<div class="csl-bib-body">
<div class="csl-entry">Melnyk, O., Huymajer, M., Huemer, C., Rosenberger, L., & Mazak-Huemer, A. (2025). A case study on integrating data analysis and process mining in conventional tunnel construction. <i>Developments in the Built Environment</i>, <i>22</i>, 100640. https://doi.org/10.1016/j.dibe.2025.100640</div>
</div>
-
dc.identifier.issn
2666-1659
-
dc.identifier.uri
http://hdl.handle.net/20.500.12708/213935
-
dc.description.abstract
Conventional tunnel construction often relies on manual methods of construction process analysis, using tools such as paper-based cycle diagrams or spreadsheets, which lack immediate updates and capabilities, limiting performance evaluation, communication, and decision-making. As a result, moving to a fully digital process incorporating business intelligence capabilities can deliver benefits by improving data-driven decision-making, operational efficiency and resource allocation. This paper presents a case study using construction documentation to evaluate the applicability of data and process analytics in conventional tunnelling. We also present a novel approach to visualising and analysing construction sequence deviations. The study demonstrates how data and process analysis can be utilised to evaluate the activity sequences, the duration of single activities, advance rates, and general project performance. By adhering to established industry standards, this research examines the practical implementation of data analysis methods in operational tunnelling environments, contributing to the development of integrated digital workflows.
en
dc.description.sponsorship
Österr. Bautechnik Veranstaltungs G
-
dc.language.iso
en
-
dc.publisher
ELSEVIER
-
dc.relation.ispartof
Developments in the Built Environment
-
dc.rights.uri
http://creativecommons.org/licenses/by/4.0/
-
dc.subject
Construction Management
en
dc.subject
Tunnelling
en
dc.subject
Process mining
en
dc.subject
Documentation
en
dc.subject
Data analysis
en
dc.title
A case study on integrating data analysis and process mining in conventional tunnel construction