Method for the determination of a laundry weight in a laundry treatment appliance

1. A method for determining a laundry weight in a laundry treatment appliance, the method comprising:

selecting a laundry program in the laundry treatment appliance;

starting the selected laundry program;

sensing a plurality of parameters indicating operating conditions of the laundry treatment appliance during the laundry program and one or more characteristics of the selected laundry program; and

predicting a weight of the laundry present within the laundry treatment appliance based on the plurality of parameters by means of a data-driven soft sensor, wherein the predicting the weight includes using a supervised learning prediction.

2. The method according claim 1 , wherein the laundry treatment appliance includes a rotatable drum and a motor to rotate the drum, and wherein the plurality of parameters includes one or more parameters indicative of operating conditions of the motor of the laundry treatment appliance.

3. The method according to claim 1 , wherein the step of predicting a weight of the laundry by a supervised learning prediction includes predicting a weight of the laundry using a regression algorithm.

4. The method according to claim 3 , wherein the step of predicting a weight of the laundry using a regression algorithm includes predicting a weight of the laundry using a regularized regression algorithm.

5. The method according to claim 4 , wherein the step of predicting a weight of the laundry using a regularized regression algorithm includes predicting a weight of the laundry using a LASSO regression or a ridge regression.

6. The method according to claim 1 , wherein the laundry treatment appliance is a horizontal axis or vertical axis laundry machine or a laundry washer-dryer including a rotatable drum and, after the step of starting the select laundry program, the method includes:

performing a plurality of commutations of the drum, each commutation having an acceleration portion and a deceleration portion; and

loading water into the drum;

and the step of sensing a plurality of parameters includes:

sensing a plurality of parameters indicating operating conditions of the laundry treatment appliance during one or more commutations.

7. The method according to claim 6 , wherein the step of predicting a weight of the laundry present within the laundry treatment appliance based on the plurality of parameters by means of a data-driven soft sensor takes place before the step of loading water into the drum.

8. The method according to claim 6 , wherein the step of sensing a plurality of parameters indicating operating conditions of the laundry treatment appliance during one or more commutations includes sensing the same parameters during the execution of each commutation of a plurality of commutations.

9. The method according to claim 6 , wherein the prediction step based on the sensed parameters indicating operating conditions of the laundry during one or more commutations lasts less than a minute.

10. The method according to claim 1 , wherein the laundry treatment appliance is a laundry dryer including a rotatable drum, and the step of predicting a weight of the laundry includes determining a weight of wet laundry and a weight of dry laundry.

11. The method according to claim 10 , including, after the step of starting the laundry program, the step of blowing drying air into the drum, and the step of predicting a weight of the wet laundry is performed before the step of blowing dry air into the drum.

12. The method according to claim 1 , including the step of:

determining a duration of the selected laundry program or modifying a pre-set duration of the laundry program on the basis of the predicted weight of the laundry.

13. The method according to claim 1 , including the step of:

emitting a warning or a notice signal if the predicted weight of the laundry is above a pre-set threshold.