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Materials and Technology Selection for Construction Projects Supported with the Use of Artificial Intelligence
1Civil Engineering Faculty, Warsaw University of Technology, Armii Ludowej 16, 00-637 Warszawa, Poland.
This study introduces a new value engineering approach using artificial intelligence and metaheuristic algorithms for construction project optimization. It improves material and technology selection for better economic outcomes.
Area of Science:
- Construction Management
- Engineering Economics
- Artificial Intelligence in Construction
Background:
- Project success is heavily influenced by material and technology choices.
- Early integration of these factors offers greater optimization potential.
- Current planning methods often delay material and technology integration, limiting project optimization.
Purpose of the Study:
- To propose a novel approach for optimizing construction projects.
- To integrate value engineering principles with advanced computational methods.
- To enhance the selection process of materials and technologies.
Main Methods:
- Development of a computational model based on value engineering.
- Application of artificial intelligence and metaheuristic algorithms.
- Validation through a case study involving an office building construction.
Main Results:
- Significant improvement in the economic results of construction projects.
- Demonstrated effectiveness of the proposed AI-driven method.
- Enhanced ability to select optimal materials and technologies.
Conclusions:
- The new value engineering approach significantly improves construction project parameters.
- AI and metaheuristic algorithms are effective tools for construction project optimization.
- Early and intelligent selection of materials and technologies is crucial for project success.
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