Linear compressor

A linear compressor according to the present disclosure may include a piston reciprocating within a cylinder; a motor providing a driving force for the motion of the piston; a sensing unit configuredto sense a motor voltage and a motor current associated with the motor; a discharge portion provided at one end of the cylinder to regulate the discharge of refrigerant compressed in the cylinder; a control unit configured to compute at least one control parameter associated with the motion of the piston using at least one of the motor voltage and the motor current sensed by the sensing unit; anda deep learning operation unit configured to receive the control parameter, and output a compensation value associated with an absolute position of the piston using artificial neural network technology. 本发明提供一种线性压缩机，其特征在于，包括：活塞，在气缸的内部进行往复运动；电机，提供用于所述活塞运动的驱动力；检测部，检测与所述电机相关的电机电压和电机电流；吐出部，设置于所述气缸的一端，调节在气缸内部被压缩的制冷剂的吐出；控制部，利用由所述检测部检测出的所述电机电压和电机电流中的至少一个来计算与所述活塞的运动相关的至少一个控制参数；以及深度学习计算部，接收所述控制参数的输入，利用人工神经网络技术来输出与所述活塞的绝对位置相关的补偿值。