-0275 · Cited by 324 · see citing works
Pozzi, R., Rossi, T., & Secchi, R. (2021) · Production Planning & Control · doi:10.1080/09537287.2021.1891481 · Cited by 322 · see citing works
Dutta, G., Kumar, R., Sindhwani, R., & Singh, R. K. (2020) · Competitiveness Review An International Business Journal incorporating Journal of Global Competitiveness · doi:10.1108/cr-03-2019-0031 · Cited by 309 · see citing works
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement LearningPreprint
Zhang, C., Song, W. W., Cao, Z., Zhang, J., Tan, P. S., & Xu, C. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2010.12367 · Cited by 293 · see citing works
The degree of readiness for the implementation of Industry 4.0
Pacchini, A. P. T., Lucato, W. C., Facchini, F., & Mummolo, G. (2019) · Computers in Industry · doi:10.1016/j.compind.2019.103125 · Cited by 283 · see citing works
Exponential Disruptive Technologies and the Required Skills of Industry 4.0
Bongomin, O., Ocen, G. G., Nganyi, E. O., Alex, M., & Omara, T. (2020) · Journal of Engineering · doi:10.1155/2020/4280156 · Cited by 252 · see citing works
Rad, F. F., Oghazi, P., Palmié, M., Chirumalla, K., Pashkevich, N., Patel, P. C., & Sattari, S. (2022) · Industrial Marketing Management · doi:10.1016/j.indmarman.2022.06.009 · Cited by 231 · see citing works
Murtaza, A. A., Saher, A., Zafar, M. H., Moosavi, S. K. R., Aftab, M. F., & Sanfilippo, F. (2024) · Results in Engineering · doi:10.1016/j.rineng.2024.102935 · Cited by 225 · see citing works
Edge computing: current trends, research challenges and future directions
Carvalho, G., Cabral, B., Pereira, V., & Bernardino, J. (2021) · Computing · doi:10.1007/s00607-020-00896-5 · Cited by 223 · see citing works
Enabling flexible manufacturing system (FMS) through the applications of industry 4.0 technologies
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2022) · Internet of Things and Cyber-Physical Systems · doi:10.1016/j.iotcps.2022.05.005 · Cited by 216 · see citing works
Aquilani, B., Piccarozzi, M., Abbate, T., & Codini, A. P. (2020) · Sustainability · doi:10.3390/su12218943 · Cited by 205 · see citing works
Industry 4.0: national and regional comparative advantages in key enabling technologies
Ciffolilli, A., & Muscio, A. (2018) · European Planning Studies · doi:10.1080/09654313.2018.1529145 · Cited by 196 · see citing works
Ding, L. (2021) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-09-2020-1038 · Cited by 195 · see citing works
Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence
Cao, J., Lam, K. Y., Lee, L., Liu, X., Hui, P., & Su, X. J. (2022) · ACM Computing Surveys · doi:10.1145/3557999 · Cited by 192 · see citing works
Khan, M., Haleem, A., & Javaid, M. (2023) · Green Technologies and Sustainability · doi:10.1016/j.grets.2023.100020 · Cited by 186 · see citing works
Proposed managerial competencies for Industry 4.0 – Implications for social sustainability
Shet, S. V., & Pereira, V. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.121080 · Cited by 205 · see citing works
Organizational Agility in Industry 4.0: A Systematic Literature Review
Mrugalska, B., & Ahmed, J. (2021) · Sustainability · doi:10.3390/su13158272 · Cited by 184 · see citing works
Challenges and Benefits of Industry 4.0: an overview
Mamad, M. (2018) · DOAJ (DOAJ: Directory of Open Access Journals) · doi:10.22034/2018.3.7 · Cited by 181 · see citing works
Valamede, L. S., & Akkari, A. C. S. (2020) · International Journal of Mathematical Engineering and Management Sciences · doi:10.33889/ijmems.2020.5.5.066 · Cited by 178 · see citing works
Implementation of Industry 4.0 concept in companies: empirical evidences
da Silva, V. L., Kovaleski, J. L., Pagani, R., Silva, J. D. M., & Corsi, A. (2019) · International Journal of Computer Integrated Manufacturing · doi:10.1080/0951192x.2019.1699258 · Cited by 176 · see citing works
Nagy, M., Lăzăroiu, G., & Valášková, K. (2023) · Applied Sciences · doi:10.3390/app13031681 · Cited by 173 · see citing works
Analysis of Barriers to Industry 4.0 adoption in Manufacturing Organizations: an ISM Approach
Kumar, P., Bhamu, J., & Sangwan, K. S. (2021) · Procedia CIRP · doi:10.1016/j.procir.2021.01.010 · Cited by 171 · see citing works
Saihi, A., Awad, M., & Ben‐Daya, M. (2021) · International Journal of Quality & Reliability Management · doi:10.1108/ijqrm-09-2021-0305 · Cited by 170 · see citing works
Intelligent Automation Systems at the Core of Industry 4.0
Tyagi, A. K., Fernandez, T. F., Mishra, S., & Kumari, S. (2021) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-71187-0_1 · Cited by 169 · see citing works
Jayashree, S., Reza, M. N. H., Malarvizhi, C. A., & Mohiuddin, M. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e07753 · Cited by 168 · see citing works
Adoption paths of digital transformation in manufacturing SME
Battistoni, E., Gitto, S., Murgia, G., & Campisi, D. (2022) · International Journal of Production Economics · doi:10.1016/j.ijpe.2022.108675 · Cited by 166 · see citing works
Spanaki, K., Karafili, E., Sivarajah, U., Despoudi, S., & Irani, Z. (2021) · Production Planning & Control · doi:10.1080/09537287.2021.1882688 · Cited by 164 · see citing works
Hanif, H., Nasir, M. H. N. M., Razak, M. F. A., Firdaus, A., & Anuar, N. B. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2021.103009 · Cited by 163 · see citing works
Engineering education for smart 4.0 technology: a review
Hernández-de-Menéndez, M., Escobar, C. A., & Morales-Menéndez, R. (2020) · International Journal on Interactive Design and Manufacturing (IJIDeM) · doi:10.1007/s12008-020-00672-x · Cited by 160 · see citing works
Patyal, V. S., Sarma, P. R. S., Modgil, S., Nag, T., & Dennehy, D. (2022) · Journal of Enterprise Information Management · doi:10.1108/jeim-05-2021-0197 · Cited by 161 · see citing works
A Modern Approach towards an Industry 4.0 Model: From Driving Technologies to Management
Tsaramirsis, G., Kantaros, A., Al‐Darraji, I., Piromalis, D. D., Apostolopoulos, C., Pavlopoulou, A., Alrammal, M., Ismail, Z., Buhari, S. M., Stojmenović, M., et al. (2022) · Journal of Sensors · doi:10.1155/2022/5023011 · Cited by 157 · see citing works
Ding, B., Hernández, X. F., & Agell, N. (2021) · Production Planning & Control · doi:10.1080/09537287.2021.1934587 · Cited by 148 · see citing works
Kapp, S., Choi, J., & Hong, T. (2022) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2022.113045 · Cited by 148 · see citing works
Wójcicki, K., Biegańska, M., Paliwoda, B., & Górna, J. (2022) · Energies · doi:10.3390/en15051806 · Cited by 147 · see citing works
Victor, V., Thoppan, J. J., Nathan, R. J., & Fekete‐Farkas, M. (2018) · Social Sciences · doi:10.2139/ssrn.3412528 · Cited by 145 · see citing works
Industry 4.0: Clustering of concepts and characteristics
Suleiman, Z., Shaikholla, S., Dikhanbayeva, D., Shehab, E., & Türkyılmaz, A. (2022) · Cogent Engineering · doi:10.1080/23311916.2022.2034264 · Cited by 145 · see citing works
Industry 4.0 collaborative networks for industrial performance
Santos, L. M. A. L. D., da Costa, M. B., Kothe, J. V., Benitez, G. B., Schaefer, J. L., Baierle, I. C., & Nara, E. O. B. (2020) · Journal of Manufacturing Technology Management · doi:10.1108/jmtm-04-2020-0156 · Cited by 137 · see citing works
Hospitality Industry 4.0 and Climate Change
Youssef, A. B., & Zeqiri, A. (2022) · Circular Economy and Sustainability · doi:10.1007/s43615-021-00141-x · Cited by 135 · see citing works
A digital twin hierarchy for metal additive manufacturing
Phua, A., Davies, C. H. J., & Delaney, G. W. (2022) · Computers in Industry · doi:10.1016/j.compind.2022.103667 · Cited by 135 · see citing works
Banică, C.-F., Sover, A., & Anghel, D.-C. (2024) · Applied Sciences · doi:10.3390/app14219919 · Cited by 135 · see citing works
Are We Ready for the Challenge of Banks 4.0? Designing a Roadmap for Banking Systems in Industry 4.0
Mehdiabadi, A., Tabatabeinasab, M., Spulbar, C. M., Yazdi, A. K., & Birău, R. (2020) · International Journal of Financial Studies · doi:10.3390/ijfs8020032 · Cited by 131 · see citing works
Industry 5.0 and sustainable manufacturing: a systematic literature review
Narkhede, G. B., Pasi, B. N., Rajhans, N., & Kulkarni, A. P. (2024) · Benchmarking An International Journal · doi:10.1108/bij-03-2023-0196 · Cited by 131 · see citing works
Maqbool, R., Saiba, M. R., & Ashfaq, S. (2022) · Environmental Science and Pollution Research · doi:10.1007/s11356-022-24764-1 · Cited by 129 · see citing works
Cyber Security and Privacy Issues in Industrial Internet of Things
Jhanjhi, N. Z., Humayun, M., & Almuayqil, S. N. (2021) · Computer Systems Science and Engineering · doi:10.32604/csse.2021.015206 · Cited by 128 · see citing works
Mohan, T. R., Roselyn, J. P., Uthra, R. A., Devaraj, D., & Umachandran, K. (2021) · Computers & Industrial Engineering · doi:10.1016/j.cie.2021.107267 · Cited by 128 · see citing works
Towards ‘Lean Industry 4.0ʹ – Current trends and future perspectives
Ejsmont, K., Gładysz, B., Corti, D., Castaño, F., Mohammed, W. M., & Lastra, J. L. M. (2020) · Cogent Business & Management · doi:10.1080/23311975.2020.1781995 · Cited by 127 · see citing works
Human-machine interface in smart factory: A systematic literature review
Kumar, N., V, & Lee, S. C. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.121284 · Cited by 126 · see citing works
A state-of-the-art review on sensors and signal processing systems in mechanical machining processes
Kuntoğlu, M., Salur, E., Gupta, M., Sarıkaya, M., & Pimenov, D. (2021) · The International Journal of Advanced Manufacturing Technology · doi:10.1007/s00170-021-07425-4 · Cited by 108 · see citing works
Jin, B. E., & Shin, D. C. (2021) · Fashion and Textiles · doi:10.1186/s40691-021-00259-4 · Cited by 121 · see citing works
Construction 4.0 – Digital Transformation of One of the Oldest Industries
Klinc, R., & Turk, Ž. (2019) · Economic and business review · doi:10.15458/ebr.92 · Cited by 120 · see citing works
Schafer, F., da Costa, C. A., Crovato, C. D. P., & Righi, R. D. R. (2020) · Computers & Industrial Engineering · doi:10.1016/j.cie.2020.106426 · Cited by 120 · see citing works
Lean Six Sigma and Industry 4.0 combination: scoping review and perspectives
Tissir, S., Cherrafi, A., Chiarini, A., Elfezazi, S., & Bag, S. (2022) · Total Quality Management & Business Excellence · doi:10.1080/14783363.2022.2043740 · Cited by 119 · see citing works
Testing an adoption model for Industry 4.0 and sustainability: A Malaysian scenario
Jayashree, S., Reza, M. N. H., Malarvizhi, C. A., Gunasekaran, A., & Rauf, M. A. (2022) · Sustainable Production and Consumption · doi:10.1016/j.spc.2022.02.015 · Cited by 116 · see citing works
Digital Twin for Human–Robot Interactions by Means of Industry 4.0 Enabling Technologies
Gallala, A., Kumar, A. A., Hichri, B., & Plapper, P. (2022) · Sensors · doi:10.3390/s22134950 · Cited by 116 · see citing works
Industry 5.0 and the future of sustainable manufacturing: A systematic literature review
Narkhede, G. B., Pasi, B. N., Rajhans, N., & Kulkarni, A. (2023) · Business Strategy & Development · doi:10.1002/bsd2.272 · Cited by 116 · see citing works
Data science skills and domain knowledge requirements in the manufacturing industry: A gap analysis
Li, G., Yuan, C., Kamarthi, S. V., Moghaddam, M., & Jin, X. (2021) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2021.07.007 · Cited by 115 · see citing works
Trends in intelligent manufacturing research: a keyword co-occurrence network based review
Yuan, C., Li, G., Kamarthi, S. V., Jin, X., & Moghaddam, M. (2022) · Journal of Intelligent Manufacturing · doi:10.1007/s10845-021-01885-x · Cited by 109 · see citing works
Akbari, M., Kok, S. K., Hopkins, J., Frederico, G. F., Nguyen, H. M., & Alonso, A. D. (2023) · The International Journal of Logistics Management · doi:10.1108/ijlm-11-2022-0442 · Cited by 109 · see citing works
Machine learning and internet of things in industry 4.0: A review
Rahman, M. S., Ghosh, T., Aurna, N. F., Kaiser, M. S., Anannya, M., & Hosen, A. S. M. S. (2023) · Measurement Sensors · doi:10.1016/j.measen.2023.100822 · Cited by 109 · see citing works
Digital Twin for Human–Robot Collaboration in Manufacturing: Review and Outlook
Ramasubramanian, A. K., Mathew, R., Kelly, M., Hargaden, V., & Papakostas, N. (2022) · Applied Sciences · doi:10.3390/app12104811 · Cited by 108 · see citing works
Developing human resource for the digitization of logistics operations: readiness index framework
Gupta, A., Singh, R. K., & Gupta, S. (2021) · International Journal of Manpower · doi:10.1108/ijm-03-2021-0175 · Cited by 106 · see citing works
Zimmerling, A., & Chen, D. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101541 · Cited by 105 · see citing works
Benotsmane, R., Kovács, G., & Dudás, L. (2019) · Social Sciences · doi:10.3390/socsci8050143 · Cited by 121 · see citing works
The Product Customization Process in Relation to Industry 4.0 and Digitalization
Pech, M., & Vrchota, J. (2022) · Processes · doi:10.3390/pr10030539 · Cited by 104 · see citing works
Behl, A., Singh, R., Pereira, V. E., & Laker, B. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122363 · Cited by 104 · see citing works
Brito, T., Queiroz, J., Piardi, L., Fernandes, L., Lima, J., & Leitão, P. (2020) · Procedia Manufacturing · doi:10.1016/j.promfg.2020.10.003 · Cited by 103 · see citing works
Lean Manufacturing in Industry 4.0: A Smart and Sustainable Manufacturing System
Rahardjo, B., Wang, F., Yeh, R.-H., & Chen, Y. (2023) · Machines · doi:10.3390/machines11010072 · Cited by 101 · see citing works
Implementing industry 4.0 in the manufacturing sector: Circular economy as a societal solution
Upadhyay, A., Balodi, K. C., Naz, F., Nardo, M. D., & Jraisat, L. (2023) · Computers & Industrial Engineering · doi:10.1016/j.cie.2023.109072 · Cited by 100 · see citing works
Development of Augmented Reality Application for Learning Computer Network Device
Hamzah, M. L., Ambiyar, A., Rizal, F., Simatupang, W., Irfan, D., & Refdinal, R. (2021) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v15i12.21993 · Cited by 99 · see citing works
Impact of the industrial revolution 4.0 on higher education in Vietnam: challenges and opportunities
Trí, N. M., Hoang, P. D., & Dung, N. T. (2021) · Linguistics and Culture Review · doi:10.21744/lingcure.v5ns3.1350 · Cited by 99 · see citing works
Significant Applications of Big Data in Industry 4.0
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2021) · Journal of Industrial Integration and Management · doi:10.1142/s2424862221500135 · Cited by 98 · see citing works
Digital Twins in intensive aquaculture — Challenges, opportunities and future prospects
Føre, M., Alver, M. O., Alfredsen, J. A., Rasheed, A., Hukkelås, T., Bjelland, H. V., Su, B., Ohrem, S. J., Kelasidi, E., Norton, T., et al. (2024) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2024.108676 · Cited by 96 · see citing works
Industrial revolution 4.0: implication to libraries and librarians
Hussain, A. (2019) · Library Hi Tech News · doi:10.1108/lhtn-05-2019-0033 · Cited by 95 · see citing works
Making the PI and PID Controller Tuning Inspired by Ziegler and Nichols Precise and Reliable
Huba, M., Chamraz, Š., Bisták, P., & Vrančić, D. (2021) · Sensors · doi:10.3390/s21186157 · Cited by 95 · see citing works
Critical success factors for digital partnering of construction organisations – a Delphi study
Aghimien, D. O., Aigbavboa, C. O., & Oke, A. E. (2020) · Engineering Construction & Architectural Management · doi:10.1108/ecam-11-2019-0602 · Cited by 93 · see citing works
Chiarello, F., Fantoni, G., Hogarth, T., Giordano, V., Baltiņa, L., & Spada, I. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.121177 · Cited by 92 · see citing works
Monteiro, J., & Barata, J. (2021) · Procedia Computer Science · doi:10.1016/j.procs.2021.09.074 · Cited by 92 · see citing works
Ghaithan, A. M., Khan, M. A., Mohammed, A., & Hadidi, L. A. (2021) · Sustainability · doi:10.3390/su132011252 · Cited by 92 · see citing works
3D printing towards implementing Industry 4.0: sustainability aspects, barriers and challenges
Malik, A., Haq, M. I. U., Raina, A., & Gupta, K. (2022) · Industrial Robot the international journal of robotics research and application · doi:10.1108/ir-10-2021-0247 · Cited by 92 · see citing works
Dentistry 4.0 Concept in the Design and Manufacturing of Prosthetic Dental Restorations
Dobrzański, L. A., & Dobrzański, L. B. (2020) · Processes · doi:10.3390/pr8050525 · Cited by 90 · see citing works
- Authors
- Vaidya, S., Ambad, P., & Bhosle, S.
- Corresponding author
- Vaidya, Saurabh
- ORCID
- Bhosle, Santosh
- Venue
- Procedia Manufacturing
- Publisher
- Elsevier BV
- Published
- 2018
- Volume
- 20
- Pages
- 233-238
- ISSN
- 2351-9789 (ISSN-L)
- OpenAlex
- W2791987562
- Cited by
- 1,352
- References
- 34
- Citations by year
- 2026: 69 · 2025: 140 · 2024: 159 · 2023: 188 · 2022: 233 · 2021: 260 · 2020: 188 · 2019: 83 · 2018: 32
- FWCI
- 116.61
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- Procedia Manufacturing (publishedVersion, cc-by-nc-nd)
- Topics
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Social Sciences › Decision Sciences › Management Science and Operations Research › Impact of AI and Big Data on Business and Society
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Flexible and Reconfigurable Manufacturing Systems
- Keywords
- Industry 4.0, digitalization of manufacturing, Internet of Things, Industrial Internet of Things, smart manufacturing, cloud manufacturing, value chain integration, waste reduction, implementation barriers, manufacturing trends
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review