International Journal of Recent Trends in Engineering & Research

online ISSN

VHDL design of single neuron C-MANTEC Conn Algorithm by Using PID Controllers

Publication Date : 30/01/2018


DOI : 10.23883/IJRTER.CONF.20171225.066.E3IKP


Author(s) :

Banothu Gopala Rao , P.Madhavi.


Conference Name :
RECENT ADVANCES IN ELECTRONICS AND COMMUNICATION ENGINEERING-2017



Abstract :

Through the research on the existing C-MANTEC neural network and PID control technology, this paper presents an improved C-MANTEC algorithm based on PID control system. The combining of the artificial neural networks with conventional PID control helps in exploring their respective advantages to forming the intelligent PID control. From UCI Repository cancer dataset, the developed system is tested. The results show that the scheme can not only improve the speed of the algorithm in the training process but also improve the generalization capability of the network, which further enhances the per- formance of PID controllers. The overall power consumed is also reduced to a greater extent.


No. of Downloads :


Indexing

License

Traffic Stats

Total Visits : 6,138