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EMS in EnergyPlus: problem with the logistic regression equation

I'm using EMS to set a logistic regression equation and predict the window status in the simulation. However, when I include the entire equation (B0 + B1 * RH + B2 * CO2 + B3 * Top * RH), the windows remain always closed (0). I tried changing the parameters, and the window status varied between 0 and 1 with these equations:

B0 + B1 * RH + B1 * CO2 + B1 * Top * RH

B0 + B1 * RH + B2 * CO2 + B1 * Top * RH

B0 + B1 * RH + B3 * CO2 + B1 * Top * RH

If I replace B1 with B2 or B3 in the interction with Top*RH or if I remove that part of the equation (B0 + B1 * RH + B2 * CO2), the window stays closed the whole time as well.

My input objects for 'EnergyManagementSystem:Program' are:

Thank you for any help!

EMS in EnergyPlus: problem with the logistic regression equation

I'm using EMS to set a logistic regression equation and predict the window status in the simulation. However, when I include the entire equation (B0 + B1 * RH + B2 * CO2 + B3 * Top * RH), the windows remain always closed (0). I tried changing the parameters, and the window status varied between 0 and 1 with these equations:

B0 + B1 * RH + B1 * CO2 + B1 * Top * RH

B0 + B1 * RH + B2 * CO2 + B1 * Top * RH

B0 + B1 * RH + B3 * CO2 + B1 * Top * RH

If I replace B1 with B2 or B3 in the interction with Top*RH or if I remove that part of the equation (B0 + B1 * RH + B2 * CO2), the window stays closed the whole time as well.

My input objects for 'EnergyManagementSystem:Program' are:

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Thank you for any help!

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