Help needed in EANN

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Muhammad Faizan Tahir
Muhammad Faizan Tahir on 25 Nov 2014
A little bit help needed as i am doing work on optimal load shedding using ensemble neural network. I am taking three inputs PG(power generation) PL(power demand, load) and df/dt (rate of change of frequency). i have generated the target which i represented by Psim. I have trained the ANN too. Now what i am doing is i have got four different output vectors by training ANN in four different ways. Lets say these outputs are ANN1,ANN2,ANN3 and ANN4. Now these four output vectors will become inputs of EANN and as far as Target is concerned, i have generated the target by taking average of all these four input vectors(ANN1, ANN2, ANN3, ANN4). Then train it again and got the EANN output. Kindly help me am i doing right? or the thing which is confusing me to which target should i compare the output of EANN. The target which i used first (when i was doing ANN) or the target which i generated by taking the average of ANN1, ANN2, ANN3 and ANN4. Kindly help me plz. Waiting for your response anxiously.

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