Artificial intelligence- and blockchain-enabled carbon emissions ledger system (AB-CELS) for sustainable construction processes

IF 11.5 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Istiqlal Aurangzeb , Jong Han Yoon
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引用次数: 0

Abstract

Material transportation and on-site assembly are the building lifecycle phases that produce significant carbon emissions. However, traditional methods for capturing and recording these emissions lack automation, traceability, and immutability. This limitation hinders project stakeholders from data-driven decision-makings to promote sustainable construction practices and effectively implement regulations aimed at reducing carbon emissions. To address these challenges, this paper proposes a proof of concept for a transformational emissions ledger system that integrates an AI-powered large multimodal model for automatic parsing of emission-relevant data and a blockchain-enabled smart contract for a traceable and immutable emissions ledger. The proposed solution enables project stakeholders to automatically generate an immutable emissions ledger recorded on blockchain during the material transportation and on-site assembly phases, thereby enhancing their ability to make informed decisions regarding carbon emissions management. Additionally, this system enables regulatory approaches, including subsidies and tax incentives, all anchored in an immutable emissions ledger based on blockchain.
可持续建筑过程的人工智能和区块链支持的碳排放分类系统(AB-CELS)
材料运输和现场组装是产生大量碳排放的建筑生命周期阶段。然而,捕获和记录这些排放的传统方法缺乏自动化、可追溯性和不变性。这一限制阻碍了项目利益相关者以数据为导向的决策,以促进可持续建筑实践,并有效实施旨在减少碳排放的法规。为了应对这些挑战,本文提出了一种转型排放分类账系统的概念验证,该系统集成了一个人工智能驱动的大型多模式模型,用于自动解析排放相关数据,以及一个支持区块链的智能合约,用于可追溯和不可变的排放分类账。提出的解决方案使项目利益相关者能够在材料运输和现场组装阶段自动生成一个不可变的排放分类账,记录在区块链上,从而提高他们在碳排放管理方面做出明智决策的能力。此外,该系统使包括补贴和税收激励在内的监管方法得以实现,所有这些方法都基于区块链的不可变排放分类账。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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