Construction work zones are essential for roadway maintenance. In most cases, the traffic flow should not be interrupted, which requires work zones to be set up alongside the ongoing traffic, … [Read more...] about Leveraging Large Language Models and Deep Learning for Construction Work Zone Intrusion Risk Assessment
Risk Management
Identifying and Categorizing Safety Risk Factors Causing Vehicle Intrusions in Work Zones
Work zones pose significant safety risks to both drivers and workers. Identifying and categorizing those risk factors impacting work zone safety is crucial for implementing effective countermeasures. … [Read more...] about Identifying and Categorizing Safety Risk Factors Causing Vehicle Intrusions in Work Zones
A Multibranch Risk Assessment Model for Multi-Lane Highway Work Zones Based on Risk Fields and Graph Attention Network
This paper addresses the challenge of real-time safety assessment in multi-lane highway work zones by introducing two key innovations. First, we formulate a Comprehensive Collision Risk Index (CCRI) … [Read more...] about A Multibranch Risk Assessment Model for Multi-Lane Highway Work Zones Based on Risk Fields and Graph Attention Network
Road Safety Risk Assessment on Partially Completed Road Work Zones in Sri Lanka
Road safety issues in Low to Middle-Income Countries and the key causal factors are well documented in the literature. However, an issue that is often overlooked is the safety hazards posed by road … [Read more...] about Road Safety Risk Assessment on Partially Completed Road Work Zones in Sri Lanka
Risk Assessment in Road Work Zones Using Artificial Intelligence, Expert Evaluation, and Driver Surveys
Road work zones represent one of the most challenging segments in the traffic safety system, as they frequently involve sudden changes in traffic flow regulation, reduced vehicle speeds, the presence … [Read more...] about Risk Assessment in Road Work Zones Using Artificial Intelligence, Expert Evaluation, and Driver Surveys
Evaluating Risk Factors in Highway Construction Safety: A Logistic Regression Approach
This study aims to evaluate the risk factors affecting occupational safety in highway construction projects, including the lack of protective equipment, unsafe working conditions, insufficient … [Read more...] about Evaluating Risk Factors in Highway Construction Safety: A Logistic Regression Approach