Abstract: A rotation speed control method and system, a device, and a storage medium is provided, which is applied to a heat pump system. The heat pump system includes a throttling short tube and a compressor, both sides of the throttling short tube are provided with a temperature sensor and a pressure sensor. The rotation speed control method includes: collecting actual data of the temperature sensors and the pressure sensors, processing to obtain temperature ratio data and pressure ratio data, and obtaining a corresponding oil content prediction model through matching; obtaining predicted oil content data according to the temperature ratio data and the pressure ratio data; and controlling a rotation speed of the compressor according to the predicted oil content data.

Abstract: An apriori guidance network for multitask medical image synthesis is provided. The apriori guidance network includes a generator and a discriminator, wherein the generator includes an apriori guidance module configured to convert an input feature map into a target modal image pointing to a target domain according to an apriori feature, and the apriori feature is a deep feature of the target modal image. The generator is configured to generate a corresponding target domain image by taking the apriori feature of the target modal image and source modal image data as an input. The discriminator is configured to discriminate an authenticity of the target domain image outputted by the generator.

Abstract: The present disclosure provides methods for secure communication. In an example method, an optical line terminal (OLT) sends a first message to an optical network unit (ONU), where the first message includes a first key algorithm, a certificate of the OLT, and a public key of the OLT, and the first key algorithm is a key algorithm supported by both the OLT and the ONU. The ONU verifies the certificate of the OLT, and after the verification succeeds, the ONU determines a shared key based on the first key algorithm and the public key of the OLT. The ONU sends a second message to the OLT, where the second message includes a certificate of the ONU and a public key of the ONU. The OLT verifies the certificate of the ONU. After the verification succeeds, the OLT determines the shared key based on the first key algorithm and the public key of the ONU.

Abstract: This disclosure provides a valve stem of a needle throttle valve and the method of fabricating the same. The valve stem includes ahead part, a body part, a washer, a first solder sheet and a second solder sheet. The washer is made of metal. The first solder sheet is placed between the head part and the washer, and the second solder sheet is placed between the body part and the washer. The head part, the washer and the body part are jointed together by the melted first solder sheet and the melted second solder sheet.

Abstract: This disclosure provides a valve stem of a needle throttle valve and the method of fabricating the same. The valve stem includes ahead part, a body part, a washer, a first solder sheet and a second solder sheet. The washer is made of metal. The first solder sheet is placed between the head part and the washer, and the second solder sheet is placed between the body part and the washer. The head part, the washer and the body part are jointed together by the melted first solder sheet and the melted second solder sheet.