accident control technique based on artificial intelligence system

[praveenpec]

The main objective of the current research effort is to explore the applicability of using principles from the field of Intelligent Adaptive Control for the on-line management and control of transportation systems. The main objective of the current study is to explore the applicability of using principles from the field of Intelligent Adaptive Control for the on-line management and control of transportation systems.Intelligent adaptive control is a field that encompasses the computational procedures of Fuzzy Logic,Artificial Neural Networks, and Genetic Algorithms. The aim of intelligent control is to design robust and learning controllers operating in an uncertain environment with very limited mathematical knowledge of the controlled process principles, which makes it very much applicable to the control of transportation systems.

a neuro-fuzzy controller is developed for predictive feedback control.The controller is developed for a test network, and its effectiveness will be evaluated using simulation.The study is also expected to result in the development of a prototype neuro-fuzzy controller for the on-line management of transportation systems. focus will be on exploring the feasibility of implementing a neuro-fuzzy controller for predictive feedback control. In this approach, an ANN will be used to predict future travel time, and a fuzzy controller will then try to balance the predicted travel times (as obtained from the NN) on the alternate routes between a given O-D pair.

Select Test Network:
The main criteria will be would be the availability of a calibrated transportation model for the network, since this would ensure that Origin-Destination, along with basic geometric and traffic data, are available.

Develop CORSIM Model for the Test Network
a CORSIM model will be developed for the test network which will be used in the study to represent the real-world and also for evaluating the fuzzy controller.

Develop the Predictive NN Model
A NN model is developed for predicting network traffic conditions.use of a predictive NN model might be quite advantageous as the transport systems are quite complex. given the ability of NNs to approximate nonlinear functions

Develop the Fuzzy Logic Controller
There are three methods:
1)the controller is designed to emulate a human controller
2)based upon designing a heuristic fuzzy controller
3)the traffic network is modeled as a fuzzy system, and the controller is designed based upon the analysis of that system.

Evaluate the Effectiveness of the Developed Controller
effectiveness of the developed controller is evaluated by computing the time savings resulting from the use of the controller.
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[Electrical Fan]

Abstract
It is observed that the most accidents occur due to the driver s ignorance of traffic and safety rules for avoiding accidents we use various techniques in this paper the major technique which was used here is artificial intelligence system. In general, vehicle monitoring, tracking and such activities are done using separate systems and they require mechanical force as input. Speed is monitored using speedometer and for controlling speed mechanical force is required to decelerate it. Fuel level monitoring, proximity detection, battery monitoring, etc requires separate system.

This paper uses GPS (global positioning system), speedometer, gradient operators, image analyzers, traffic light detector, monitoring systems and so on. Gradient operators are used for edge detection. But the practical implementation of controlling road accidents is some what difficult when the system approaches a new source other than a driver. Thereby this paper gives a solution for road accidents with the practical possibilities.
By using some simple logics and by applying some efforts human lives can be saved and while comparing to the damaged vehicles in accidents the necessary equipments cost is lower. The uses of this paper are to save human lives and also to avoid damage to vehicles.

For more details just post here.

[nidheesh]

i want a detailed report about the topic "accident control technique based on artificial intelligence system

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i want a detailed report about the topic"accident control technique based on artificial intelligence"

[jogendar]

hi
you can read more on 'accident control technique based on artificial intelligence system' from thwe below thread.

http://seminarsprojects.net/Thread-accid...telligence

[ratanroy86]

you can read more about 'accident control technique based on artificial intelligence system' from the below thread.

http://seminarsprojects.net/Thread-accid...telligence

[POPOOLA MIKE]

Hi swapnil,
visit this thread for full details of your topic:
http://seminarsprojects.net/Thread-accid...nce-system

[saju.kv]

The pdf in the above report has some details. You can use the information and the info from other sources for making the report

[rahul7891]

hello can u please me send report and ppt for this topic asap??? please sir..