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一种用于计算基础设施的全面定量生命周期成本和环境影响分析模型。

A comprehensive quantitative lifecycle cost and environmental impact analysis model for computing infrastructure.

作者信息

Ma Kezhuo, Zhou Yu

机构信息

Faculty of Engineering and Information Technology, the University of Melbourne, VIC 3010, Australia.

Peking University HSBC Business School, University Town Peking Campus Lishui Rd, Shenzhen, 518000, PR China.

出版信息

MethodsX. 2024 Oct 24;13:103009. doi: 10.1016/j.mex.2024.103009. eCollection 2024 Dec.

Abstract

This paper presents a comprehensive quantitative model for quantitative assessment of the lifecycle costs and environmental impacts of computing infrastructure, with a focus on internet data centers (IDCs) and high-performance computing (HPC) facilities. The key innovation lies in the integration of interdisciplinary cost evaluation and carbon emission methods for the establishment of this quantitative model. This framework, which outlines key cost components and carbon emission factors, enables the calculation of total costs, electricity expenses, and greenhouse gas emissions throughout the lifecycle of infrastructure. With IDCs as a case study, the research clarifies the intricate cost structure associated with equipment procurement, energy usage, land acquisition, and operational expenses. This paper provides an in-depth understanding of the cost structure and environmental impact of computing infrastructure in support of sustainable decision-making in its development.•Based on established cost estimation methods, such as Lifecycle Cost Analysis (LCCA) and the Analogous Estimating Method, this study examines costs across construction and operation phases.•The Emission Factor Method is used to quantify environmental impact, emphasizing the significance of regional energy mix and power usage effectiveness (PUE).

摘要

本文提出了一个全面的定量模型,用于对计算基础设施的生命周期成本和环境影响进行定量评估,重点关注互联网数据中心(IDC)和高性能计算(HPC)设施。关键创新在于整合跨学科成本评估和碳排放方法来建立这个定量模型。该框架概述了关键成本组成部分和碳排放因素,能够计算基础设施整个生命周期的总成本、电力费用和温室气体排放量。以IDC为例进行研究,阐明了与设备采购、能源使用、土地购置和运营费用相关的复杂成本结构。本文深入剖析了计算基础设施的成本结构和环境影响,以支持其发展中的可持续决策。

•基于已建立的成本估算方法,如生命周期成本分析(LCCA)和类比估算方法,本研究考察了建设和运营阶段的成本。

•采用排放因子法量化环境影响,强调区域能源结构和能源使用效率(PUE)的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/df2f/11550342/5efae47c901d/ga1.jpg

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