Application of Artificial Intelligence in Technical Diagnostics of Dams
The integration of artificial intelligence (AI) into civil engineering, particularly in the domain of dam management, is becoming increasingly prominent due to the complexity of analytical mathematical modeling and the limitations of physical models. AI, particularly artificial neural networks, aids in tasks such as predicting horizontal displacements of dam crowns and diagnosing their behavior during operation. This technology offers solutions for design optimization, uncertainty management, and safety analysis in operation, enabling engineers to make informed decisions throughout the lifecycle of hydraulic engineering facilities. While human expertise remains essential, AI will offer new avenues for dynamic modeling based on AI-driven sensor networks, revolutionizing the field of civil engineering.
Authors
- Maria Mavrova - Guirguinova
Publication Details
- Journal
- ANNUAL OF Univercity of architecture civil engineering and geodesy
- Published
- 2024-12-31
- DOI
- https://doi.org/10.71167/uaceg.2024.570405
- Primary Topic
- Engineering Diagnostics and Reliability
- Type
- article
- Field-Weighted Citation Impact
- 0.00