Abstract: The present disclosure provides an array substrate and a manufacturing method thereof, and a display apparatus. The array substrate includes a plurality of gate lines (20) and a plurality of data lines (50) disposed on a base substrate (11), the plurality of gate lines (20) extend along a first direction, the plurality of data lines (50) extend in a second direction, the plurality of gate lines (20) and the plurality of data lines (50) are intersected to define a plurality of sub-pixels, the sub-pixel includes a thin film transistor (10), a pixel electrode (80) and a common electrode (90), the common electrode (90) in one sub-pixel is connected with the common electrode (90) in the adjacent sub-pixel through a common connection portion (110).

Abstract: Energy storage converter and an energy storage system. First cavity of housing is configured to include first region and second region which are arranged along first direction, an airflow generation apparatus can generate first airflow flowing through first region and second airflow flowing through second region, and first airflow and second airflow both flow in from first side of first cavity and flow out from second side of first cavity, so that first region can be subjected to heat management by using first airflow, and second region can be subjected to heat management by using second airflow. Average heat generation of devices arranged in first region is greater than an average heat generation of devices arranged in second region, more of first airflow can flow into and flow out of first channel defined by cover by arranging cover in first region, heat management effect is improved.

Abstract: A power conversion system includes at least a liquid cooling member, a plurality of devices, an air cooling assembly, and a plurality of heat pipes. The liquid cooling member has a liquid cooling channel, the liquid cooling member has a first side and a second side opposite to each other in a first direction, and the first side has a plurality of mounting regions. The plurality of devices are arranged in the plurality of mounting regions. The air cooling assembly is disposed on the first side. The air cooling assembly includes an airflow generating member and a heat dissipation member located on an airflow path generated by the airflow generating member. The plurality of heat pipes are arranged in the plurality of mounting regions.

Abstract: Disclosed are a power conversion system (PCS) and an energy storage system. The PCS includes: a thermal management component having a fluid passage, and having a first side and a second side opposite to each other along a first direction; a plurality of elements disposed on the first side; and an air-cooling module disposed on the first side. The air-cooling module includes a fan and a radiator, the radiator includes a main body portion and a plurality of insertion members arranged at intervals, the main body portion is located on a path of an airflow generated by the fan, the insertion members are disposed on a side of the main body portion facing the thermal management component along the first direction.

Abstract: A power conversion system includes a housing, a liquid cooling plate, and a circuit board assembly. The housing defines a receiving chamber, and has a first and second openings in fluid communication with the receiving chamber. The liquid cooling plate is disposed in the receiving chamber and has a flow channel, a first and second cooling room formed on the flow channel. The liquid cooling plate is in fluid communication with an inlet pipeline and an outlet pipeline. The inlet and the outlet pipelines are in fluid communication with the flow channel, respectively. The inlet and outlet pipelines extend out of the receiving chamber through the first opening and the second opening, respectively. The circuit board assembly is connected to the liquid cooling plate at one side of the liquid cooling plate, and includes a circuit board, a first and second heat-generating components electrically connected to the circuit board.

Abstract: An embodiment includes receiving trace data by a receiving interface of an anomaly detection system, the trace data queued in a start node queue and an end node queue. The embodiment includes issuing an instruction via an interface of the anomaly detection system, the instruction executing to provision a data store comprising the start node queue and the end node queue. The embodiment includes executing a modifying instruction modifying a start trace in the start node queue and an end trace in the end node queue to result in a grouped trace for an interval, grouped by a relationship between the start trace and the end trace. The embodiment includes executing a quota metric instruction to determine a quota metric for the interval from the grouped trace based on an uncompleted transaction count, to determine whether an anomaly, comprising a change in the trace data exists in the trace data.

Abstract: A hybrid electro-hydraulic load sensing system and a control method are provided. A hybrid actuator of the hybrid electro-hydraulic load sensing system includes a second hydraulic actuator and a load balancing actuator. A battery is connected to a power source through a first inverter and the load balancing actuator through a second inverter. The power source is connected to a load sensing pump, the load sensing pump is connected to a first hydraulic actuator through a first control valve and connected to a second hydraulic actuator through a second control valve, and a first pressure sensor and a second pressure sensor are disposed at an inlet and an outlet of the second hydraulic actuator respectively. A control device is connected to the first pressure sensor, the second pressure sensor, a third pressure sensor, a motor of the load balancing actuator and one oil control assembly.

Abstract: Completion of data gaps in a dataset is provided and includes retrieving first input data that includes one or more metrics associated with one or more user devices. One or more rules are applied to the first input data and the first input data is classified into a set of groups based on the application of the one or more rules. A presence of a first multiplicative relationship between a first metric of the one or more metrics and a second metric of the one or more metrics is determined and the second metric is modified based on the determination of the presence of the first multiplicative relationship. Based on the modified second metric, a first portion of a training dataset is generated and outputted.

Abstract: A pixel structure, a display panel and a display device are provided. The pixel structure includes a substrate, and a first pixel, a first TFT and a first gate line that are located on one side of the substrate. The first TFT and the first pixel are connected through a first connection line. The first TFT is electrically connected to the first gate line. The pixel structure also includes: a first compensation structure. The first compensation structure is connected to each of the first TFT and the first pixel. A length direction of the first compensation structure is consistent with a length extension direction of the first gate line. The first compensation structure and the first gate line are arranged in a same layer and are not connected.

Abstract: The present disclosure relates to the technical field of energy storage, and provides a power conversion system which has at least improved heat dissipation efficiency. The power conversion system includes a housing, partitions, a heat sink, and a fan assembly. A first partition divides a high-voltage compartment in the housing into upper and lower high-voltage compartments arranged vertically. A second partition and a third partition divide a low-voltage compartment in the housing horizontally into upper, middle, and lower low-voltage compartments sequentially arranged from top to bottom.

Abstract: An array substrate, a driving method and a display device are provided. The array substrate includes a driving module, a plurality of scanning lines, a plurality of data lines and a plurality of pixels. Two scanning lines are arranged between two adjacent rows of subpixels, and two columns of subpixels are arranged between two data lines. In a same row of subpixels, the subpixels electrically coupled to a same data line have at least two colors. In adjacent rows of subpixels, at least two subpixels electrically coupled to a same data line have a same color. The driving module is configured to control, within a display frame, that an overlapping time period and a non-overlapping time period are included between active time periods of the scanning signals provided by at least two scanning lines enabled sequentially.

Abstract: A computer-implemented method for synchronizing computational models across different nodes in a computer system is presented. A processor set splits a computational model to generate a number of model sets for a number of nodes in the computer system. The processor set receives a request to update the computational model for the number of nodes in the computer system. The processor set collects a set of first increment data for the number of nodes. The processor set identifies a subset of sub-models based on the set of first increment data. The subset of sub-models is retrained to generate a number of updated models using the set of first increment data as training data. The processor set updates the computational model based on the number of updated models. The processor set synchronizes sub-models in different nodes based on the number of updated models.

Abstract: Completion of data gaps in a dataset is provided and includes retrieving first input data that includes one or more metrics associated with one or more user devices. One or more rules are applied to the first input data and the first input data is classified into a set of groups based on the application of the one or more rules. A presence of a first multiplicative relationship between a first metric of the one or more metrics and a second metric of the one or more metrics is determined and the second metric is modified based on the determination of the presence of the first multiplicative relationship. Based on the modified second metric, a first portion of a training dataset is generated and outputted.

Abstract: A driving module includes N driving circuits connected in series; the driving circuit includes an input terminal; N is a positive integer; input terminals of first a stages of driving circuits included in the driving module are electrically connected to an initial voltage line; a is a positive integer; an input terminal of an nth stage of driving circuit included in the driving module is electrically connected to an output terminal of an (n?m)th stage of driving circuit included in the driving module through an input cascade line; n and m are positive integers, and m is less than n; the driving module further includes at least one connection line, there is an overlapping portion between an orthographic projection of the connection line on the base substrate and an orthographic projection of the initial voltage line on the base substrate.

Abstract: A test method and system based on a variable combination time sequence function coverage are provided, where the method includes: constructing a variable combination time sequence function coverage structure, and using the variable combination time sequence function coverage structure as a random constraint; determining a random seed of each value range of each variable in the variable combination time sequence function coverage structure; sequentially obtaining a time point as a current time point based on a time sequence of the variable combination time sequence function coverage structure; obtaining a value segment of each variable at the current time point from the variable combination time sequence function coverage structure, to form a variable combination structure at the current time point; and for the variable combination structure at the current time point, generating a random excitation of each variable to perform testing in a current scenario.

Abstract: Noisy data parsed from raw data can be received. The noisy data indicates first transaction events determined to be noise in the raw data. Using the noisy data, a first detection model can be trained to assign anomaly event indicators to second transaction events. The first detection model can receive an anomaly record. The anomaly record can indicate at least a portion of anomalous transaction events identified in runtime data. The first detection mode can assign the anomaly event indicators to the anomalous transaction events. The anomaly event indicators can indicate levels of severity of the anomalous transaction events identified in the runtime data.

Abstract: A light control panel, having a dimming area and a peripheral area surrounding the dimming area; wherein the light control panel includes a first substrate and a second substrate oppositely disposed, and a first liquid crystal layer therebetween; the first substrate includes a signal connecting line on the first base substrate; the signal connecting line includes a first signal sub-line and a second signal sub-line which are electrically connected together and in different layers; a connecting position between the first signal sub-line and the second signal sub-line is in the peripheral area; and the slot at a position corresponding to the connecting position between the first signal sub-line and the second signal sub-line is formed with a protrusion, and an orthographic projection of the slot on the first base substrate overlaps an orthographic projection of the first signal sub-line on the first base substrate.

Abstract: An array substrate and a display apparatus. The array substrate includes: a base substrate including a display region, the display region includes multiple sub-pixel regions arranged in an array, colors of the sub-pixel regions in the same row are the same, at least two adjacent sub-pixel regions in the same column are one pixel region, and colors of the sub-pixel regions in the same one pixel region are different; multiple gate lines at row gaps of the sub-pixel regions, where one gate line is coupled with one row of the sub-pixel regions; multiple data lines at column gaps of the sub-pixel regions; and a barrier wall that is close to the abutment.

Abstract: Provided in the disclosure are an array substrate and a display device. The array substrate includes: a base substrate having a display region; pixel electrode groups arranged in an array in the display region, where each of the pixel electrode groups includes a first pixel electrode and a second pixel electrode, and first pixel electrodes and second pixel electrodes are alternately arranged in a row direction and a column direction separately; data lines passing through column gaps between the pixel electrode groups; connection structures located at row gaps between the pixel electrode groups and connected between the second pixel electrodes and the data lines; common electrode lines passing through column gaps within the pixel electrode groups each; and compensation structures located at the row gaps between the pixel electrode groups and coupled to the first pixel electrodes.

Abstract: Provided are a display substrate and a display device. The first display region includes at least two domains spaced apart in the first direction and a first space between the at least two domains, the second display region includes at least two domains spaced apart in the first direction and a second space located between the at least two domains of the second display region; each pixel units further includes a discharge line and a common electrode strip, the discharge line includes a first conductive part and a second conductive part, the first conductive part is at the first space, the second conductive part is at the second space, the common electrode strip is at an edge of the first display region adjacent to the data lines, and no common electrode strip is arranged on an edge of the second display region adjacent to the data lines.