| Title | Evaluation of Production of Digital Twins Based on Blockchain Technology |
|---|---|
| ID_Doc | 68943 |
| Authors | Nabeeh, NA; Abdel-Basset, M; Gamal, A; Chang, V |
| Title | Evaluation of Production of Digital Twins Based on Blockchain Technology |
| Year | 2022 |
| Published | Electronics, 11, 8 |
| Abstract | A blockchain, as a form of distributed ledger technology, represents the unanimity of replication, synchronization, and sharing of data among various geographical sites. Blockchains have demonstrated impressive and effective applications throughout many aspects of the business. Blockchain technology can lead to the advent of the construction of Digital Twins (DTs). DTs involve the real representation of physical devices digitally as a virtual representation of both elements and dynamics prior to the building and deployment of actual devices. DT products can be built using blockchain-based technology in order to achieve sustainability. The technology of DT is one of the emerging novel technologies of Industry 4.0, along with artificial intelligence (AI) and the Internet of Things (IoT). Therefore, the present study adopts intelligent decision-making techniques to conduct a biased analysis of the drivers, barriers, and risks involved in applying blockchain technologies to the sustainable production of DTs. The proposed model illustrates the use of neutrosophic theory to handle the uncertain conditions of real-life situations and the indeterminate cases evolved in decision-makers' judgments and perspectives. In addition, the model applies the analysis of Multi-criteria Decision Making (MCDM) methods through the use of ordered weighted averaging (OWA) and the Technique of Order Preference Similarity to the Ideal Solution (TOPSIS) to achieve optimal rankings for DT production providers based on consistent weighted decision-maker's judgments in order to maintain and to assure sustainability. An empirical study is applied to the uncertain environment to aid decision-makers in achieving ideal decisions for DT providers with respect to various DT challenges, promoting sustainability and determining the best service providers. The Monte Carlo simulation method is used to illustrate, predict, and forecast the importance of the weights of decision-makers' judgments as well as the direct impact on the sustainability of DT production. |
| https://www.mdpi.com/2079-9292/11/8/1268/pdf?version=1650532093 |
Similar Articles
| ID | Score | Article |
|---|---|---|
71437
|
Vaezi, A; Rabbani, E; Yazdian, SA Blockchain-integrated sustainable supplier selection and order allocation: A hybrid BWM-MULTIMOORA and bi-objective programming approach(2024) | |
| 14853
|
Teisserenc, B; Sepasgozar, S Adoption of Blockchain Technology through Digital Twins in the Construction Industry 4.0: A PESTELS Approach(2021)Buildings, 11, 12 | |
| 22861
|
Teisserenc, B; Sepasgozar, S Project Data Categorization, Adoption Factors, and Non-Functional Requirements for Blockchain Based Digital Twins in the Construction Industry 4.0(2021)Buildings, 11.0, 12 | |
| 66301
|
Modak, NM; Senapati, T; Simic, V; Pamucar, D; Saha, A; Cardenas-Barrón, LE Managing a sustainable dual-channel supply chain for fresh agricultural products using blockchain technology(2024) | |
| 76331
|
Zhang, J; Zhang, XJ; Liu, W; Ji, M; Mishra, AR Critical success factors of blockchain technology to implement the sustainable supply chain using an extended decision-making approach(2022) | |
| 4148
|
Movaffaghi, H; Yitmen, I Framework for Dynamic Circular Economy in the Building Industry: Integration of Blockchain Technology and Multi-Criteria Decision-Making Approach(2023)Sustainability, 15, 22 | |
| 17209
|
Benabdellah, A; Zekhnini, K; Cherrafi, A; Garza-Reyes, JA; Kumar, A; El Baz, J Blockchain technology for viable circular digital supplychains: an integrated approach for evaluating the implementation barriers(2023)Benchmarking-An International Journal, 30, 10 | |
| 2821
|
Sadeghi, M; Mahmoudi, A; Deng, X; Luo, X Prioritizing requirements for implementing blockchain technology in construction supply chain based on circular economy: Fuzzy Ordinal Priority Approach(2023)International Journal Of Environmental Science And Technology, 20, 5 | |
| 76075
|
Almutairi, K; Dehshiri, SJH; Dehshiri, SSH; Hoa, AX; Dhanraj, JA; Mostafaeipour, A; Issakhov, A; Techato, K Blockchain Technology Application Challenges in Renewable Energy Supply Chain Management(2023)Environmental Science And Pollution Research, 30, 28 |