Exploring contributions of drones towards Industry 4.0
Tóm tắt
Unmanned aerial vehicles are commonly known as UAVs and drones. Nowadays, industries have begun to realise the operational and economic benefits of drone-enabled tasks. The Internet of Things (IoT), Big Data, drones, etc., represent implementable advanced technologies intended to accomplish Industry 4.0. The purpose of this study is to discuss the significant contributions of drones for Industry 4.0.
Nowadays, drones are used for inspections, mapping and surveying in difficult or hazardous locations. For writing this paper, relevant research papers on drone for Industry 4.0 are identified from various research platforms such as Scopus, Google Scholar, ResearchGate and ScienceDirect. Given the enormous extent of the topic, this work analyses many papers, reports and news stories in an attempt to comprehend and clarify Industry 4.0.
Drones are being implemented in manufacturing, entertainment industries (cinematography, etc.) and machinery across the world. Thermal-imaging devices attached to drones can detect variable heat levels emanating from a facility, trigger the sprinkler system and inform emergency authorities. Due partly to their utility and adaptability in industrial areas such as energy, transportation, engineering and more, autonomous drones significantly impact Industry 4.0. This paper discusses drones and their types. Several technological advances and primary extents of drones for Industry 4.0 are diagrammatically elaborated. Further, the authors identified and discussed 19 major applications of drones for Industry 4.0.
This paper’s originality lies in its discussion and exploration of the capabilities of drones for Industry 4.0, especially in manufacturing organisations. In addition to improving efficiency and site productivity, drones can easily undertake routine inspections and check streamlines operations and maintenance procedures. This work contributes to creating a common foundation for comprehending Industry 4.0 outcomes from many disciplinary viewpoints, allowing for more research and development for industrial innovation and technological progress.
Từ khóa
Tài liệu tham khảo
2018, Deploying fog computing in industrial internet of things and industry 4.0, IEEE Transactions on Industrial Informatics, 14, 4674, 10.1109/TII.2018.2855198
2021, The internet of drones: requirements, taxonomy, recent advances and challenges of research trends, Sensors, 21, 5718, 10.3390/s21175718
2020, Implementation of UAV for environment monitoring of a smart city with an airspace regulation by AIXM-format data streaming, Industry 4.0, 5, 90
2019, Blockchain applications for industry 4.0 and industrial IoT: a review, IEEE Access, 7, 176935, 10.1109/ACCESS.2019.2956748
2020, Energy-efficiency clustering and data collection for wireless sensor networks in industry 4.0, Journal of Ambient Intelligence and Humanized Computing, 1
2021, Automation and manufacturing of smart materials in additive manufacturing technologies using internet of things towards the adoption of industry 4.0, Materials Today: Proceedings, 45, 5081
2020, Quality infrastructure of India and its importance for inclusive national growth, MAPAN, 35, 139, 10.1007/s12647-020-00376-3
2021, Multifaceted applicability of drones: a review, Technological Forecasting and Social Change, 167, 120677, 10.1016/j.techfore.2021.120677
2021, Developing a policy framework for adoption and management of drones for agriculture in Africa, Technology Analysis & Strategic Management, 33, 970, 10.1080/09537325.2020.1858047
2021, Symbiotic relationship between machine learning and industry 4.0: a review, Journal of Industrial Integration and Management, 2130002, 10.1142/S2424862221300027
2020, Industry 4.0 technologies assessment: a sustainability perspective, International Journal of Production Economics, 229, 107776, 10.1016/j.ijpe.2020.107776
2020, A value chain analysis of a seaport from the perspective of industry 4.0, International Journal of Shipping and Transport Logistics, 12, 367, 10.1504/IJSTL.2020.108405
2018, The role of drones in linking industry 4.0 and ITS ecosystems, 191
2019, Generation of corporate intelligence in industry 4.0, through the combination of professional drones and artificial intelligence. Case study applied to a coal recovery boiler, Brazilian Journal of Technology, 2, 946
2017, A review on the readiness level and cyber-security challenges in industry 4.0, 1
2020, Industry 4.0: challenges, opportunities and strategic solutions for Bangladesh, International Journal of Business and Management Future, 4, 41, 10.46281/ijbmf.v4i2.832
2020, Enabling technologies, application areas and impact of industry 4.0: a bibliographic analysis, Procedia Manufacturing, 42, 322, 10.1016/j.promfg.2020.02.086
2020, A dual-stack communication system for the internet of drones, 71
2020, Sustainable and dynamic competitiveness towards technological leadership of industry 4.0: implications for East African community, Journal of Engineering, 2020
2020, Exponential disruptive technologies and the required skills of industry 4.0, Journal of Engineering, 2020
2020, Industry 4.0 disruption and its neologisms in major industrial sectors: a state of the art, Journal of Engineering, 2020
2018, Industry 4.0 and sustainability implications: a scenario-based analysis of the impacts and challenges, Sustainability, 10, 3740, 10.3390/su10103740
2015, From automated home to sustainable, healthy and manufacturing home: a new story enabled by the internet-of-things and industry 4.0, Journal of Management Analytics, 2, 314, 10.1080/23270012.2015.1115379
2017, Collaborative networks as a core enabler of industry 4.0, 3
2021, Exploiting 5G and blockchain for medical applications of drones, IEEE Network, 35, 30, 10.1109/MNET.011.2000144
2020, A review on additive manufactured sensors, MAPAN, 1
2020, Cognitive decision-making algorithms, internet of things smart devices and sustainable organisational performance in industry 4.0-based manufacturing systems, Journal of Self-Governance and Management Economics, 8, 9, 10.22381/JSME8420201
2020, Creativity-focused technology education in the age of industry 4.0, Creativity Research Journal, 32, 184, 10.1080/10400419.2020.1751546
2018, Controlling drones from 5G networks, 120
2019, The effects of artificial intelligence, robotics and industry 4.0 technologies. Insights from the healthcare sector, 88
2018, Industry 4.0 as an enabler of proximity for construction supply chains: a systematic literature review, Computers in Industry, 99, 205, 10.1016/j.compind.2018.03.039
2020, Cyber-physical production networks, artificial intelligence-based decision-making algorithms and big data-driven innovation in industry 4.0-based manufacturing systems, Economics, Management and Financial Markets, 15, 16, 10.22381/EMFM15320202
2020, Industry 4.0 in the port and maritime industry: a literature review, Journal of Industrial Information Integration, 20, 100173, 10.1016/j.jii.2020.100173
2018, Industry 4.0: new industrial spaces and implications for industrial strategy, What we Really Mean When we Talk about Industrial Strategy, 46
2021, Lifeguards in the sky: examining the public acceptance of beach-rescue drones, Technology in Society, 64, 101502, 10.1016/j.techsoc.2020.101502
2019, Semantic representation of cloud manufacturing services and processes for industry 4.0, 817
2021, Application of agricultural drones and IoT to understand food supply chain during post COVID‐19, Agricultural Informatics: Automation Using the IoT and Machine Learning, 67
2020, Industry 4.0: the oil and gas sector security and personal data protection, International Journal of Engineering and Manufacturing, 10, 1, 10.5815/ijem.2020.02.01
2018, A UAV and blockchain-based system for industry 4.0 inventory and traceability applications, Proceedings, 4, 26
2019, Towards an autonomous industry 4.0 warehouse: a UAV and blockchain-based system for inventory and traceability applications in big data-driven supply chain management, Sensors, 19, 2394, 10.3390/s19102394
2015, Industry 4.0 challenges and solutions for the digital transformation and use of exponential technologies, Finance, Audit Tax Consulting Corporate, 1
2021, On the dominant factors of civilian-use drones: a thorough study and analysis of cross-group opinions using a triple helix model (THM) with the analytic hierarchy process (AHP), Drones, 5, 46, 10.3390/drones5020046
2021, Factors affecting unmanned aerial vehicles’ safety: a post-occurrence exploratory data analysis of drones’ accidents and incidents in Australia, Safety Science, 139, 105273, 10.1016/j.ssci.2021.105273
2019, Concepts and mechatronics and cyber-mixmechatronics constructions, integrated in COBOT type technology platform for intelligent industry (4.0), 281
2020, Robotics and industry 4.0, A Roadmap to Industry 4.0: Smart Production, Sharp Business and Sustainable Development, 157
2020, The role and impact of industry 4.0 on business models, Sustainable Logistics and Production in Industry 4.0, 31, 10.1007/978-3-030-33369-0_3
2021, Machine learning and software defined network to secure communications in a swarm of drones, Journal of Information Security and Applications, 61, 102940, 10.1016/j.jisa.2021.102940
2021, Deep learning and blockchain with edge computing for 5G-enabled drone identification and flight mode detection, IEEE Network, 35, 94, 10.1109/MNET.011.2000204
2019, Data collection inside industrial facilities with autonomous drones, Simulation for Industry 4.0, 141, 10.1007/978-3-030-04137-3_9
2021, Introduction of a 5G-enabled architecture for the realisation of industry 4.0 use cases, IEEE Access, 9, 25508, 10.1109/ACCESS.2021.3057675
2020, Industry 4.0: a supply chain innovation perspective, International Journal of Production Research, 58, 1425, 10.1080/00207543.2019.1641642
2019, Additive manufacturing applications in industry 4.0: a review, Journal of Industrial Integration and Management, 4, 1930001, 10.1142/S2424862219300011
2017, Industry 4.0 and the current status as well as future prospects on logistics, Computers in Industry, 89, 23, 10.1016/j.compind.2017.04.002
2019, Digital supply chain, smart operations and industry 4.0, Global Supply Chain and Operations Management, 481, 10.1007/978-3-319-94313-8_16
2019, Industry 4.0 applications in medical field: a brief review, Current Medicine Research and Practice, 9, 102, 10.1016/j.cmrp.2019.04.001
2020, Critical components of industry 5.0 towards a successful adoption in the field of manufacturing, Journal of Industrial Integration and Management, 5, 327, 10.1142/S2424862220500141
2021, Significance of sensors for industry 4.0: roles, capabilities and applications, Sensors International, 2, 100110, 10.1016/j.sintl.2021.100110
2018, Blockchain-based protocol for economical communication in industry 4.0, 41
2017, A cyber-physical system based mass-customisation approach with integration of industry 4.0 and smart city, Wireless Communications and Mobile Computing, 2017
2021, Role of internet of things (IoT) in adoption of industry 4.0, Journal of Industrial Integration and Management, 2150006, 10.1142/S2424862221500068
2019, Technology acceptance of industry 4.0 applying UTAUT2: focusing on AR and drone services, Journal of Information Technology Applications and Management, 26, 29
2021, A change of perceived innovativeness for contactless food delivery services using drones after the outbreak of COVID-19, International Journal of Hospitality Management, 93, 102758, 10.1016/j.ijhm.2020.102758
2020, Networked, smart and responsive devices in industry 4.0 manufacturing systems, Economics, Management and Financial Markets, 15, 23, 10.22381/EMFM15320203
2018, On how internet of drones is going to revolutionise the technology application and business paradigms, 405
2019, Noninvasive temperature measuring and early fault detecting system for manufacturing industry, MAPAN, 34, 541, 10.1007/s12647-019-00325-9
2018, Cost-efficient deployment of fog computing systems at logistics centers in industry 4.0, IEEE Transactions on Industrial Informatics, 14, 4603, 10.1109/TII.2018.2827920
2020, A paradigm of safety management in industry 4.0, Systems Research and Behavioral Science, 37, 632, 10.1002/sres.2706
2020, From industry 4.0 to agriculture 4.0: current status, enabling technologies and research challenges, IEEE Transactions on Industrial Informatics, 17, 4322
2019, Reliable and deterministic mobile communications for industry 4.0: key challenges and solutions for the integration of the 3GPP 5G system with IEEE, 1
2020, ISOF: information scheduling and optimisation framework for improving the performance of agriculture systems aided by industry 4.0, IEEE Internet of Things Journal, 8, 3120
2019, Industry 4.0 for the construction industry – how ready is the industry?, Applied Sciences, 9, 2819, 10.3390/app9142819
2019, Industry 4.0 for the construction industry: review of management perspective, Economies, 7, 68, 10.3390/economies7030068
2021, A battle of drones: utilising legitimacy strategies for the transfer and diffusion of dual-use technologies, Technological Forecasting and Social Change, 166, 120539, 10.1016/j.techfore.2020.120539
2019, Ecosystems of industry 4.0: combining technology and human power, 115
2021, Artificial intelligence in the industry 4.0 and its impact on poverty, innovation, infrastructure development and the sustainable development goals: lessons from emerging economies?, Sustainability, 13, 5788, 10.3390/su13115788
2021, Evaluation of drones for inspection and control in industry 4.0, Technological and Industrial Applications Associated with Intelligent Logistics, 579, 10.1007/978-3-030-68655-0_29
2020, Modern transformation of the production base in the conditions of industry 4.0: problems and prospects, Journal of Physics: Conference Series, 1515, 32014
2017, The fourth industrial revolution (industry 4.0): a social innovation perspective, Technology Innovation Management Review, 7, 12, 10.22215/timreview/1117
2016, Industry 4.0 as a cyber-physical system study, Software & Systems Modeling, 15, 17, 10.1007/s10270-015-0493-x
2021, Development of social cost and benefit analysis (SCBA) in the maqāṣid shariah framework: narratives on the use of drones for Takaful operators, Journal of Risk and Financial Management, 14, 387, 10.3390/jrfm14080387
2019, Digitisation in wood supply – a review on how industry 4.0 will change the Forest value chain, Computers and Electronics in Agriculture, 162, 206, 10.1016/j.compag.2019.04.002
2019, Intelligent enterprise with industry 4.0 for mining industry, International Symposium on Mine Planning & Equipment Selection, 213
2021, SoK: security and privacy in the age of commercial drones, 73
2020, Using ICT indicators to measure readiness of countries to implement industry 4.0 and the SDGs, Environmental Economics and Policy Studies, 22, 315, 10.1007/s10018-019-00259-1
2020, Intelligent maintenance practices within Norwegian continental shelf toward industry 4.0 vision: an overview, Engineering Assets and Public Infrastructures in the Age of Digitalization, 636
2016, Understanding the implications of digitisation and automation in the context of industry 4.0: a triangulation approach and elements of a research agenda for the construction industry, Computers in Industry, 83, 121, 10.1016/j.compind.2016.09.006
2020, Impact of industry 4.0 on environmental sustainability, Sustainability, 12, 4674, 10.3390/su12114674
2020, Industry 4.0: opportunities and challenges for operations management, Manufacturing & Service Operations Management, 22, 113, 10.1287/msom.2019.0796
2020, Classification of small-and medium-sized enterprises based on the level of industry 4.0 implementation, Applied Sciences, 10, 5150, 10.3390/app10155150
2021, Managing price and fleet size for courier service with shared drones, Omega, 104, 102482, 10.1016/j.omega.2021.102482
2019, Supply chain 4.0: autonomous vehicles and equipment to meet demand, Int. J. Sup. Chain. Mgt, 8, 33
2020, Product decision-making information systems, real-time big data analytics and deep learning-enabled smart process planning in sustainable industry 4.0, Journal of Self-Governance and Management Economics, 8, 16, 10.22381/JSME8320202
2020, Transformation strategies for the supply chain: the impact of industry 4.0 and digital transformation, Supply Chain Forum: An International Journal, 21, 26, 10.1080/16258312.2020.1716633
2020, Using drones for parcels delivery process, Procedia Manufacturing, 42, 488, 10.1016/j.promfg.2020.02.043
2021, Drones in emergency medical services: a systematic literature review with bibliometric analysis, International Journal of Innovation and Technology Management, 18, 2097001, 10.1142/S0219877020970019
2020, Evolution of measurement system and SI units in India, MAPAN, 1
2018, Impact of 5G technologies on industry 4.0, Wireless Personal Communications, 100, 145, 10.1007/s11277-018-5615-7
2019, Testbed for warehouse automation experiments using mobile AGVs and drones, 919
2021, Unmanned aerial vehicles/drones in vehicle routing problems: a literature review, International Transactions in Operational Research, 28, 1626, 10.1111/itor.12783
2019, Industry 4.0: methodologies, tools and applications, 1
2020, Is industry 4.0 a good fit for high-performance work systems? Trade unions and workplace change in the Southern Ontario automotive assembly sector, Relations Industrielles, 75, 751
2021, On the application of drones: a progress report in mining operations, International Journal of Mining, Reclamation and Environment, 35, 235, 10.1080/17480930.2020.1804653
2019, Corporate social responsibility challenges and risks of industry 4.0 technologies: a review, 1
2019, Sustainable development challenges and risks of industry 4.0: a literature review, 1
2020, Sustainable development in industry 4.0, A Roadmap to Industry 4.0: Smart Production, Sharp Business and Sustainable Development, 39
2018, Industry 4.0 and service companies: the case of the french postal service, 436
2018, An overview to industry 4.0, International Journal of Information, Business and Management, 10, 50
2019, Industry 4.0 and autonomous transportation: the impacts on supply chain management, International Journal of Transportation Systems, 4
2020, Impact of industry 4.0 on agricultural industry, Industry 4.0, 5, 164
2020, Internet of things (IoT) applications to fight against COVID-19 pandemic, Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 14, 521, 10.1016/j.dsx.2020.04.041
2017, On the way from industry 4.0 to industry 5.0: from digital manufacturing to digital society, Industry 4.0, 2, 307
2021, The conceptualisation of an unmanned aerial system (UAS) ship–shore delivery service for the Maritime industry of Trinidad, Drones, 5, 76, 10.3390/drones5030076
2021, Artificial intelligence and food security: swarm intelligence of AgriTech drones for smart AgriFood operations, Production Planning & Control, 1
2018, Toward shipbuilding 4.0-an industry 4.0 changing the face of the shipbuilding industry, Brodogradnja, 69, 111, 10.21278/brod69307
2021, The application of drones for mosquito larval habitat identification in rural environments: a practical approach for malaria control?, Malaria Journal, 20, 1
2020, Digitalised drones in the steel industry: the social shaping of technology, Relations Industrielles, 75, 730
2017, What does industry 4.0 mean to supply chain?, Procedia Manufacturing, 13, 1175, 10.1016/j.promfg.2017.09.191
2019, Identifying key performance indicators to be used in logistics 4.0 and industry 4.0 for the needs of sustainable municipal logistics by means of the DEMATEL method, Transportation Research Procedia, 39, 534, 10.1016/j.trpro.2019.06.055
2017, A review of essential standards and patent landscapes for the internet of things: a key enabler for, Advanced Engineering Informatics, 33, 208, 10.1016/j.aei.2016.11.007
2019, Marketing innovations in industry 4.0 and their impacts on current enterprises, Applied Sciences, 9, 3685, 10.3390/app9183685
2018, The impact of marketing innovation on the competitiveness of enterprises in the context of industry 4.0, Journal of Competitiveness, 10, 132, 10.7441/joc.2018.02.09
2021, Challenges in sensors technology for industry 4.0 for futuristic metrological applications, MAPAN, 1
2020, UAV flight instructional design for industry 4.0 based on the framework of educational mechatronics, 2313
2020, Review on industrial mathematics and materials at industry 1.0 to industry 4.0, Materials Today: Proceedings, 33, 3956
2021, Ethical considerations associated with ‘humanitarian drones’: a scoping literature review, Science and Engineering Ethics, 27, 1
2020, A systematic review of digital technology adoption in off-site construction: current status and future direction towards industry 4.0, Buildings, 10, 204, 10.3390/buildings10110204
2018, Opportunities for industry 4.0 to support remanufacturing, Applied Sciences, 8, 1177, 10.3390/app8071177
2020, Logistics centers in the new industrial era: a proposed framework for logistics center 4.0, Transportation Research Part E: Logistics and Transportation Review, 135, 101864, 10.1016/j.tre.2020.101864
2018, Digital inventory powered by drones and robots, Journal of Supply Chain Management, Logistics and Procurement, 1, 41, 10.69554/HFLC4802
2019, Trade facilitation for the products of the industry 4.0: the case of customs classification of drone, Journal of Korea Trade, 23, 110, 10.35611/jkt.2019.23.8.110
2020, Quality managers and their future technological expectations related to industry 4.0, Total Quality Management & Business Excellence, 31, 717
2021, An efficient three-factor remote user authentication protocol based on BPV-FourQ for internet of drones, Peer-to-Peer Networking and Applications, 1