Fault diagnosis has become a very important area of research during the last
decade due to the advancement of mechanical and electrical systems in
industries. The automobile is a crucial field where fault diagnosis is given a
special attention. Due to the increasing complexity and newly added features in
vehicles, a comprehensive study has to be performed in order to achieve an
appropriate diagnosis model. A diagnosis system is capable of identifying the
faults of a system by investigating the observable effects (or symptoms).