Blockchain-Based On-Site Activity Management for Smart Construction Process Quality Traceability

Haitao Wu, Heng Li, Xiaochun Luo, Shan Jiang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

13 Citations (Scopus)

Abstract

Onsite construction activities (OCAs) are essential components affecting construction process quality. Tracing OCAs can control the construction process with high-resolution visibility, help stakeholders demonstrate their compliance with regulations, and reduce interorganizational quality disputes. Traditional technologies cannot meet the information recording demands for traceability, namely, immutability, transparency, and auditability. This work introduces a novel framework for the traceability of OCAs based on computer vision and blockchain technologies. First, cutting-edge deep learning algorithms are introduced to automatically extract OCA information from far-field surveillance videos. Second, a consortium blockchain system is built to record the identified OCA information and the hash value of the raw data for future review. Finally, a case of a high-rise office construction project is used to test and verify the feasibility of the framework, in which a blockchain prototype is developed based on a Blockchain as a Service (BaaS) platform, termly, PolyChain. The experimental results show that the BaaS-based prototype is an effective system architecture with good throughput and latency and can ensure the authenticity and transparency of OCA information for traceability demands.

Original languageEnglish
Pages (from-to)21554-21565
Number of pages12
JournalIEEE Internet of Things Journal
Volume10
Issue number24
DOIs
Publication statusPublished - 15 Dec 2023

Keywords

  • Blockchain
  • blockchain as a Service (BaaS)
  • computer vision
  • construction quality
  • on-site construction activity (OCA)

ASJC Scopus subject areas

  • Information Systems
  • Signal Processing
  • Hardware and Architecture
  • Computer Networks and Communications
  • Computer Science Applications

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