促进区块链能源和环境足迹研究的严谨性:系统文献综述

IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Blockchain-Research and Applications Pub Date : 2023-11-10 DOI:10.1016/j.bcra.2023.100169
Ashish Rajendra Sai , Harald Vranken
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引用次数: 0

摘要

人们对了解数字货币,特别是比特币和以太坊等加密货币的能源和环境足迹越来越感兴趣。这些加密货币由分布在各地的计算节点网络运行,因此很难准确估算其能耗。学术界和工业界的现有研究都试图对加密货币的能耗进行建模,但往往基于一些假设,例如使用的硬件或计算节点的地理分布。在本研究中,我们利用社会能源科学和信息系统等区块链认知领域的现有科学文献,对先前模型和估计的可靠性进行评估。我们首先在现有研究的基础上设计了一个质量评估框架,然后对科学和非学术文献进行了系统的文献综述,展示了常见问题和解决这些问题的潜在途径。为此,我们为五种最广泛使用的研究方法提供了一套新颖的行为准则:定量能源建模、文献综述、数据分析和统计、案例研究和实验。我们设想,该行为准则将有助于规范基于区块链系统的能源和环境足迹研究的设计和评估。
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Promoting rigor in blockchain energy and environmental footprint research: A systematic literature review

There is a growing interest in understanding the energy and environmental footprint of digital currencies, specifically in cryptocurrencies such as Bitcoin and Ethereum. These cryptocurrencies are operated by a geographically distributed network of computing nodes, making it hard to estimate their energy consumption accurately. Existing studies, both in academia and industry, attempt to model cryptocurrency energy consumption often based on a number of assumptions, for instance, about the hardware in use or the geographic distribution of the computing nodes. A number of these studies have already been widely criticized for their design choices and subsequent over- or under-estimation of energy use.

In this study, we evaluate the reliability of prior models and estimates by leveraging existing scientific literature from fields cognizant of blockchain, such as social energy sciences and information systems. We first design a quality assessment framework based on existing research, and we then conduct a systematic literature review examining scientific and non-academic literature demonstrating common issues and potential avenues of addressing these issues.

Our goal with this article is to advance the field by promoting scientific rigor in studies focusing on blockchain energy footprint. To that end, we provide a novel set of codes of conduct for the five most widely used research methodologies: Quantitative energy modeling, literature reviews, data analysis and statistics, case studies, and experiments. We envision that this code of conduct would assist in standardizing the design and assessment of studies focusing on blockchain-based systems' energy and environmental footprint.

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来源期刊
CiteScore
11.30
自引率
3.60%
发文量
0
期刊介绍: Blockchain: Research and Applications is an international, peer reviewed journal for researchers, engineers, and practitioners to present the latest advances and innovations in blockchain research. The journal publishes theoretical and applied papers in established and emerging areas of blockchain research to shape the future of blockchain technology.
期刊最新文献
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