Modeling Of The Building Blocks Of Block Chain In The Field Internet Of Energy (IOE): A Systematic Review With A Text Mining Approach
Subject Areas : Technology Transfer and Commercialization of Researches
syed vahab shafayi
1
,
Elham Fazeli veisari
2
,
Mohammad Javad Taghipourian
3
1 - Doctoral student of Technology Management - Management of Technology Transfer and Intellectual Property, Department of Management, Roudhen Branch, Islamic Azad University, Roudhen, Iran.
2 - Assistant Professor of Business Entrepreneurship, Department of Management and accounting, Tonekabon branch, Islamic Azad University, Tonekabon, Iran
3 - Associate Professor of Business Administration, Department of Management, Chalous Branch, Islamic Azad University, Chalous, Iran.
Keywords: Block Chain, Internet of Energy (IOE), Technology, Renewable Energy, Text Mining Approach.,
Abstract :
The application of blockchain in recent years is a revolutionary technology in the field of databases and networks and has different applications. Considering the crisis of energy consumption, the desire to use renewable energy, global warming issues, and the movement toward sustainability in production and development, the concept of the Internet of Energy is one of the most important issues in the world. For the past years, there has been speculation about blockchain technology's ability to make the energy sector more efficient. The energy sector is a completely transactional and complex system that has several sources, suppliers, distributors, and intermediaries; therefore, identifying the dimensions and elements of blockchain in the field of the Internet of Energy is the main goal of this research. In terms of practical purpose, this study examines comprehensive systematic literature on 2,215 articles in the period from 2013 to 2024, using bibliographic analysis tools and a text mining approach, using RapidMiner 9.10 and Excel 2016 software. Then, it clusters the elements and dimensions of blockchain in the field of the Internet of Energy. The findings were as follows: 124 records were examined, and five main clusters were identified through text mining: building trust and providing smart virtual infrastructure; systematic productivity for clean energy distribution; safe optimization in energy consumption and conversion; modern management and maturity in technological structure; and energy self-evaluation. The insights that this model provides about the macro energy management of a country can help in planning energy strategies for production, including conversion, transmission, distribution, and energy consumption.
1- جبارپور، محمدرضا، صغیری، علیمحمد، طراحی و پیادهسازی پلتفرم بومی مبادله انرژی همتا به همتای مبتنی بر بلاکچین. روشهای هوشمند در صنعت برق، 14(56)، 169-194، 1402.
2- آلیاسین، سیدهسما، پورزمانی، زهرا، توسعه مدل پذیرش فناوری بلاکچین در بستر مفاهیم حسابداری مدیریت. اقتصاد مالی (اقتصاد مالی و توسعه)، 16(4 (پیاپی 61))، 69-102، 1401.
3- هاشمی، مسعود، صفدریرنجبر، مصطفی، نوربخش، عسگر، شناسایی پنجرههای فرصت فناوری بلاکچین در صنعت بانکداری ایران. سیاستنامه علم و فناوری، 11(2 (پیاپی 35))، 35-53، 1400.
4- بهشتینژاد، منصوره، طراحی چارچوب پذیرش بلاکچین: مطالعهای موردی، پایاننامه ارشد، دانشگاه یزد، دانشکده اقتصاد، مدیریت و حسابداری، 1399.
5- حبیبی، آرش، احمدیفر، آرش، ارائه الگوی پیادهسازی اینترنت انرژی در سازمانهای دولتی کشور با رویکرد استراتژیک و نگاشت علی، مدیریت اطلاعات و دانششناسی. 6 (4)، 11-24، 1398.
6- Nakamoto, S. Bitcoin: A Peer-to-Peer electronic cash system. Available online: https://bitcoin.org/bitcoin.pdf accessed on 26 December 2018.
7- Teufel, B.; Sentic, A.; Barmet, M. Blockchain energy: Blockchain in future energy systems. J. Electron. Sci. Technol, 17, 100011, 2019.
8- Tucker, C. Blockchain: The Insights You Need from Harvard Business Review; HBR Insights Series; Harvard Business Press: Boston, MA, USA, 2019.
9- Cong, L.W.; He, Z. Blockchain Disruption and Smart Contracts. Rev. Financ. Stud, 32, 1754–1797, 2019.
10- Miglani, A., Kumar, N., Chamola, V., & Zeadally, S, Blockchain for Internet of Energy management: Review, solutions, and challenges, Computer Communications, 151, 395-418, 2020.
11- Lu, X., Shi, L., Chen, Z., Fan, X., Guan, Z., Du, X., & Guizani, M, Blockchain-based distributed energy trading in energy Internet: An SDN approach. IEEE access, 7, 173817-173826, 2019.
12- Christidis, K., & Devetsikiotis, M, Blockchains and smart contracts for the internet of things. Ieee Access, 4, 2292-2303, 2016.
13- Heister, S., & Yuthas, K, The blockchain and how it can influence conceptions of the self. Technology in Society, 60, 101218, 2000.
14- Atlam, H. F., & Wills, G. B., Technical aspects of blockchain and IoT. In Advances in Computers (Vol. 115, pp. 1-39), Elsevier, 2019.
15- Casino, F., Dasaklis, T. K., & Patsakis, C., A systematic literature review of blockchain-based applications: current status, classification and open issues. Telematics and Informatics, 36, 55-81, 2019.
16- Farah, M. B., Ahmed, Y., Mahmoud, H., Shah, S. A., Al-kadri, M. O., Taramonli, S. & Aneiba, A., A survey on blockchain technology in the maritime industry: Challenges and future perspectives. Future Generation Computer Systems, 2024.
17- Hasan, K. M. B., Sajid, M., Lapina, M. A., Shahid, M., & Kotecha, K., Blockchain technology meets 6 G wireless networks: A systematic survey. Alexandria Engineering Journal, 92, 199-220, 2024.
18- Bennet, D., Maria, L., Sanjaya, Y. P. A., & Zahra, A. R. A., Blockchain technology: Revolutionizing transactions in the digital age. ADI Journal on Recent Innovation, 5(2), 192-199, 2024.
19- Hannan, M. A., Faisal, M., Ker, P. J., Mun, L. H., Parvin, K., Mahlia, T. M. I., & Blaabjerg, F., A review of internet of energy based building energy management systems: Issues and recommendations. IEEE Access, 6, 38997-39014, 2018.
20- Lin, C. C., Deng, D. J., Kuo, C. C., & Liang, Y. L., Optimal charging control of energy storage and electric vehicle of an individual in the internet of energy with energy trading. IEEE Transactions on Industrial Informatics, 14(6), 2570-2578, 2018.
21- Sani, A. S., Yuan, D., Jin, J., GAO, L., Yu, S., & Dong, Z. Y., Cyber security framework for Internet of Things-based Energy Internet. Future Generation Computer Systems, 93, 849-859, 2019.
22- Town, G. E., Mahmud, K., Morsalin, S., & Hossain, M. J., Integration of electric vehicles and management in the internet of energy. Renewable and Sustainable Energy Reviews, 82, 4179-4203, 2018.
23- Mohamed, M., Ayman, S., & Sleem, A., Valuation of Internet of Energy (IoE) Platforms in Smart Cities: A Hybrid Multi-Criteria Decision Making Approach. Plithogenic Logic and Computation, 1, 96-107, 2024.
24- Babar, A. Z., & Akan, Ö. B., Sustainable and Precision Agriculture with the Internet of Everything (IoE). ArXiv preprint arXiv: 2404.06341, 2024.
25- Juszczyk, O., & Shahzad, K., Blockchain technology for renewable energy: principles, applications and prospects. Energies, 15(13), 4603, 2022.
26- Miglani, A., Kumar, N., Chamola, V., & Zeadally, S., Blockchain for Internet of Energy management: Review, solutions, and challenges. Computer Communications, 151, 395-418, 2020.
27- Guan, Z., Lu, X., Wang, N., Wu, J., Du, X., & Guizani, M., towards secure and efficient energy trading in IIoT-enabled energy internet: A blockchain approach. Future Generation Computer Systems, 110, 686-695, 2020.
28- Schallmo, D. R., Lang, K., Hasler, D., Ehmig-Klassen, K., & Williams, C. A., An approach for a digital maturity model for SMEs based on their requirements. In Digitalization: Approaches, Case Studies, and Tools for Strategy, Transformation and Implementation (pp. 87-101). Cham: Springer International Publishing, 2021.
29- Kumari, S., Vani, V., Malik, S., Tyagi, A. K., & Reddy, S., Analysis of text mining tools in disease prediction. In Hybrid Intelligent Systems: 20th International Conference on Hybrid Intelligent Systems (HIS 2020), December 14-16, 2020 (pp. 546-564). Springer International Publishing, 2021.
30- Mahgoub, H., Rösner, D., Ismail, N., & Torkey, F., A text mining technique using association rules extraction. International Journal of Computer and Information Engineering, 2(6), 2044-2051, 2008.
31- Akilan, A., Text mining: Challenges and future directions. In 2015 2nd International Conference on Electronics and Communication Systems (ICECS) (pp. 1679-1684). IEEE, 2015.
32- Wedajo, A. D., Khan, S. T., Bhat, M. A., & Zahran Al Balushi, Y. M., Mapping the landscape of female entrepreneurship in Africa: trends, networks and hot topic through text mining techniques. Management & Sustainability: An Arab Review, 2023.
33- Kling, N., Kling, C., Nitsche, A. M., Reuther, K., & Johnston, J. B., Beyond CTRL F (Ind): Exploring Insights Hidden in Abstracts through No-Code Text Mining Using the Example of Social Entrepreneurship. In 2023 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (pp. 1-8). IEEE, 2023.
34- Hoseini, D., Nikabad, M.S. and Moghaddam, A., ‘A dynamic model on the base of text mining for success factors of outsourcing in project-based companies’, Int. J. Business Excellence, 2023.
