A Study of the Requirements of Thailand's Automotive Parts Industry for the Use of Technology Internet of Things
Keywords:
industry 4.0, Internet of Things, Automotive Parts Industry, AHPAbstract
The automotive industry is one of the main industries in Thailand that has been
continuously promoted by the government since the 2nd National Economic and Social
Development Plan. The commitment to improve competitiveness towards sustainability is of
great importance in keeping with the concept of Industry 4.0 development and future
technological changes. Accordingly, this exploratory research explores the factors that
influence the application of the Internet of Things embedded in the management of
automotive parts manufacturing, which consist of 5 main factors are Connectivity,
Telepresence, Intelligence, Security, and Value, and 15 sub-factors. The case study was the
comparative analysis of the importance of factors using Analytic Hierarchy Process (AHP) for
calculating the weighted importance of Internet of Things factors for the management of
automotive parts manufacturing. The questionnaire was answered by 88 respondents using
Snowball Sampling. The main factor of Telepresence was found to be the most important
and the second factor was Controlling. Next comes the Connectivity factor, the secondary
factor is Compatibility. The third major factor is Value, the second is Convenience. Analysis
results can guide a better decision-making process
References
กระทรวงเทคโนโลยีสารสนเทศและการสื่อสาร. (2559). แผนพัฒนาดิจิทัลเพื่อเศรษฐกิจและสังคม. https://www.mict.go.th
ศูนย์วิจัยกสิกรไทย. (2563). ยอดการผลิตรถยนต์ไทย https://www.efinancethai.com/LastestNews/LatestNewsMain.aspx?release=y&ref=M&id=bWg1MmwzZGtNVUU9
สำนักงานพัฒนาวิทยาศาสตร์และเทคโนโลยีแห่งชาติ. (2560). อุตสาหกรรม 4.0 (Industry 4.0) แนวทางอุตสาหกรรมแห่งอนาคต. https://www.nstda.or.th/home/knowledge_post/industry-4-0
สถาบันยานยนต์. (2563). ฐานข้อมูลผู้ผลิตชิ้นส่วนยานยนต์. https://www.thaiauto.or.th/2012/th/services/ev/partmakerEV-thai.asp
Alaba, F.A., Othman, M., Hashem, I.A.T., Alotaibi, F. (2017). Internet of things security: A survey. Journal of Network and Computer Applications, 88(15), 10-28. https://www.researchgate.net/publication/316736325_Internet_of_Things_Security_A_Survey
Ankit, A., (2019). ASPLOS '19: Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating SystemsApril 2019 Pages 715–731 https://doi.org/10.1145/3297858.3304049
Aponte, L. J., Gómez, G. J., Gómez, B. F., Sánchez, R. M., Alcina, E. J., and Teixido, R. P. (2018). An Efficient Wireless Sensor Network for Industrial Monitoring and Control. Sensors, 18(2), 1-15. https://doi.org/10.3390/s18010182
Atzori, L., Iera, A., and Morabito, G. (2010). The internet of things: A survey. Computer Networks, 54(28), 2787-2805. https://doi.org/10.1016/j.comnet.2010.05.010
Bag, S., and Pretorius, J. H. C. (2020). Relationships between industry 4.0, sustainable manufacturing and circular economy: proposal of a research framework. International Journal of Organizational Analysis, 1-35. https://doi.org/10.1108/IJOA-04-2020-2120
Borgia, E. (2014). The Internet of Things vision: Key features, applications and open issues. Computer Communications, 54, 1-31. https://doi.org/10.1016/j.comcom.2014.09.008
Boyes, H., Hallaq, B., Cunningham, J., and Watson, T. (2018). The industrial internet of things (IIoT): An analysis framework. Computers in Industry, 101, 1-12. https://doi.org/10.1016/j.compind.2018.04.015
Chang, Y., Dong, X., and Sun, W. (2014). Influence of Characteristics of the Internet of Things on Consumer Purchase Intention. Social Behavior and Personality: An International Journal, 42(2), 321-320. https://doi.org/10.2224/sbp.2014.42.2.321
Chau, P. Y. K., and Tam, K. Y. (1997). Factors Affecting the Adoption of Open Systems: An Exploratory Study. MIS Quarterly, 21(1), 1-24. https://doi.org/10.2307/249740
Chen, D., Doumeingts, G., and Veradat, F. (2008). Architecture for enterprise integration and interoperability: past, present and future. Computers in Industry, 59(7), 647-659. https://doi.org/10.1016/j.compind.2007.12.016
Chen, Y. (2017). Integrated and Intelligent Manufacturing: Perspectives and Enablers. Engineering, 3(5), 588-595. https://doi.org/10.1016/J.ENG.2017.04.009
Choi, S.K., Yang, C.H., and Kwak, J. (2018). System hardening and security monitoring for IoT devices to mitigate IoT security vulnerabilities and threats. KSII Transactions on Internet and Information Systems, 12(2), 906-918. DOI:10.3837/tiis.2018.02.022
Dijkmana, R.M., Sprenkelsa, B., Peeters, T., and Janssen, A. (2015). Business models for the internet of things. International Journal of Information Management, 35, 672-678. https://doi.org/10.1016/j.ijinfomgt.2015.07.008
Donovan, P., Leahy, K., Bruton, K., and Sullivan, D. T. J. (2015). An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities. Journal of Big Data, 2(1), 1-26.
https://journalofbigdata.springeropen.com/articles/10.1186/s40537-015-0034-z
Ebrahim, M., Baboll, A., and Rother, E. (2019). The evolution of world class manufacturing toward Industry 4.0: A case study in the automative industry. IFAC Workshop on Intelligent Manufacturing Systems, 52(10), 188-194.
https://doi.org/10.1016/j.ifacol.2019.10.021
Garetti, M., Rosa, P., and Terzi, S. (2012). Life Cycle Simulation for the design of Product–Service Systems. Computers in Industry, 63(4), 361-369. https://doi.org/10.1016/j.compind.2012.02.007
Gilchrist, A. (2016). Industry 4.0: The Industrial Internet of Things. 1st et. Edition, Kindle Edition.
Hagel, J., and Seely Brown, J. (2017). Shaping Strategies for the IoT. Computer, 50(8), 64-68. DOI: 10.1109/MC.2017.3001254
Haseeb, K., Bakar, K.A., Abdullah, A.H., Darwish, T. (2017). Adaptive energy aware cluster-based routing protocol for wireless sensor networks. Wireless Networks, 23(6), 1953-1966. https://link.springer.com/article/10.1007/s11276-016-1269-0
Hoffman, D. L., and Novak, T. P. (2015). Emergent Experience and the Connected Consumer in the Smart Home Assemblage and the Internet of Things. SSRN Electronic Journal, 1-152. DOI:10.2139/ssrn.2648786
Hsu, C.L., Lin, C.C. (2016). An empirical examination of consumer adoption of internet of things services: network externalities and concern for information privacy perspectives. Computer in Human Behavior, 62(1), 516-527.
https://doi.org/10.1016/j.chb.2016.04.023
Jeschke, S., Brecher, C., Meisen, T., Ozdemir, and D., Eschert, T. (2017). Industrial internet of things and cyber manufacturing systems. In: Industrial Internet of Things. Springer, 3-9. https://link.springer.com/chapter/10.1007/978-3-319-42559-7_1
Jina, A., Tierney, M. J., Tamada, J. A., McGill, S., Desai, S., Chua, B., and Christiansen, M. (2014). Design, Development, and Evaluation of a Novel Microneedle Array-based Continuous Glucose Monitor. Journal of Diabetes Science and Technology, 8(3), 483-487. DOI:10.1177/1932296814526191
Katsma, C. P., Moonen, H. M., and Van, H. J. (2011). Supply Chain Systems Maturing Towards the Internet of Things: A framework. Proceeding of 24th Bled eConference eFuture Creating Solutions for the Individual. Organization and Society, 478-494.
http://aisel.aisnet.org/bled2011/34/
Keivanpour, S., and Kadi, D. A. (2019). The Effect of “Internet of Things” on Aircraft Spare Parts Inventory Management. IFAC-PapersOnLine, 52(13), 2343-2347. https://doi.org/10.1016/j.ifacol.2019.11.556
Keyur, K. P., and Sunil, M. P. (2016). Internet of Things-IOT: Definition, Characteristics, Architecture, Enabling Technologies, Application & Future Challenges. International Journal of Engineering Science and Computing, 6(5), 6122-6131. https://www.researchgate.net/publication/330425585_Internet_of_Things-IOT_Definition_Characteristics_Architecture_Enabling_Technologies_Application_Future_Challenges
Kiel, D., Arnold, C., and 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. https://doi.org/10.1016/j.technovation.2017.09.003
Kim, M.K., Lee, N.Y., Park, J.H. (2017). A security generic service interface of internet of things (IoT) platforms. Symmetry, 9(9), 1-14. https://doi.org/10.3390/sym9090171
Kim, S., Kim, S. (2016). A multi-criteria approach toward discovering killer IoT application in Korea. Technological Forecasting and Social Change. 102, 143-155. DOI:10.1016/j.techfore.2015.05.007
Kumari, W.M.P. (2017). Artificial intelligence meet internet of things. International Research
Journal Computer Science, 9(4), 51-55. https://www.irjcs.com/volume-4-issue-09
Lee, I., and Lee, K. (2015). The Internet of Things (IoT): Applications, investments, and challenges for enterprises. Business Horizons, 58(4), 431-440. https://doi.org/10.1016/j.bushor.2015.03.008
Lokshina, I. V., Durkin, B. J., and Lanting, C. J. M. (2017). Data Analysis Services Related to the IoT and Big Data. International Journal of Interdisciplinary Telecommunications and Networking, 9(2), 37- 56. DOI:10.24251/HICSS.2017.533
Manavalan, E., and Jayakrishna, K. (2018). A review of Internet of Things (IoT) embedded Sustainable Supply Chain for Industry 4.0 requirements. Computers & Industrial Engineering, 1-108. DOI:10.1016/j.cie.2018.11.030
Miorandi, D., Sicari, S., De Pellegrini, F., and Chlamtac, I. (2012). Internet of things: Vision, applications and research challenges. Ad Hoc Networks, 10(7), 1497-1516. https://doi.org/10.1016/j.adhoc.2012.02.016
Moayad, A. T., Melhem, W. Y., Anosike, A. I., Garza, R. J. A., Badeem S. P., and Kumar A. (2020). Achieving resilience in the supply chain by applying IoT technology. Procedia CIRP, 91, 752-757. https://doi.org/10.1016/j.procir.2020.02.231
Mourtzis, D., Fotia, S., Boli, N., and Vlachou, E., (2019). Modelling and quantification of industry 4.0 manufacturing complexity based on information theory: a robotics case study. International Journal of Production Research, 57(22), 6908-6921. DOI:10.1080/00207543.2019.1571686
Pang, Z., Chen, Q., Han, W., and Zheng, L. (2012). Value-centric design of the internet-of-things solution for food supply chain: Value creation, sensor portfolio and information fusion. Information Systems Frontiers, 17(2), 289-319. DOI:10.1007/s10796-012-9374-9
Patel, K.K., Patel, S.M. (2016). Internet of things-IOT: definition, characteristics, architecture, enabling technologies. application & future challenges. International Journal of Engineering Science and Computing, 6(5), 6122-6131.
Pater, A., and Van, G. A. (2003). Stimulating Ethical Decision-making in a Business Context: Effects of Ethical and Professional. European Management Journal, 21(6), 762-772. https://doi.org/10.1016/j.emj.2003.09.016
Pham T.M.L., Wen H.L., Chiung W.H., Fang Y.S. (2018). Fuzzy AHP analysis of Internet of Things (IoT) in enterprises. Technological Forecasting & Social Change, 136, 1-13. DOI:10.1016/j.techfore.2018.08.016
Ray, P. P. (2018). A survey on Internet of Things architectures. Journal of King Saud University – Computer and Information Sciences, 30(3), 291-319. https://doi.org/10.1016/j.jksuci.2016.10.003
Raposo, D., Rodrigues, A., Silva, J. S., and Boavida, F. (2017). A Taxonomy of Faults for Wireless
Sensor Networks. Journal of Network and Systems Management, 25(3), 591-611. DOI:10.1007/s10922-017-9403-6
Rezaei, M., Akbarpour Shirazi, M., and Karimi, B. (2017). IoT-based framework for performance measurement. Industrial Management & Data Systems, 117(4), 688-712.
Saaty, T.L. (1980). The analytic hierarchy processes. McGraw-Hill, New York.
Sahay, B. S. and Ranjan, J. 2008, Real time business intelligence in supply chain analytics,
Information Management & Computer Security, 16(1), 28-48. https://doi.org/10.1108/IMDS-08-2016-0331
Tao, F., Cheng, J., and Qi, Q. (2018). IIHub: An Industrial Internet of Things Hub Toward Smart Manufacturing Based on Cyber-Physical System. IEEE Transactions on Industrial Informatics, 14(5), 2271-2280. DOI: 10.1109/TII.2017.2759178
Tavana, M., Hajipour, V., and Oveisi, S. (2020). IoT-based Enterprise Resource Planning: Challenges, Open Issues, Applications, Architecture, and Future Research Directions. Internet of Things, 11, 1-27. https://doi.org/10.1016/j.iot.2020.100262
Talib, A. M., Melhem, W. Y., Anosike, A. I., Garza Reyes, J. A., Nadeem, S. P., and Kumar, A. (2020). Achieving resiliencein the supply chain by applying IoT technology. Procedia CIRP, 91, 752-757. https://doi.org/10.1016/j.procir.2020.02.231
Teece, D. J. (2007). Explicating dynamic capabilities: the nature and micro foundations of (sustainable) enterprise performance. Strategic Management Journal. 28, 1319-1350.
Tharaka, D. V. G., Himanshu, S., and Shah J. M. (2018). Internet of Things for improving Supply Chain Performance: A Qualitative study of Australian retailers. ACIS 2018 Proceedings. 90. https://aisel.aisnet.org/acis2018/90
Uden, L. and He, W. (2017). How the Internet of Things can help knowledge management: a case study from the automotive domain. Journal of Knowledge Management, 21(1), 57-70. https://doi.org/10.1108/JKM-07-2015-0291
Vermesan, O., and Friess, P. (2013). Internet of Things: Converging Technologies for SmartEnvironments and Integrated Ecosystems. River Publishers Series in Communications, pp. 153-204. https://www.researchgate.net/publication/272943881_Internet_of_Things_-_Converging_Technologies_for_Smart_Environments_and_Integrated_Ecosystems
Wang, S., Wan, J., Li, D., Zhang, C. (2016). Implementing smart factory of Industrie 4.0: an outlook. International Journal of Distributed Sensor Networks, 12(1), 1-10. https://doi.org/10.1155/2016/3159805
Wang, Y.H., Hsieh, C.C., (2018). Explore technology innovation and intelligence for IoT (Internet of Things) based eyewear technology. Technological Forecasting and Social Change, 127, 281-290. https://doi.org/10.1016/j.techfore.2017.10.001
Weber, R.H. (2010). Internet of things-new security and privacy challenges. Computer Law & Security Review, 26(1), 23-30. https://doi.org/10.1016/j.clsr.2009.11.008
Weinberg, B. D., Milne, G. R., Andonova, Y. G., Hajjat, F. M. (2015). Internet of Things: Convenience vs. privacy and secrecy. Business Horizons, 58(6), 615-624. https://doi.org/10.1016/j.bushor.2015.06.005
Whitmore, A., Agarwal, A., and Da, X. L. (2014). The Internet of Things-A survey of topics and trends. Information Systems Frontiers, 17(2), 261-274. DOI:10.1007/s10796-014-9489-2
Wu, J., Chen, J., Dou, W. (2016). The Internet of Things and interaction style: the effect of smart interaction on brand attachment. Journal of Marketing Management, 33(1), 61-75. DOI:10.1080/0267257X.2016.1233132
Wu, W., Cheung C., Lo, S. Y., Zhoug, R. Y., and Huang, G. Q. (2020). An IoT-enabled Real-time Logistics System for A Third Party Company: A Case Study. Procedia Manufacturing, 49, 16-23. https://doi.org/10.1016/j.promfg.2020.06.005
Yan, Z., Zhang, P., and Vasilakos, A. V. (2014). A survey on trust management for Internet of Things. Journal of Network and Computer Applications, 42, 120-134. https://doi.org/10.1016/j.jnca.2014.01.014
Yamane, Taro. (1967). Statistics: An Introductory Analysis, 2nd Edition, New York: Harper and Row.
Yang, L., Yang, S.H., Plotnick, L. (2013). How the internet of things technology enhances emergency response operations. Technological Forecasting and Social Change. 80(9), 1854-1867. https://doi.org/10.1016/j.techfore.2012.07.011
Yoo S. E., and Kim T. (2020). Industrial Wireless Sensor Networks: Protocols and Applications. Sensors, 20(20),5809. https://doi.org/10.3390/s20205809
Zhang, X. and Ming X. (2020). An implementation for Smart Manufacturing Information System (SMIS) from an industrial practice survey. Computers & Industrial Engineering,151, 1-31. https://doi.org/10.1016/j.cie.2020.106938
Zhong, R. Y., Lan, S., Xu, C., Dai, Q., and Huang, G. Q. (2015). Visualization of RFID-enabled
shopfloor logistics Big Data in Cloud Manufacturing. The International Journal of Advanced Manufacturing Technology, 84(1), 5-16. DOI:10.1007/s00170-015-7702-1
Zhuming, B., Li D. X., and Chengen, W. (2014). Internet of Things for Enterprise Systems of Modern Manufacturing. IEEE Transactions on Industrial Informatics, 10(2), 1537-1546. DOI: 10.1109/TII.2014.2300338
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Business Administration and Management Journal Review
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
บทความที่ได้รับการตีพิมพ์เป็นลิขสิทธิ์ของวารสารธุรกิจปริทัศน์
ข้อความที่ปรากฏในบทความแต่ละเรื่องในวารสารวิชาการเล่มนี้เป็นความคิดเห็นส่วนตัวของผู้เขียนแต่ละท่านไม่เกี่ยวข้องกับมหาวิทยาลัยหัวเฉียวเฉลิมพระเกียรติ และคณาจารย์ท่านอื่น ๆ ในมหาวิทยาลัยฯ แต่อย่างใด ความรับผิดชอบองค์ประกอบทั้งหมดของบทความแต่ละเรื่องเป็นของผู้เขียนแต่ละท่าน หากมีความผิดพลาดใดๆ ผู้เขียนแต่ละท่านจะรับผิดชอบบทความของตนเองแต่ผู้เดียว