Air conditioner with an artificial intelligence
AssigneeLG Electronics Inc.
InventorJonghoon Chae
Life of this patent
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Abstract
Discussed is an air conditioner disposed in an indoor space. The air conditioner includes a sensor, a memory configured to store a plurality of learning results respectively corresponding to a plurality of members, and a processor configured to identify at least one member that is present in the indoor space among the plurality of members by using data acquired by the sensor, control operation of at least one of a compressor, a fan motor, or a vane motor based on the learning result corresponding to an identified member so as to adjust a set value including at least one of a set temperature, an air volume, or a wind direction, and update the learning results by using feedback on the adjusted set value.
Claims18
An air conditioner disposed in an indoor space, the air conditioner comprising:
- a compressor;
- a casing comprising a suction hole and a discharge hole;
- a fan motor installed within the casing to blow air;
- a discharge vane provided to be movable in the discharge hole;
- a vane motor configured to operate the discharge vane;
- a sensor configured to acquire data through which a plurality of members are identified;
- a memory configured to store a plurality of model parameters of a plurality of reinforcement learning models, the plurality of model parameters of the plurality of reinforcement learning models being set to correspond to the plurality of members, respectively;
- and
- a processor,
- wherein the processor is configured to:
- identify a first member and a second member different from the identified first member that are present in the indoor space among the plurality of members by using the data through which the plurality of members are identified,
- control operation of at least one of the compressor, the fan motor, or the vane motor based on a first model parameter of a first reinforcement learning model corresponding to the identified first member among the plurality of model parameters of the plurality of reinforcement learning models so as to adjust a set value, the set value comprising at least one of a set temperature, an air volume, or a wind direction, and
- change the first model parameter of the first reinforcement learning model corresponding to the identified first member based on feedback on the adjusted set value and feedback of the identified first member when operating at least one of the compressor, the fan motor, or the vane motor, and
- wherein the feedback of the identified first member includes voice or behavior of the identified first member and includes voice or behavior of the identified second member when operating at least one of the compressor, the fan motor, or the vane motor.
A method for operating an air conditioner disposed in an indoor space, the method comprising:
- acquiring data through which a plurality of members are identified;
- identifying a first member and a second member different from the identified first member that are present in the indoor space among the plurality of members by using the data through which the plurality of members are identified;
- controlling an operation of at least one of a compressor, a fan motor blowing air, or a vane motor operating a discharge vane provided to be movable in a discharge hole based on a first model parameter of a first reinforcement learning model corresponding to the identified first member among a plurality of model parameters of a plurality of reinforcement learning models to adjust a set value, the set value comprising at least one of a set temperature, an air volume, or a wind direction,
- wherein the plurality of model parameters of the plurality of reinforcement learning models are set corresponding to the plurality of members, respectively;
- and
- changing the first model parameter of the first reinforcement learning model corresponding to the identified first member based on feedback on the adjusted set value and feedback of the identified first member when operating at least one of the compressor, the fan motor, or the vane motor,
- wherein the feedback of the identified first member includes voice or behavior of the identified first member and includes voice or behavior of the identified second member when operating at least one of the compressor, the fan motor, or the vane motor.
Dependencies are inferred from the claim text.