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ARTIFICIALNEURALNETWORKS
FUZZYLOGIC
(AUTOMATED AUTOMOBILES)
By
Dhananjay Rao
6th Sem
Mechanical Engineering
ANJUMAN
INSTITUTE OF
TECHNOLOGY AND
MANAGEMENT
Introduction
 Fuzzy Logic control system is used to control
the speed of the car based on the obstacle
sensed.
 Fuzzy logic is best suited for control
applications, such as temperature control,
traffic control or process control.
Fuzzy Vs. Probability
 Fuzziness describes the ambiguity of an
event.
 whereas probability describes the
uncertainty in the occurrence of the event.
ComplexityofaSystemvs.Precisionin
the modeloftheSystem:
 For systems with little
complexity, closed-form
mathematical expressions
provide precise descriptions
of the systems.
 For systems that are a
little more complex, artificial
neural networks, provide
powerful and robust.
 For systems with more complex,
Fuzzy system is used.
Fuzzy Set vs. Crisp Set:
 A classical set is defined by crisp boundaries;
i.e., there is no uncertainty in the prescription
or location of the boundaries of the set.
 A fuzzy set, on the other hand, is prescribed
by vague or ambiguous properties.
Fuzzification and Defuzzification
 Fuzzification is the process of making a crisp
quantity fuzzy.
 Defuzzification is the conversion of a fuzzy
quantity to a precise quantity.
Fuzzy Logic Control System
Obstacle Sensor Unit:
The car consists of a
sensor in the front panel to
sense the presence of the
obstacle.
Sensing Distance
 The sensing distance depends upon the speed of
the car and the speed can be controlled by
gradual anti skid braking system.
 The speed of the car is taken as the input and
the distance sensed by the sensor is controlled.
Input Membership Function:
Output Membership Function:
The defuzzified
values are obtained
and the variation of
speed with sensing
distance is plotted
as a surface graph
Speed Control
Speed breaker
Fly Over
The angle is taken as the input and output speed is controlled.
Input Membership Function:
Output Membership Function:
From the graph it
is clear that the
speed becomes
zero when the angle
of the obstacle is
greater than 60°.
This fuzzy
control can
be extended
to rear
sensing by
placing a
sensor at
the back
side of the
car
Conclusion:
 The fuzzy logic control system can relieve the
driver from tension and can prevent accidents.
 This fuzzy control unit when fitted in all the cars
result in an accident free world.
Fuzzy logic automated automobile

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Fuzzy logic automated automobile

Editor's Notes

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