块链
需求响应
数字加密货币
计算机科学
激励
散列函数
块(置换群论)
盈利能力指数
密码学
计算机安全
计算机网络
分布式计算
经济
工程类
微观经济学
电
数学
财务
几何学
电气工程
作者
Mohammad Hossein Yaghmaee
出处
期刊:IEEE Systems Journal
[Institute of Electrical and Electronics Engineers]
日期:2024-01-03
卷期号:18 (1): 134-145
被引量:3
标识
DOI:10.1109/jsyst.2023.3342846
摘要
Blockchain is a peer-to-peer network that maintains a shared and trusted ledger by packaging transactions into blocks. Blockchain technology powers Bitcoin, a decentralized digital currency. Within blockchain networks, miners, and specialized computers validate each new block by solving computationally intensive cryptographic puzzles to confirm the transactions within. To make decisions on the validity of new blocks, a consensus mechanism must be performed, which is a complex and time-consuming operation that consumes a significant amount of electrical energy. In this article, we first evaluate the profitability of Bitcoin miners in terms of energy prices. We then present a mining control algorithm that decides to turn on / off miners based on the energy price, Bitcoin price, and total network hash rate. Additionally, we propose an incentive-based demand response program to effectively control the power load in the network and balance supply and demand. We model the demand response program as a mixed integer linear programming optimization problem. Our simulation results confirm the superiority of the proposed demand response program.
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