NDLI: Verifying driver performance for heavy haulage fatigue management

Content Provider	IET Digital Library
Author	Vo, Son Anh Mirowski, Luke Scanlan, Joel Turner, Paul
Abstract	Working performance of drivers is an important concern of commercial logistics firms as it directly relates to operational efficiency targets. However, in heavy vehicle activity, the enforcement of fatigue management rules by the Australian government can potentially influence this efficiency as the regulation scheme controls maximum work time and minimum rest time of drivers. Therefore, evaluating a driver's performance in the context of fatigue compliance is an essential need that aims to assist transport operators to increase their operational efficiencies. This research proposes a method in assessing how well a driver performs his job by using anomaly detection principles from intrusion detection systems in network security. This approach utilises output data of the logistics fatigue manager application and compliance outcomes of the fatigue compliance verification system to measure the driver's performance. In addition to performance concerns, the system also monitors safety levels based on fatigue conditions of drivers to ensure that the positive evaluation outcomes can be applied standards for the whole fleet in practice. The results highlight the opportunity to monitor driver fatigue levels for verifying fatigue risk within existing fatigue compliance requirements.
Starting Page	1033
Ending Page	1040
Page Count	8
ISSN	1751956X
Volume Number	13
e-ISSN	17519578
Issue Number	Issue 6, Jun (2019)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-its/13/6
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-its.2018.5314
Journal	IET Intelligent Transport Systems
Publisher Date	2019-01-15
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Anomaly Detection Principles Commercial Logistics Firms Data Security Driver Fatigue Levels Monitoring Driver Performance Verification Fatigue Compliance Requirements Fatigue Compliance Verification System Fatigue Management Rules Fatigue Risk Health And Safety Aspects Heavy Haulage Fatigue Management Heavy Vehicle Activity Human Resource Management Industrial Application of IT Intrusion Detection System Logistics Logistics Fatigue Manager Application Maintenance And Reliability Maximum Work Time Monitoring Occupational Safety Operational Efficiency Targets Production Engineering Computing Production Management Risk Management Road Vehicle Security of Data Transport Operators Transportation
Content Type	Text
Resource Type	Article
Subject	Law Transportation Environmental Science Mechanical Engineering

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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