Call for Papers:Vol.11 Issue.4

Submission
Last date		 28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety
PaperId: :  25024
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 5 2024
DUI:    16.0415/IJARIIE-25024
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Divya MishraCMR University
Dr. Gowthami VCMR University

Abstract

Computer Science
Machine Learning, Railway Stations, Predictive Maintenance, Passenger Flow, Smart Ticketing, Security, Data Analytics, Transportation Efficiency
Machine learning (ML) is revolutionizing numerous industries by providing predictive capabilities and data driven insights, significantly transforming operations and enhancing user experiences. In railway stations, the integration of ML offers numerous advantages, including improved efficiency, heightened safety measures, and an overall better passenger experience. This paper explores various applications of ML within railway stations, focusing on critical areas such as predictive maintenance, passenger flow prediction, smart ticketing systems, and advanced security measures. Predictive maintenance utilizes ML algorithms to analyse data from train components and track conditions, allowing for timely interventions before potential failures occur. This proactive approach reduces downtime, optimizes maintenance schedules, and minimizes costs associated with unexpected breakdowns. Additionally, ML-driven passenger flow prediction leverages historical data and real-time analytics to forecast crowd patterns, enabling better resource allocation and crowd management during peak hours. The emergence of smart ticketing solutions, powered by ML, enhances the ticket purchasing process, allowing for seamless transactions and personalized offers based on passenger behaviour. These systems not only streamline operations but also improve customer satisfaction by reducing wait times and eliminating the need for physical tickets. Furthermore, security systems in railway stations are being enhanced through ML algorithms that analyse video feeds and sensor data to identify potential threats, ensuring a safer travel environment for passengers.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Divya Mishra, and Dr. Gowthami V. "Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 5 2024 Page 808-815
MLA Divya Mishra, and Dr. Gowthami V. "Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety." International Journal Of Advance Research And Innovative Ideas In Education 10.5(2024) : 808-815.
APA Divya Mishra, & Dr. Gowthami V. (2024). Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety. International Journal Of Advance Research And Innovative Ideas In Education, 10(5), 808-815.
Chicago Divya Mishra, and Dr. Gowthami V. "Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 5 (2024) : 808-815.
Oxford Divya Mishra, and Dr. Gowthami V. 'Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, 2024, p. 808-815. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Research_Paper_ijariie25024.pdf (Accessed : ).
Harvard Divya Mishra, and Dr. Gowthami V. (2024) 'Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety', International Journal Of Advance Research And Innovative Ideas In Education, 10(5), pp. 808-815IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Research_Paper_ijariie25024.pdf (Accessed : )
IEEE Divya Mishra, and Dr. Gowthami V, "Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, pp. 808-815, Sep-Oct 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Research_Paper_ijariie25024.pdf [Accessed : ].
Turabian Divya Mishra, and Dr. Gowthami V. "Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 5 ().
Vancouver Divya Mishra, and Dr. Gowthami V. Leveraging Machine Learning in Railway Stations: Enhancing Efficiency and Safety. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(5) : 808-815. Available from: https://ijariie.com/AdminUploadPdf/Research_Paper_ijariie25024.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Design and Development of Automated User Responsive Assistant (AURA) or Kinetically Responsive Intelligent Assistant (KRIA) RobotArtificial IntelligenceChandana S Download
Ethical Hacking: Proactive Security Against Cybercrimecomputer engineeringShahapuram Ritika Download
Cyber Security For Wearable Health Devicescomputer Engineering Jenitha H S Download
Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical ChallengesTechnologyKhanh Pham Duy Download
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
12