Theoretical Framework for Blockchain Secured Predictive Maintenance Learning Model Using Digital Twin
- Title
- Theoretical Framework for Blockchain Secured Predictive Maintenance Learning Model Using Digital Twin
- Creator
- Vinodha D.; Jenefa J.; Anita E.A.M.; Babenko M.
- Description
- The automotive sector benefits from Digital Twins (DTs), software replicas of physical assets or processes. DTs enable engineers and data scientists to obtain deeper insights into the system and solve the most difficult problems faster and more affordably. Blockchain technology is a developing and exciting technology that has the potential to offer DTs monitoring capabilities, strengthening security and enhancing DTs transparency, dependability, and immutability. Intelligent behavior can be integrated into blockchain-based DTs to foresee important maintenance tasks and successfully manage machine functions. Our research involves creating a theoretical framework that leverages emerging technologies such as blockchain, artificial intelligence and DTs to facilitate resolution in the predictive maintenance of industry machines with minimised governing cost. The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
- Source
- Lecture Notes in Networks and Systems, Vol-863 LNNS, pp. 55-66.
- Date
- 2024-01-01
- Publisher
- Springer Science and Business Media Deutschland GmbH
- Subject
- Blockchain; Digital Twin; Predictive Maintenance
- Coverage
- Vinodha D., Departmentof Computer Science and Engineering, Christ University, Bangalore, India; Jenefa J., Departmentof Computer Science and Engineering, Christ University, Bangalore, India; Anita E.A.M., Departmentof Computer Science and Engineering, Christ University, Bangalore, India; Babenko M., North-CaucasusCenter for Mathematical Research, North-Caucasus Federal University, Stavropol, Russian Federation
- Rights
- Restricted Access
- Relation
- ISSN: 23673370; ISBN: 978-303172170-0
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Vinodha D.; Jenefa J.; Anita E.A.M.; Babenko M., “Theoretical Framework for Blockchain Secured Predictive Maintenance Learning Model Using Digital Twin,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/19128.