[HTML][HTML] A literature review of Artificial Intelligence applications in railway systems
Nowadays it is widely accepted that Artificial Intelligence (AI) is significantly influencing a
large number of domains, including railways. In this paper, we present a systematic literature …
large number of domains, including railways. In this paper, we present a systematic literature …
[HTML][HTML] The usefulness of artificial intelligence for safety assessment of different transport modes
DI Tselentis, E Papadimitriou, P van Gelder - Accident Analysis & …, 2023 - Elsevier
Recent research in transport safety focuses on the processing of large amounts of available
data by means of intelligent systems, in order to decrease the number of accidents for …
data by means of intelligent systems, in order to decrease the number of accidents for …
Artificial intelligence in railway transport: Taxonomy, regulations, and applications
Artificial Intelligence (AI) is becoming pervasive in most engineering domains, and railway
transport is no exception. However, due to the plethora of different new terms and meanings …
transport is no exception. However, due to the plethora of different new terms and meanings …
Advances in the application of machine learning techniques for power system analytics: A survey
The recent advances in computing technologies and the increasing availability of large
amounts of data in smart grids and smart cities are generating new research opportunities in …
amounts of data in smart grids and smart cities are generating new research opportunities in …
Cause analysis of hot work accidents based on text mining and deep learning
H Xu, Y Liu, CM Shu, M Bai, M Motalifu, Z He… - Journal of loss …, 2022 - Elsevier
Hot work accidents have significant consequences. Admittedly, preventing hot work
accidents requires managers to analyze the accident profoundly and learn from the requisite …
accidents requires managers to analyze the accident profoundly and learn from the requisite …
Information security and privacy in railway transportation: A systematic review
Intelligent transportation systems will play a key role in the smart cities of the future. In
particular, railway transportation is gaining attention as a promising solution to cope with the …
particular, railway transportation is gaining attention as a promising solution to cope with the …
A deep learning approach towards railway safety risk assessment
Railway stations are essential aspects of railway systems, and they play a vital role in public
daily life. Various types of AI technology have been utilised in many fields to ensure the …
daily life. Various types of AI technology have been utilised in many fields to ensure the …
Prediction of thermal-induced buckling failures of ballasted railway tracks using artificial neural network (ANN)
This paper investigates the possibility for implementing machine learning-aided prediction in
analyzing the buckling phenomena of ballasted railway tracks induced by extreme …
analyzing the buckling phenomena of ballasted railway tracks induced by extreme …
Detection and severity evaluation of combined rail defects using deep learning
Various techniques have been developed to detect railway defects. One of the popular
techniques is machine learning. This unprecedented study applies deep learning, which is a …
techniques is machine learning. This unprecedented study applies deep learning, which is a …
RailSeg: Learning Local-Global Feature Aggregation with Contextual Information for Railway Point Cloud Semantic Segmentation
Incomplete or outdated inventories of railway infrastructures may disrupt the railway sector's
administration and maintenance of transportation infrastructure, thus posing potential threats …
administration and maintenance of transportation infrastructure, thus posing potential threats …