Abstract: One example method includes transmitting, by a client device, a request for a reduced large language model (“LLM”) to a remote server; receiving, by the client device from the remote server, and storing the reduced LLM, the reduced LLM based on a trained general LLM; receiving, by the client device, a request to generate content using the reduced LLM; providing the request to the reduced LLM; and receiving generated content from the reduced LLM based on the request.

Abstract: Systems and methods for video summary generation are disclosed. A chat and video conference provider generates a text summary for a meeting video and an audio summary based on the text summary. The chat and video conference provider determines a first set of correspondences between a first set of video portions from the meeting video and portions of the text summary based on a transcript of the meeting video. The chat and video conference provider determines a second set of correspondences between a second set of video portions from the meeting video and the portions of the text summary based on image data of the meeting video. The chat and video conference provider selects a plurality of video frames from the first set of the correspondences and the second set of correspondences to generate a video summary of the meeting video based on the audio summary.

Abstract: A method for determining the equilibrium state of a tensegrity structure includes: determining the critical bending moment that the tensegrity structure bears; calculating the tension of longitudinal tie rods; calculating the pressure of longitudinal compression members; calculating the tensile lengths and the unstressed lengths of the longitudinal tie rods; calculating the compressed lengths and the unstressed lengths of the longitudinal compression members; calculating the forces and the radial deformations of annular compression members; and calculating the positioning lengths and the manufacturing lengths of the longitudinal tie rods and the longitudinal compression members.

Abstract: An equipment control method, applied to a mobile terminal, includes: positioning, in response to the mobile terminal pointing to equipment to be controlled in which an external ultra-wideband positioning device is installed, the external ultra-wideband positioning device, the external ultra-wideband positioning device having a binding relationship with the equipment to be controlled; determining the equipment to be controlled that is bound to the external ultra-wideband positioning device based on the binding relationship, in response to positioning to the external ultra-wideband positioning device; and retrieving and displaying a control interface of the equipment to be controlled that matches the equipment to be controlled.

Abstract: Example methods and systems facilitate user actions during a chat session on an online chat platform. A client device is installed with a chat and video conference application. The chat and video conference application includes a machine learning (ML) model. The client device receives a chat message during a chat session and identifies an action item from the chat message using the ML model. One or more GUI elements can be generated associated with a functionality of an application corresponding to the action item. A GUI element can be activated to invoke the functionality of the application.

Abstract: Systems and methods for recommending communication channels and generating content for next-step communication are disclosed. A communication analytics platform accesses project metadata and communication data associated with a project. The communication analytics platform determines a recommendation of one or more communication channels for next-step communication for the project based on the project metadata and the communication data. The communication analytics platform generates content for the next-step communication using a generative artificial intelligence (AI) model based on the project metadata and the communication data. The communication analytics platform provides the recommendation of one or more communication channels and the generated content to a user associated with the project.

Abstract: A method for estimating a voltage support strength of a renewable energy grid-connected power system. A first short-circuit ratio index of a renewable energy grid-connected power system is determined based on a short-circuit capacity provided for a grid connection point by an alternating-current system, An equivalent grid connection capacity of renewable energy at the grid connection point is determined. A second short-circuit ratio index of the renewable energy grid-connected power system is determined based on a voltage variation at a position where the renewable energy is connected to the grid connection point. A critical short-circuit ratio of the renewable energy grid-connected power system determined based on a parameter of the alternating-current system and an equivalent maximum transmission power.

Abstract: Disclosed is a method for training an abnormal-detection model based on an improved denoising autoencoder, including: acquiring an original image; generating a rectangular frame according to a preset range of a resolution ratio, by the improved denoising autoencoder, and occluding the original image by the rectangular frame, wherein the resolution ratio is a ratio of a resolution of an occlusion area formed by the rectangular frame to a resolution of the original image; filling random noise in the rectangular frame to obtain a noised image, by the improved denoising autoencoder; and performing constraint learning on the original image and the noised image, by the abnormal-detection model, to implement training of the abnormal-detection model. Because a learning task is more complex, it is helpful to alleviate identity mapping, and detection performance of the model is improved. The present application further provides an apparatus, a device, and a readable storage medium thereof.

Abstract: A device control method and an apparatus are provided. The device control method, applied to a main control device, includes: receiving a control instruction; sending a first signal to candidate controlled devices according to the control instruction; receiving second signals sent by the candidate controlled devices in response to the first signal, where the second signal carries a transmit power value of the candidate controlled device; determining a candidate controlled device corresponding to a minimum signal attenuation value as a target controlled device according to received power values for receiving the second signals by the main control device and the transmit power values of the candidate controlled devices carried in the second signals; and sending the control instruction to the target controlled device.

Abstract: A method for identifying a dominant overvoltage of a high-proportion new energy power system includes the following operations. A voltage amplitude of a new energy terminal and a voltage amplitude of an alternating-current (AC) bus at any moment after faults of the new energy terminal and the AC bus are cleared, are determined. An overvoltage limit ratio is determined according to a ratio of the voltage amplitude of the new energy terminal to the voltage amplitude of the AC bus. A critical overvoltage limit ratio is determined. A maximum new energy terminal voltage value and a maximum AC bus voltage value bearable for the new energy terminal and the AC bus are determined respectively. Identification of a dominant voltage safety constraint is performed and an identification result is determined.

Abstract: Disclosed are a three-dimensional wildfire monitoring and control system and method for a power transmission corridor. The system includes: a wildfire-induced trip risk assessment module, for assessing, when a wildfire is detected in a power transmission corridor, a wildfire-induced trip risk in real time so as to determine whether to issue a wildfire warning; an online wildfire monitoring device layout planning module, for generating an online wildfire monitoring device layout plan for transmission lines based on the wildfire-induced trip risk, a blind spot of satellite monitoring and importance levels of the transmission lines; and a three-dimensional power transmission corridor wildfire monitoring and warning module, adopting multi-source satellites and drones, and realizing three-dimensional wildfire monitoring of the power transmission corridor by monitoring through online wildfire monitoring devices provided according to the layout plan, the multi-source satellites and the drones.

Abstract: Systems and methods for reducing collisions of transmission data for a first subscriber (e.g., a voice subscriber) with transmission data for a second subscriber (e.g., a data subscriber) at a dual sim dual active (DSDA) user equipment (UE) are described herein. A DSDA UE may be configured to implement a modified skipUplinkTxDynamic feature that avoids collisions by buffering transmission data of the data subscriber and sending a (later) scheduling request (SR) for a grant for that data. A DSDA UE may regulate data subscriber transmissions to avoid a transmission duration for the voice subscriber. A DSDA UE may reduce certain transmissions for a voice subscriber (subject to a block error rate (BLER) threshold for the voice subscriber) to lower the probability of collision. A DSDA UE may operate a data subscriber and a voice subscriber in the same cell to avoid collisions due to RF tuning and/or relative slot overlap.

Abstract: A skin layer of a superconducting tape has a woven mesh structure and is disposed on a surface of a superconducting tape. The skin layer of a superconducting tape solves the problem where a vapor layer generated when a superconductor is in a normal resistive state greatly reduces the efficiency of a heat exchange between the superconductor and liquid nitrogen. Further provided are the superconducting tape and a superconducting coil.

Abstract: Disclosed is a lampwick plug assembly, including an LED lampwick, a plug and a plug body; the plug body is plugged in the inner side of a through hole and is configured to fix the LED lampwick on the plug, the LED lampwick includes LED filament, and the LED filament is packaged with a conductive wire matching the resistance value. The lampwick plug assembly provided in the present disclosure can simplify the plug structure and reduces the production cost through a simple plug and plug body structure. The LED lampwick is fixed on the plug through the plug body, which facilitates the installation and mass production. In the structure, the resistor is packaged inside the LED filament, eliminating relevant structure and process of fixing the resistor, such that the structure can be widely used in the manufacturing process of existing LED bulbs.

Abstract: A massage chair relates to the technical field of passive exercise equipment. It includes a seat and a driving device arranged under the seat. The driving device includes a base plate, a connecting frame, an up-and-down vibration device and a four-bar linkage device. A connecting rod is fixed on the bottom of the seat, and the connecting rod is hinged with the connecting frame. The up and down vibration device and the four-bar linkage device are set on the base plate, and the bottom of the up-and-down vibration device is connected with the connecting frame. Through the setting of the up-and-down vibration device, the bottom bracket of the massage chair can drive the massage chair to realize the overall up-and-down vibration action. Meanwhile, the four-bar linkage device ensures that the seat can be stably supported by the connecting frame, and at the same time, the four-bar linkage device can ensure that the vibration frequencies at the four fulcrum positions are consistent.

Abstract: A diaplasis detection apparatus, a diaplasis detection system, a diaplasis data processing method and a diaplasis data processing apparatus are provided. The diaplasis detection apparatus includes: a glove body, where a plurality of positions on the glove body is provided with pressure sensors respectively, and the plurality of positions include positions on the glove body corresponding to a position on a palm used to fix a force applied part and a position on the palm used to perform traction and diaplasis on the force applied part to when the diaplasis is performed by using the glove body; a data collection circuit connected to each pressure sensor and configured to collect a pressure signal, and a transmission circuit configured to acquire the pressure signal and transmit the pressure signal to a processing apparatus.

Abstract: A solid composite additive manufacturing method for high-performance structural component includes: the rod-shaped raw material of solid composite additive is heated to a solid solution temperature, wherein the rod-shaped raw material is prepared by casting method; the rod-shaped raw material of the solid composite additive after solid solution is loaded into the extrusion die and extruded into a set shape; The raw materials of the extruded solid composite additive are laid on the base plate layer by layer according to the track by rolling or other pressure connection methods to form the prefabricated billet of the solid composite additive. The prefabricated billet is processed by numerical control to obtain metal part. The solid composite additive manufacturing method refines the grain, breaks the oxide film, and improves the mechanical properties of the structural component.

Abstract: A terminal software upgrade method can be applied to a terminal that is installed with a near-field communication sensing circuit. The terminal software upgrade method can include: in response to a distance between a near-field communication instruction writing circuit and the terminal reaching an effective communication distance of a near-field communication, writing instruction information sent by the near-field communication instruction writing circuit into the near-field communication sensing circuit, wherein the instruction information comprises at least boot-up instruction information and upgrade configuration information; and controlling the terminal to boot up via the near-field communication sensing circuit, based on the boot-up instruction information, and upgrading software of the terminal based on the upgrade configuration information.

Abstract: An electronic device receives an indication of a number of physical resource blocks and subcarrier spacing of at least a portion of a transmission channel and determines a dynamic transmission bandwidth, or receives an indication of a modulation coding scheme of the transmission channel and determines a modulation order. The electronic device transmits, using a transmitter, a signal over at least the portion of the transmission channel based on the dynamic transmission bandwidth being less than or equal to a threshold bandwidth, or the modulation order not corresponding to an additional power backoff, using a first power based on a maximum output power capacity of the electronic device and a maximum power reduction. Otherwise, the electronic device transmits the signal over at least the portion of the transmission channel at a second power based on the maximum output power capacity, the maximum power reduction and the additional power backoff.

Abstract: Provided is a superconducting coil having a spiral structure for a current limiter. The coil includes: a first superconducting tape, a second superconducting tape, and an insulating isolation layer, where the first superconducting tape and the second superconducting tape have spiral structures, an end of the first superconducting tape at a spiral center is connected to an end of the second superconducting tape at the spiral center, the instating isolation laser is filled between the first superconducting tape and the second superconducting tape, and a spacing between the first superconducting tape and the second superconducting tape gradually increases from the spiral center to an outer spiral periphery.