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Blockchain-Empowered Socially Optimal Transactive Energy System: Framework and Implementation
- Source :
- IEEE Transactions on Industrial Informatics. 17:3122-3132
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
Abstract
- Transactive energy plays a key role in the operation and energy management of future power systems. However, the conventional operational mechanism, which follows a centralized design, is often less secure, vulnerable to malicious behaviors, and suffers from privacy leakage. In this work, we introduce blockchain technology in transactive energy to address these challenges. Specifically, we develop a novel blockchain-based transactive energy framework for prosumers and design a decentralized energy trading algorithm that matches the operation of the underlying blockchain system. We prove that the trading algorithm improves the individual benefit and guarantees the socially optimal performance, and thus incentivizes prosumers to join the transactive energy platform. Moreover, we evaluate the feasibility of the transactive energy platform throughout the implementation of a small-scale network of Internet of Things (IoT) devices and extensive simulations using real-world data. Our results show that this blockchain-based transactive energy platform is feasible in practice, and the decentralized trading algorithm reduces the user's individual cost by up to 77% and lowers the overall cost by 24%.
- Subjects :
- FOS: Computer and information sciences
Computer Science - Cryptography and Security
Blockchain
Energy management
Computer science
Distributed computing
Systems and Control (eess.SY)
02 engineering and technology
Electrical Engineering and Systems Science - Systems and Control
Electric power system
FOS: Electrical engineering, electronic engineering, information engineering
FOS: Mathematics
0202 electrical engineering, electronic engineering, information engineering
Electrical and Electronic Engineering
Mathematics - Optimization and Control
business.industry
020208 electrical & electronic engineering
Transactive energy
Computer Science Applications
Smart grid
Optimization and Control (math.OC)
Control and Systems Engineering
Distributed generation
System framework
business
Internet of Things
Cryptography and Security (cs.CR)
Information Systems
Subjects
Details
- ISSN :
- 19410050 and 15513203
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Industrial Informatics
- Accession number :
- edsair.doi.dedup.....ecf281c256e4b46f266e42b35126bdf1