M.N.N. Rodrigo

Ms. M.N.N. Rodrigo

Centre for Smart Modern Construction, Western Sydney University, Australia
orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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27 July 2023 in Smart and Sustainable Built Environment
Verified
Journal Article
Closed access
MRM.N.N. Rodrigo
M.N.N. Rodrigo
Hossein OmranyHossein Omrany
Hossein Omrany
RCRuidong Chang
Ruidong Chang
Jian ZuoJian Zuo
Jian Zuo
Purpose: This study aims to investigate the literature related to the use of digital technologies for promoting circular economy (CE) in the construction industry.Design/methodology/approach: A comprehensive approach was adopted, involving bibliometric analysis, text-mining analysis and content analysis to meet three objectives (1) to unveil the evolutionary progress of the field, (2) to identify the key research themes in the field and (3) to identify challenges hindering the implementation of digital technologies for CE.Findings: A total of 365 publications was analysed. The results revealed eight key digital technologies categorised into two main clusters including “digitalisation and advanced technologies” and “sustainable construction technologies”. The former involved technologies, namely machine learning, artificial intelligence, deep learning, big data analytics and object detection and computer vision that were used for (1) forecasting construction and demolition (C&D) waste generation, (2) waste identification and classification and (3) computer vision for waste management. The latter included technologies such as Internet of Things (IoT), blockchain and building information modelling (BIM) that help optimise resource use, enhance transparency and sustainability practices in the industry. Overall, these technologies show great potential for improving waste management and enabling CE in construction.Originality/value: This research employs a holistic approach to provide a status-quo understanding of the digital technologies that can be utilised to support the implementation of CE in construction. Further, this study underlines the key challenges associated with adopting digital technologies, whilst also offering opportunities for future improvement of the field.

1 September 2021 in Journal of Industrial Information Integration
Verified
Journal Article
Closed access
Samudaya NanayakkaraSamudaya Nanayakkara
Samudaya Nanayakkara
MRM.N.N. Rodrigo
M.N.N. Rodrigo
SPSrinath Perera
Srinath Perera
GWG.T. Weerasuriya
G.T. Weerasuriya
AHAmer A. Hijazi
Amer A. Hijazi

6 August 2020 in Buildings
Verified
Journal Article
Open access
PDF file
MRM.N.N. Rodrigo
M.N.N. Rodrigo
Srinath PereraSrinath Perera
Srinath Perera
Sepani SenaratneSepani Senaratne
Sepani Senaratne
Xiaohua JinXiaohua Jin
Xiaohua Jin
Carbon emissions are categorised as Embodied Carbon (EC) occurring in the production phase and Operational Carbon (OC) occurring in the operational phase of buildings. The current focus on producing zero-carbon buildings, emphasises reducing OC and ignores the importance of reducing EC emissions. This study focuses on EC. Methods available in EC estimating currently produce estimates that often do not complement each other. This makes it important to develop a robust and accurate methodology for estimating EC. Blockchain is an emerging technology that has significant potential for transaction processing in supply chains. The construction industry being the second least digitalised industry, the adoption of innovative technologies is predominantly important. This paper explores the potential application of blockchain for accurate estimation of EC in construction supply chains. A detailed literature review and expert interviews revealed that, compared to traditional information systems, blockchain systems could eliminate issues in EC estimating highlighting its potential credible application for EC estimating. Scalability was identified as a feature that was lacking in a blockchain system, however, for EC estimating, its impact was identified as minimal. It will be difficult to generalise the findings of the study due to interview based qualitative methodology adopted in this study along with the fact that blockchain is an emerging and fairly new technology. However, a similar process could be followed by other studies to compare blockchain with traditional information systems, to evaluate the suitability of blockchain technology to develop prototype systems.

25 October 2024 in Sustainability
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Journal Article
Open access
PDF file
BABuddhika Priyankara Arsecularatne
Buddhika Priyankara Arsecularatne
MRM.N.N. Rodrigo
M.N.N. Rodrigo
CRChang Ruidong
Chang Ruidong
This research investigates the use of digital twin (DT) technology to improve building energy management and analyse occupant behaviour. DTs perform the function of acting as virtual replicas of physical assets, which facilitates real-time monitoring, predictive maintenance, and data-driven decision-making. Consequently, energy performance and occupant comfort can be enhanced. This study evaluates the efficiency of DTs in optimising energy usage by a mix of a systematic literature review and scientometric analysis of 466 articles from the Scopus database. Among the main obstacles noted are interoperability issues, privacy and data quality difficulties, and the requirement for a more thorough integration of digital and physical interactions. The results highlight the necessity of standardised frameworks to direct DT implementations and suggest areas for further study, especially in the areas of improving cybersecurity and incorporating occupant behaviour into DT models. This research makes practical recommendations for using DT technology to increase energy efficiency and sustainability in the built environment.

1 November 2023 in Buildings
Verified
Journal Article
Open access
PDF file
ALAn Le
An Le
MRM.N.N. Rodrigo
M.N.N. Rodrigo
NDNiluka Domingo
Niluka Domingo
Sepani SenaratneSepani Senaratne
Sepani Senaratne
The construction industry is a key contributor to greenhouse gas emissions, with buildings alone accounting for 39% of the global energy-related carbon emissions. Global carbon emissions from building operations increased by 5% in 2021 compared to 2020. However, the United Nations signed the Paris Climate Agreement in 2015 with global leaders, setting a limit to temperature increases below 2.0 °C or 1.5 °C. To achieve this goal, countries have established net-zero targets to reach carbon neutrality by mid-century. However, while some countries are making significant progress, others lag behind. Therefore, this study focuses on evaluating the actions taken by countries toward carbon neutrality, and on developing a policy roadmap for the construction industry to meet the net-zero-carbon commitments. This research adopted a systematic document review, including document analysis. The evaluation of countries’ practices towards achieving net-zero targets reveals both similarities and differences. The policy maps developed can be customised for decarbonising a country’s overall construction industry and building sector. This study provides insights for research, practice, and society, emphasising the importance of achieving net-zero targets through the implementation of policies, roadmaps, plans, and strategies.

5 July 2023 in Resources, Conservation & Recycling Advances
Verified
Journal Article
Open access
SSSepani Senaratne
Sepani Senaratne
MRM.N.N. Rodrigo
M.N.N. Rodrigo
LALaura M.M.C.E Almeida
Laura M.M.C.E Almeida
SPSrinath Perera
Srinath Perera
XJXiaohua Jin
Xiaohua Jin