Washing machine and method for controlling the same

1. A washing machine, comprising:

a washing tub configured to accommodate laundry therein;

a motor configured to rotate the washing tub; and

a controller configured to:

determine a laundry amount and a laundry-tangled degree by using a plurality of types of data that are measured while rotating the washing tub at a specific rotational speed,

set an allowable unbalance (UB) value corresponding to the laundry amount and the laundry-tangled degree,

determine a UB value based on rotating the washing tub during a dewatering stroke, and

control the motor to stop rotating the washing tub based on the UB value exceeding the allowable UB value.

2. The washing machine of claim 1 , wherein the controller is configured to set a different allowable UB value based on a change of one or both of the laundry amount and the laundry-tangled degree.

3. The washing machine of claim 1 , wherein the controller is configured to:

during a rinsing stroke prior to the dewatering stroke, obtain the plurality of types of data based on rotating the washing tub at the specific rotational speed in which the laundry is lifted up by a predetermined height and then falls in the washing tub.

4. The washing machine of claim 1 , wherein the controller is configured to:

input the plurality of types of data as an input value to a pre-learned Artificial Neural Network (ANN) that is configured to output the laundry-tangled degree as a result value.

5. The washing machine of claim 4 , wherein the controller is configured to, based on operation through the pre-learned ANN, determine one of a plurality of laundry-tangled degrees, the pre-learned ANN being configured to classify each of the plurality of laundry-tangled degrees into one of a plurality of steps.

6. The washing machine of claim 1 , wherein the controller is configured to:

set the allowable UB value to a first value based on the laundry-tangled degree corresponding to a first step; and

set the allowable UB value to a second value that is greater than the first value based on the laundry-tangled degree corresponding to a second step that is greater than the first step.

7. The washing machine of claim 1 , wherein the controller is configured to:

set the allowable UB value based on a UB table, the UB table comprising a plurality of allowable UB values that have been determined based on a plurality of laundry amounts and a plurality of laundry-tangled degrees, each of the plurality of laundry-tangled degrees being classified into one of a plurality of steps.

8. The washing machine of claim 7 , wherein one of the plurality of laundry amounts corresponds to the plurality of laundry-tangled degrees,

wherein the dewatering stroke comprises a plurality of dewatering operation sections, and

wherein the controller is configured to, for each of the plurality of dewatering operation sections, set a plurality of allowable section UB values according to the plurality of laundry-tangled degrees, respectively.

9. The washing machine of claim 8 , wherein the controller is configured to:

set the UB table to include the plurality of allowable section UB values, each of the plurality of allowable section UB values being associated with one of the plurality of laundry amounts and one of the plurality of laundry-tangled degrees that is output through a pre-learned ANN;

determine a section UB value based on rotating the washing tub in a rotational speed during one of the plurality of dewatering operation sections; and

interrupt the dewatering stroke based on the section UB value exceeding one of the plurality of allowable section UB values that is associated with the one of the plurality of laundry amounts and the one of the plurality of laundry-tangled degrees.

10. The washing machine of claim 1 , further comprising:

a sensor configured to detect a variation of a rotational speed of the washing tub,

wherein the controller is configured to determine the UB value based on the variation of the rotational speed of the washing tub detected during the dewatering stroke.