Machine Learning, BIM, and Strategic Management for Effective Project Planning, Execution and Safety

The execution of projects gets adversely affected or thwarted by planning and safety inadequacies. This study demonstrates that the inadequacies can be addressed significantly by combining Machine Learning (ML), Building Information Modeling (BIM) and Strategic Management (SM) in the processes of planning and managing construction projects. The proposed trio approach is integrative, technology-driven, result-oriented, and problem-solving. It promises tangible solutions to issues of decision-making, projection, design, budgeting, estimation, costing, and safety concerns, among others, which constrain efficient planning, management, execution and safety of construction projects. The study concludes that the combination of the three systems can ensure efficient and sustainable planning, execution and safety of projects. It recommends imbibing of the proposed integrative measure, increased stakeholder engagement, interdisciplinary collaboration among professionals, re/training, and policy options as the panacea.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-01
DOI
https://doi.org/10.5281/zenodo.15139422
Primary Topic
Organizational and Employee Performance
Type
article
Field-Weighted Citation Impact
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article

Machine Learning, BIM, and Strategic Management for Effective Project Planning, Execution and Safety

Zenodo (CERN European Organization for Nuclear Research)
Organizational and Employee Performance
article

Machine Learning, BIM, and Strategic Management for Effective Project Planning, Execution and Safety

article en

Abstract

The execution of projects gets adversely affected or thwarted by planning and safety inadequacies. This study demonstrates that the inadequacies can be addressed significantly by combining Machine Learning (ML), Building Information Modeling (BIM) and Strategic Management (SM) in the processes of planning and managing construction projects. The proposed trio approach is integrative, technology-driven, result-oriented, and problem-solving. It promises tangible solutions to issues of decision-making, projection, design, budgeting, estimation, costing, and safety concerns, among others, which constrain efficient planning, management, execution and safety of construction projects. The study concludes that the combination of the three systems can ensure efficient and sustainable planning, execution and safety of projects. It recommends imbibing of the proposed integrative measure, increased stakeholder engagement, interdisciplinary collaboration among professionals, re/training, and policy options as the panacea.

Zenodo (CERN European Organization for Nuclear Research)
American Public Power Association (US)
Openalex Percentile: Top 75%
Organizational and Employee Performance
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