The invention discloses a self-operated sleeve regulating valve, which comprises a valve body, a sleeve, a valve spool, a valve cover, a valve rod, a vertical column, a regulating spring, sealing packing, a packing gland, a thrust ball bearing, an upper pressing plate, an actuator, a spring seat, a packing gasket, a regulating disk, a regulating pad and a connector. A valve cavity is arranged in the valve body, the sleeve and the valve spool matched with the sleeve are mounted in the valve cavity, the valve spool is fixed to the lower end of the valve rod and is capable of vertically moving in the sleeve, the valve cavity is divided into an upper cavity and a lower cavity when the valve spool and the sleeve are sealed, the upper end of the valve rod penetrates through the upper pressing plate and is connected with a push rod of the actuator, and the pressure of the upper valve cavity and the lower valve cavity is balanced under the combined action of the sleeve, the valve spool and the actuator. The self-operated sleeve regulating valve has the advantages of simple and compact structure, high adjustable and controllable pressure, capability of setting online non-interference regulation and the like, and is applicable to automatic regulation and control for the pressure of process pipelines with gas, liquid, steam and the like with pressure needing to be regulated to be higher than or equal to 0.5Mpa.