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Secure and Robust Demand Response Using Stackelberg Game Model and Energy Blockchain
Mikhak Samadi1, Sushmita Ruj2, Henry Schriemer1
1School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON K1N 6N5, Canada.
This study introduces an energy blockchain to secure smart grid demand response (DR) transactions. It enhances security, privacy, and settlement robustness, improving customer profits and detecting malicious activities.
Area of Science:
- Smart Grid Technology
- Blockchain Applications
- Energy Systems Security
Background:
- Existing smart grid literature lacks integrated solutions for security, privacy, and settlement robustness in demand response (DR).
- The increasing integration of Internet of Things (IoT) devices necessitates enhanced security and robustness in energy transactions.
- Demand response programs are crucial for grid stability but require secure and reliable settlement mechanisms.
Purpose of the Study:
- To propose a novel energy blockchain framework for securing energy transactions in smart grids.
- To develop a mixed-strategy stochastic game model for optimizing demand response decisions under uncertainty.
- To enhance the security, privacy, and robustness of DR settlement processes.
Main Methods:
- Utilizing an energy blockchain to secure transactions and store DR agreements as distributed ledgers.
- Formulating a mixed-strategy stochastic game model to optimize DR contributions and decisions.
- Employing customer hardware for block mining and smart contracts for transaction validation.
- Validating the scheme using real-world residential demand profiles and photovoltaic (PV) generation data.
Main Results:
- Demonstrated that electric vehicle (EV) discharging and customer demand reduction positively impact block mining success and customer profitability.
- Validated the security and robustness of the proposed consensus algorithm in detecting malicious activities.
- Showcased the effectiveness of the energy blockchain in securing energy transactions and DR agreements.
Conclusions:
- The proposed energy blockchain framework effectively addresses the security, privacy, and robustness gaps in smart grid demand response settlement.
- The integration of blockchain technology and stochastic game modeling offers a promising approach for secure and efficient energy management.
- The findings highlight the potential of leveraging customer-side resources like EVs for grid optimization and enhanced profitability.
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