Towards Green and Efficient Blockchain for Energy Trading : A Non-cooperative Game Approach
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Pages (from-to) | 20021-20032 |
Journal / Publication | IEEE Internet of Things Journal |
Volume | 10 |
Issue number | 22 |
Online published | 6 Jun 2023 |
Publication status | Published - 15 Nov 2023 |
Link(s)
Abstract
Blockchain has gained significant adoption in energy trading, offering benefits for both economy and environment. Consensus, in particular, is a decisive factor for blockchain-based energy trading systems to operate efficiently and securely. However, the consensuses currently applied have been criticized for being too energy intensive or not sufficiently decentralized, which counteracts the positive effect of energy trading. Besides, consensus and energy trading are treated separately in many energy trading blockchain-based studies. In this paper, we propose a green and efficient consortium blockchain-enabled transaction system for energy trading, meeting the requirement of low energy consumption under security. We then design a two-stage consensus mechanism called proof-of-energy that is coupled to trading through “energy” and naturally uses the monetary rewards to stimulate prosumer participation. Specifically, it retains a strong degree of decentralization, which selects a dynamic delegation with high historical energy generation and motivates delegates to compete for new blocks by solving a meaningful puzzle. Furthermore, a variable block reward is investigated as the incentive to regulate trading and consensus behavior within a reasonable range of energy consumption. Finally, we design a two-layer iterative algorithm to obtain the optimal consensus strategy and block rewards, taking the non-cooperative game approach with the consideration of the strategy effect on the pricing model. Our simulation results show that the proposed blockchain-enabled system has a high energy efficiency ratio that improves the social welfare and reduces the consensus overhead. © 2023 IEEE.
Research Area(s)
- Blockchain, consensus protocol, Costs, game theory, Green products, Load modeling, Pricing, pricing mechanism, Renewable energy sources, Security, smart grid, Smart grids
Citation Format(s)
Towards Green and Efficient Blockchain for Energy Trading: A Non-cooperative Game Approach. / Bao, Zheng; Tang, Changbing; Xie, Xiaodong et al.
In: IEEE Internet of Things Journal, Vol. 10, No. 22, 15.11.2023, p. 20021-20032.
In: IEEE Internet of Things Journal, Vol. 10, No. 22, 15.11.2023, p. 20021-20032.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review