BattCurrent = Experiment.Results(1).BattCurrent__A_;
CellVolt = Experiment.Results(1).CellVolt__V_;
SOC = Experiment.Results(1).SOC__0_1_;
CellTemperature = Experiment.Results(1).CellTemperature__K_;
NumberOfChargeProcedures = Experiment.Results(1).NumberOfChargeProcedures____;
AgeingCapacity = Experiment.Results(1).AgeingCapacity;
X = [BattCurrent CellVolt SOC CellTemperature NumberOfChargeProcedures]';
T = [AgeingCapacity]';
[Xn,Xs] = mapminmax(X);
[Tn,Ts] = mapminmax(T);
net = network;
net.name = 'Test';
net.numInputs = 1;
net.numLayers = 3;
net.biasConnect = [1; 1; 1];
net.inputConnect(1,1) = 1;
net.layerConnect(2,1) =1;
net.layerConnect(3,2) =1;
net.layerConnect(1,3) =1;
net.outputConnect(1,3) = 1;
net.layers{1}.size = 15;
net.layers{1}.transferFcn = 'tansig';
net.layers{1}.initFcn = 'initnw';
net.layers{1}.name = 'Hidden Layer 1';
net.layers{2}.size = 15;
net.layers{2}.transferFcn = 'tansig';
net.layers{2}.initFcn = 'initnw';
net.layers{2}.name = 'Hidden Layer 2';
net.layers{3}.size = 1;
net.layers{3}.transferFcn = 'purelin';
net.layers{3}.initFcn = 'initnw';
net.layers{3}.name = 'Output';
net.layerWeights{1,3}.delays = [1];
net.initFcn = 'initlay';
net.performFcn = 'mse';
net.trainFcn = 'trainbr';
net.divideFcn = 'dividerand';
net.plotFcns = {'plotperform','plottrainstate'};
view(net)
