* Corresponding author. Tel: +1(416)454-9767, Fax: +1(888)206-2004
E-mail: Jenab@ieee.org (K. Jenab)
© 2012 Growing Science Ltd. All rights reserved.
doi: 10.5267/j.ijiec.2012.08.004
International Journal of Industrial Engineering Computations 3 (2012) 731–742
Contents lists available at GrowingScience
International Journal of Industrial Engineering Computations
homepage: www.GrowingScience.com/ijiec
Reliability prediction for the vehicles equipped with advanced driver assistance systems (ADAS)
and passive safety systems (PSS)
Khashayar Hojjati-Emami
a
, Balbir S. Dhillon
a
and Kouroush Jenab
b
a
Department of Mechanical Engineering, University of Ottawa, Canada
b
Society of Reliability Engineers-Ottawa, Canada
A R T I C L E I N F O A B S T R A C T
Article history:
Received 18 July 2012
Received in revised format
14 August 2012
Accepted August 15 2012
Available online
15 August 2012
The human error has been reported as a major root cause in road accidents in today’s world. The
human as a driver in road vehicles composed of human, mechanical and electrical components is
constantly exposed to changing surroundings (e.g., road conditions, environment)which
deteriorate the driver’s capacities leading to a potential accident. The auto industries and
transportation authorities have realized that similar to other complex and safety sensitive
transportation systems, the road vehicles need to rely on both advanced technologies (i.e.,
Advanced Driver Assistance Systems (ADAS)) and Passive Safety Systems (PSS) (e.g.,,
seatbelts, airbags) in order to mitigate the risk of accidents and casualties. In this study, the
advantages and disadvantages of ADAS as active safety systems as well as passive safety systems
in road vehicles have been discussed. Also, this study proposes models that analyze the
interactions between human as a driver and ADAS Warning and Crash Avoidance Systems and
PSS in the design of vehicles. Thereafter, the mathematical models have been developed to make
reliability prediction at any given time on the road transportation for vehicles equipped with
ADAS and PSS. Finally, the implications of this study in the improvement of vehicle designs and
prevention of casualties are discussed.
© 2012 Growing Science Ltd. All rights reserved
Keywords:
Reliability
Road Accident
Advanced Driver Assistance
Systems (ADAS)
Human Error
Passive Safety Systems (PSS)
Crash Avoidance System
Warning System
1. Introduction
The daily road accidents result a huge cost to our modern life (Fletcher, 2009). OECD (2006) reported
that the road accidents could be considered as the primary cause of death for young European males.
Each year more than one million people die worldwide in traffic crashes and further fifty million
people are seriously injured as the result of driving (WHO, 2001).
Because the condition of road systems is constantly changing, drivers constantly have to make dynamic
adjustments and adaptations to their driving behavior in response to the dynamic changes (Young&
Salmon, 2012). Any drivers’ distractions reduce drivers’ situation awareness that may lead to road
crashes (Salmon et al., 2011). In 2012, Young & Salmon investigated various non-driving-related
activities that caused drivers’ distractions.There is no doubt that driver’s error is a major factor in road