Abstract: The present invention relates to the cross field of smart grid and artificial intelligence, provides a non-intrusive load monitoring method and device based on physics-informed neural network, comprising the following steps: Step 1, obtaining a total load data and an equipment load data of a building in a certain period of time, and using a sliding window method to cut to construct a training data. Step 2, designing a deep learning neural network model to learn the equipment load characteristics contained in the total load data, and outputting the equipment load forecasting. Step 3, based on a physics-constrained learning framework, training the deep learning neural network model by iteratively optimizing the training loss to obtain a trained physics-informed neural network model. Step 4, monitoring the equipment's power consumption in the building according to the output results of the physics-informed neural network model.

Abstract: The disclosure provides a method for manufacturing a semiconductor package assembly, which results in a semiconductor package assembly with a more even distributed stress concentrations, reduced solder crack occurrences and limited solder filler joint connections.

Abstract: A first device may transmit a first symbol for a second device and a second symbol for a third device. The first device may generate a first dictionary and a second dictionary that satisfy a complementary rule. The first device may modulate the first symbol onto an entry from the first dictionary to produce first modulated data and may modulate the second symbol onto an entry from the second dictionary to produce second modulated data. The first device may generate a third symbol as a joint modulation of the first and second modulated data and may transmit the third symbol using a resource element. The second device may decode the third symbol based on the first dictionary to recover the first symbol. The third device may decode the third symbol based on the second dictionary to recover the second symbol. Privacy may be maintained between the second and third devices.

Abstract: Methods, systems, and devices for memory system logical unit number (LUN) procedures are described. A memory system may receive an indication to convert a LUN for storing LBAs associated with an application from a first type to a second type, where the second type is associated with a higher performance defragmentation process than the first type. The memory system may perform defragmentation on data associated with the LUN based on converting the LUN to the second type. The memory system may determine whether the LBAs stored in the LUN are ordered based on the defragmentation, and the memory system may operate (e.g., execute) the application based on the LBAs being ordered.

Abstract: According to the disclosure a semiconductor package assembly is proposed, at least including: a lead metallic frame; a semiconductor die structure being mounted on a die pad of the lead metallic frame; at least a first bond clip connected with the semiconductor die structure; at least a further bond clip connected with the die pad of the lead metallic frame via a solder junction; and the die pad is provided with at least one recess near the connection with the at least further bond clip for accommodating solder for the solder junction. The disclosure also pertains to a method for manufacturing such a semiconductor package assembly.

Abstract: Provided is a blood collection tube sorting and centrifugal balancing device including a body frame. A vacuum blood collection tube mechanism, a centrifugal balancing tube mechanism, a sorting mechanism, a scanning identification mechanism, a test tube transporting mechanism, and a collection box are arranged on the body frame. The vacuum blood collection tube mechanism and the centrifugal balancing tube mechanism are parallelly arranged on an upper part of the body frame. The scanning identification mechanism is connected to the vacuum blood collection tube mechanism. The sorting mechanism is connected to the vacuum blood collection tube mechanism and the centrifugal balancing tube mechanism at two ends of the sorting mechanism, respectively. The test tube transporting mechanism is connected to the centrifugal balancing tube mechanism. The collection box is disposed in a middle part of the body frame and located directly below the vacuum blood collection tube mechanism.

Abstract: Disclosed herein are anti-PD-L1 antibodies and antigen-binding fragments thereof, fusion proteins comprising a first domain comprising an anti-PD-L1 antibodies or an antigen-binding fragment thereof and a second domain comprising a fragment of TGF?RII that binds TGF? or a variant thereof, as well as polynucleotides that encode such antibodies or fusion proteins. Disclosed herein are also their uses in treatment of diseases such as cancers.

Abstract: Various embodiments of the teachings herein include an environment prediction method based on a target available model. An example method comprises: generating a training sample based on predetermined environment data; using the training sample to perform training based on a fluid dynamics model and a Gaussian simulation model, to obtain a target available model; and based on real environment data, using the target available model to determine a real environment prediction value of a time-related pollution concentration sequence for a calibration position.

Abstract: A semiconductor device package and a method for manufacturing the same is provided. The semiconductor device package includes a semiconductor die having an electronic component integrated thereon and having a die terminal that is electrically connected to the electronic component, a stress relief substrate fixedly and electrically connected to the die terminal, and a clip lead. The substrate is configured to provide an electrical short between the clip lead and the die terminal. The stress relief substrate may form an interface between the clip lead and the semiconductor die and can thereby reduce stress exerted on the semiconductor die by the clip lead.

Abstract: Disclosed is a method for processing a voice signal applicable to a terminal. The method can include: receiving a first voice signal; sending the first voice signal to a server in response to determining that the first voice signal includes a preset wake-up word; and receiving a second voice signal in response to receiving an acknowledgement result from the server, and responding to an interaction instruction corresponding to the second voice signal in a live streaming room.

Abstract: This disclosure relates to a new package concept that eliminates the need for epoxy or epoxy solder used in traditional clip/lead frame-based power packages. The disclosure overcomes this disadvantage in clip-based packages by depositing the interconnect structure directly to the bod pads. The formation of the interconnect done at lower temperature leads to lower stress induced onto the die. Another advantage of the present disclosure is that semiconductor dies packaged using a method according to the present disclosure will have smaller footprint as the pads are directly built up/deposited. Another advantage of the method according to the present disclosure is that it allows large scale, i.e., panel level processing. Such a panel may include multiple ICs, or transistor or any other semiconductor devices.

Abstract: An electronic package and method for manufacturing is provided. The package includes an electronic component having a terminal, a solidified molding compound encapsulating the electronic component, a lead including an inner and a mounting portion. The molding compound includes a first recess at or near a perimeter of a bottom surface of the mounting portion, exposing a portion of a bottom surface of the inner portion arranged near the mounting portion, and/or a second recess at the perimeter of the bottom surface of the mounting portion, the second recess exposing a portion of a side surface of the mounting portion extending between the top and the bottom surface of the mounting portion. The package provides more exposed lead space for a larger solder covering area using the first and/or second recess. Thus, solder strain accumulation is reduced or mitigated, and reliability of the electronic package can be enhanced.

Abstract: Methods, systems, and devices for improved implicit ordered command handling are described. For instance, a memory device may receive, from a host device, a first command and a second command. The memory device may determine whether a first memory operation associated with the first command and a second memory operation associated with the second command are to be performed in an order relative to each other based on a first time when the first command is received relative to a second time when the second command is received. The memory device may select whether to perform a first memory access procedure or a second memory access procedure based on whether the first memory operation and the second memory operation are a same type of memory operation and on whether the first memory operation and the second memory operation are to be performed in the order relative to each other.

Abstract: The present invention is directed to a transgenic soybean plant having increased oleic acid content comprising a polynucleotide comprising a fatty acid thioesterase (FAT) related promoter that functions in the soybean plant operably linked to a polynucleotide encoding a polypeptide having FAT activity. The invention is further directed to a method of increasing oleic acid content of a soybean plant comprising transforming a soybean plant with a polynucleotide comprising a fatty acid thioesterase (FAT) related promoter that functions in the soybean plant operably linked to a polynucleotide encoding a polypeptide having FAT activity.

Abstract: A nonlinear resonance model-based active filtering crane steel rope resonance elimination control method, including: constructing a two-dimensional dynamic model of a bridge crane according to a Lagrange's equation; constructing a steel wire rope-motor nonlinear resonance model to detect a harmonic; and eliminating the harmonic by means of active filtering. The present disclosure makes in-depth study on positioning of a crane and intelligent control of an anti-swing and resonance elimination control system and uses active filtering to eliminate resonance between a heavy object and the steel wire rope, thereby reducing a swinging angle and achieving the rapid resonance elimination and anti-swing effect. The active filtering technology can quickly and effectively detect a resonance current so as to effectively suppress resonance between the heavy object and the steel wire rope, and further helps a controller quickly and accurately position a trolley to further improve anti-swing performance.

Abstract: A method for storing emission rights for point and nonpoint source pollution based on internet of things is provided. In the method, agricultural nonpoint source pollution is monitored based on internet of things; monitoring data of the agricultural nonpoint source pollution is collected and processed; data on migration of the agricultural nonpoint source pollution is analyzed, and an emission reduction amount of storable nonpoint source pollution of the agricultural nonpoint source pollution is calculated; and the emission reduction amount of storable nonpoint source pollution is added to a regional emission rights storage system as reserve emission rights. In this way, the emission reduction amount of nonpoint source pollution can be allocated to industrial point source pollution, and it is possible to combine agricultural nonpoint source pollution emission reductions and industrial point source pollution emissions, to achieve free distribution therebetween.

Abstract: A modeling method is provided. The modeling method includes: extracting multiple pieces of logging data corresponding to a plurality of logging characteristic parameters at different drilling depths of a sample well, based on a logging information of the sample well; marking the different drilling depths based on a lost circulation information of the sample well to distinguish lost circulation points and non-lost circulation points; and classifying the lost circulation points and the non-lost circulation points by adopting a random forest algorithm, based on the plurality of logging characteristic parameters and the multiple pieces of marked logging data at the different drilling depths, to establish a plurality of corresponding relations between the logging characteristic parameters and a lost circulation or non-lost circulation result, so as to obtain a diagnosis model.

Abstract: A nonlinear resonance model-based active filtering crane steel rope resonance elimination control method, including: constructing a two-dimensional dynamic model of a bridge crane according to a Lagrange's equation; constructing a steel wire rope-motor nonlinear resonance model to detect a harmonic; and eliminating the harmonic by means of active filtering. The present disclosure makes in-depth study on positioning of a crane and intelligent control of an anti-swing and resonance elimination control system and uses active filtering to eliminate resonance between a heavy object and the steel wire rope, thereby reducing a swinging angle and achieving the rapid resonance elimination and anti-swing effect. The active filtering technology can quickly and effectively detect a resonance current so as to effectively suppress resonance between the heavy object and the steel wire rope, and further helps a controller quickly and accurately position a trolley to further improve anti-swing performance.

Abstract: An information processing method, a server, and a computer storage medium are provided. The method includes: generating a first information identification code according to first information, the first information representing an information source; providing the first information identification code to a terminal; receiving a first request from the terminal and allowing a terminal user of the terminal to follow an information service, the first request carrying the first information; and recording the first information and tracking and obtaining conversion information of the information source according to the first information.