Design of Artificial Neural Network Controller for Continually Stirred Tank Heater - open to bidding

$30-250 USD

Cancelled

Posted

over 9 years ago

$30-250 USD

Paid on delivery

Process control systems use controllers with adjustable settings which control and coordinate the process operations over a wide range of operating conditions. The classical control theory is the basis for the development of simple automatic control systems using P, PI, and PID controllers. In conventional control, linear approximation of the plant properties itself has some disadvantages, like, linear approximation becomes computationally impractical, if the plant is very complex and highly dynamic and also there are difficulties in adapting itself to changing plant parameters. To overcome the limitations of the conventional and other controllers, the work has been started towards the development of artificial neural network (ANN) based intelligent controllers in the recent times. In this paper neurocontrol techniques are implemented to a process systemcontinually stirred tank heater (CSTH). The artificial neural networks can be feasibly implemented for real-time control implementations and its performance is better than conventional control methods.

Algorithm

Electrical Engineering

Electronics

Mathematics

Matlab and Mathematica

Project ID: 6849140

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4 proposals

Remote project

Active 9 yrs ago

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4 freelancers are bidding on average $241 USD for this job

@crucifige

I am an electrical engineer and PhD student at control engineering. I have depth experience on Matlab, control systems and ANN. If you can provide me further details, we can discuss on your control system.

$250 USD in 4 days

4.9

(171 reviews)

6.6

@yadavom1990

Hi, The total Estimated cost that I have mentioned is not final cost. First let's discuss about your project then we can finalize the cost. I have worked on a similar project which was "prediction of water discharge through a dam with the previous observations, used ANN theory " I can provide you the sample on demand. I am having 2 years of experience in mechanical design in National Wind Tunnel Facility, IIT Kanpur. I am having sound experience in working with CATIA, AUTOCAD, ANSYS, ABAQUS, MATLAB and other softwares needed for design. I have designed number of aerospace models for NWTF, IIT Kanpur for wind tunnel testing. What I can provide you better are: 3D modeling, drafting Surface modeling Simulation of the design Structural and Thermal Analysis Basic design calculations I believe, I can help you in this project and can provide a quality work as per your expectations. Please go through my design portfolio and profile. If you find my credentials matching with your requirement, lets discuss about all the aspects of this project. Thanks & Regards, Om Prakash Yadav

$222 USD in 4 days

4.6

(22 reviews)

4.9

@mamdouhmaitah

i did same work, check my review, if that fine i can start within 48 i just need one week to do the metion after send me more details

$333 USD in 3 days

4.8

(10 reviews)

4.8

@TheAVashe

ANN is a self-learning mechanism and not a decisive construct. To tune a PID controller it can learn values from previous used cases but to make it predict values or optimize just ANN is not sufficient. Yes, conventional mathematical approaches like LPP wont get any solution here. I'd like you to share the paper that you have tried to describe here. Thanks.

$160 USD in 5 days