Why can't I run my code? (tfest function)

I can run this code below in Matlab Online. But when I run this code in Matlab application, it resulted in error.

M2 = tfest(data_training,sys_init_T1);

Error using tfest

Not enough input arguments.

How can I fix this problem? I'm so confused

x = readtable('data_thermal_pulse.txt');
time = x.Var1;
T1 = x.Var2-x.Var2(1);
input = x.Var4;
Ts = 0.07;
data = iddata(T1,input,Ts);
data_training = data(1:round(0.5*size(data,1)),:);
data_testing = data((round(0.5*size(data,1)))+1:end-1,:);

sys_T1 = idtf(NaN,[1 NaN],'ioDelay',NaN);
M1 = tfest(data_training,sys_T1);

sys_init_T1 = idtf(NaN,[1 NaN],'ioDelay',NaN);
sys_init_T1.Structure.num.Value = 0.0040;
sys_init_T1.Structure.num.Minimum = 0.0001;
sys_init_T1.Structure.den.Value = [1 0.01];
sys_init_T1.Structure.den.Minimum = [1 0.001];
sys_init_T1.Structure.ioDelay.Value = 1.96;
sys_init_T1.Structure.ioDelay.Minimum = 0.01;
sys_init_T1.Structure.ioDelay.Maximum = 2.04;
M2 = tfest(data_training,sys_init_T1);

Answer 1

[Sulaymon Eshkabilov]

Here it is running ok:

x = readtable('data_thermal_pulse.txt');
time = x.Var1;
T1 = x.Var2-x.Var2(1);
input = x.Var4;
Ts = 0.07;
data = iddata(T1,input,Ts);
data_training = data(1:round(0.5*size(data,1)),:);
data_testing = data((round(0.5*size(data,1)))+1:end-1,:);

sys_T1 = idtf(NaN,[1 NaN],'ioDelay',NaN);
M1 = tfest(data_training,sys_T1)

M1 =
  From input "u1" to output "y1":
                   0.003866
  exp(-1.96*s) * ------------
                 s + 0.009965
 
Continuous-time identified transfer function.

Parameterization:
   Number of poles: 1   Number of zeros: 0
   Number of free coefficients: 2
   Use "tfdata", "getpvec", "getcov" for parameters and their uncertainties.

Status:                                                   
Estimated using TFEST on time domain data "data_training".
Fit to estimation data: 90.13%                            
FPE: 0.0001156, MSE: 0.0001156                            
 

sys_init_T1 = idtf(NaN,[1 NaN],'ioDelay',NaN);
sys_init_T1.Structure.num.Value = 0.0040;
sys_init_T1.Structure.num.Minimum = 0.0001;
sys_init_T1.Structure.den.Value = [1 0.01];
sys_init_T1.Structure.den.Minimum = [1 0.001];
sys_init_T1.Structure.ioDelay.Value = 1.96;
sys_init_T1.Structure.ioDelay.Minimum = 0.01;
sys_init_T1.Structure.ioDelay.Maximum = 2.04;
M2 = tfest(data_training,sys_init_T1)

M2 =
  From input "u1" to output "y1":
                   0.003869
  exp(-2.04*s) * ------------
                 s + 0.009975
 
Continuous-time identified transfer function.

Parameterization:
   Number of poles: 1   Number of zeros: 0
   Number of free coefficients: 2
   Use "tfdata", "getpvec", "getcov" for parameters and their uncertainties.

Status:                                                   
Estimated using TFEST on time domain data "data_training".
Fit to estimation data: 90.16%                            
FPE: 0.0001151, MSE: 0.000115                             
 

[Wirote Tippimarnporn]

This is my result

[升 毕]

I also run this code without error on matlab2021b and 2018b. M1 and M2 is the same as @Sulaymon Eshkabilov

Answer 2

[Star Strider]

Run this from a script or your Command Window:

which tfest -all

/MATLAB/toolbox/ident/ident/tfest.m

It should give you this identical result. If it shows anything else, that is likely the problem. The solution is to re-name any other scripts, variables, or functions that are not in the System Identification Toolbox to something that makes sense in the context you are using them in, and do not overshadow any MATLAB functions.

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