Lean iceberg model to minimise barriers for digital twin implementation: Sri Lankan construction industry perspective

Dela Bandara, K. Ranadewa, A. Parameswaran, B.A.I. Eranga, A. Nawarathna
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Abstract

Digital twin technology holds immense potential for the construction industry in developing countries, while providing numerous benefits. Yet, financial, cultural, infrastructural and technological barriers hinder the implementation of digital twin. Researchers have emphasised the importance of considering both visible and invisible barriers of digital twin implementation. ‘Lean Iceberg Model’ (LIM) emphasises that most of the underlying barriers and problems in a project are invisible and unaddressed, and it is critical to solve these underlying issues to achieve effective implementation. The study aims to develop a LIM to minimise barriers for successful digital twin implementation in the Sri Lankan construction industry. This study adopts an interpretivism stance and employs a qualitative research approach. Semi-structured interviews were conducted with 15 experts chosen through purposive sampling. VBA script was employed to analyse the data. LIM highlights the unseen aspects such as leadership, commitment, employee engagement, and organisational strategy as crucial to the successful digital twin implementation. Thus, a comprehensive approach is required to contemplates the technical aspects with the organisation's overall strategy, employee engagement, and leadership commitment. Moreover, cultural values, norms, leadership, and social networks are also examined to determine their impact on digital twin implementation. A framework for minimising the barriers to the implementation of digital twins in the Sri Lankan construction industry using the LIM has been developed incorporating the findings, which will offer valuable insights for construction industry professionals and policymakers interested in implementing digital twin to improve construction project management.
精益冰山模型最大限度地减少数字孪生实施的障碍:斯里兰卡建筑行业的观点
数字孪生技术为发展中国家的建筑业提供了巨大的潜力,同时也带来了许多好处。然而,金融、文化、基础设施和技术障碍阻碍了数字孪生的实施。研究人员强调了考虑数字孪生实施中可见和不可见障碍的重要性。“精益冰山模型”(LIM)强调项目中大多数潜在的障碍和问题是看不见的和未解决的,解决这些潜在的问题是实现有效实施的关键。该研究旨在开发一个LIM,以最大限度地减少斯里兰卡建筑业成功实施数字孪生的障碍。本研究采取解释主义立场,采用质性研究方法。通过有目的抽样,选取15位专家进行半结构化访谈。采用VBA脚本对数据进行分析。LIM强调了领导力、承诺、员工敬业度和组织战略等看不见的方面,这些方面对于成功实施数字孪生至关重要。因此,需要一个综合的方法来考虑组织的整体战略、员工敬业度和领导承诺的技术方面。此外,还研究了文化价值观、规范、领导力和社会网络,以确定它们对数字孪生实施的影响。结合研究结果,开发了一个框架,用于最大限度地减少斯里兰卡建筑业中使用LIM实施数字孪生的障碍,这将为有兴趣实施数字孪生以改善建筑项目管理的建筑业专业人士和政策制定者提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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