Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 6 of 6 for “"Deterioration Prediction"”.
-
Machine learning-based analytics of structured and unstructured data for enhanced bridge deterioration prediction
… for data analytics to better predict bridge deterioration for supporting enhanced bridge maintenance decision making. Such data include structured National Bridge Inventory (NBI) and National Bridge Elements (NBE) data, structured traffic and weather data, and unstructured textual bridge …
-
Development of a clinical deterioration prediction tool for adult patients during ambulance transportation in South Africa
Background – Clinical deterioration is a worldwide concern and is associated with increased mortality, hospital stay, and incidence of adverse events. CD also occurs in the pre-hospital setting though few studies describe its occurrence as well as the factors it is associated with, and no evidence …
-
Improving pavement networks through performance-based planning with optimal treatment strategies and management policies
… collection and analyses of PMS data, pavement deterioration prediction, budget allocation, the selection of treatment strategies, and the promotion of appropriate pavement management policies. This dissertation provides a comprehensive framework for PBP. First, it focuses on the development of …
-
Domain-specific adaptation of large language models and integration with knowledge graph analytics for enhanced bridge maintenance decision making
… data to support accurate condition assessment, deterioration prediction, and cost-effective maintenance strategies. To address these limitations, a novel large language model (LLM)-based analytics framework for bridge data integration and enhanced maintenance decision support is proposed. The …
-
Development of a Novel Performance Index and a Performance Prediction Model for Metallic Drinking Water Pipelines
… system, due to the lack of effective prediction tools at hand. The gap between the methodologies available in academic research and the tools available to current water utilities needs to be addressed. This paper presents a fuzzy inference prediction model used to forecast the …
-
Probabilistic deterioration modelling and time-dependent reliability analysis of coastal defences
The prediction of coastal flood defence performance deterioration in the future plays an essential role in the reliability analysis and management process of these structures. The climate change effects and sea level rise will increase the hydraulic loads and frequency of the future extreme events, …