Deterioration models are important and essential part of any Pavement Management System (PMS). These models are used to predict future pavement situation based on existence condition, parameters causing deterioration and implications of various maintenance and rehabilitation policies on pavement. The majority of these models are based on roughness which is one of the most important indices in p...

To realize the intelligent and accurate measurement of pavement surface potholes, an improved You Only Look Once version three (YOLOv3) object detection model combining data augmentation structure optimization is proposed in this study. First, color adjustment was used to enhance image contrast, performed through geometric transformation. Pothole categories were subdivided into P1 P2 on basis w...

This research aims to identify and interpret the main traffic characteristics affecting pavement condition index (PCI) of asphalt within parking areas. The study also examines effect severity type distress on decisions. Previous literature impact environment deterioration. paper will focus shape operations a area. methodology includes applying multilevel mixed regression model reveal hidden hie...

The HDM-4 aids in estimating the deterioration of pavement as well intricate interactions between environment, vehicles, surface, and structure pavement. It predicts how roads will deteriorate over time due to increased traffic. current study was carried out at Hyderabad, particularly which are subjected heavy adopted for Dhulapally Bahadurpally (DB), Gandimaisamma Bowrampet (GB), Medchal (GM),...

in this study, an artificial neural network was developed in order to analyze flexible pavement structure anddetermine its critical responses under the influence of standard axle loading. in doing so, more than 10000four-layered flexible pavement sections composed of asphalt concrete layer, base layer, subbase layer, andsubgrade soil were analyzed under the impact of standard axle loading. pave...