Wuhan China Star Optoelectronics Semiconductor Display Technology Co., Ltd.

Wuhan University

Huazhong University of Science and Technology

Ming Xiang

Yigang He

Liulu He

Lei Wang

Hui Zhang

Xing Ming

Shoucheng Wang

Lie Li

Bolun Du

Yonghui Zhang

Yingying Zhao

Tingting Liu

A wind power prediction method and system for optimizing a deep Transformer network by whale optimization algorithm are disclosed. The sequence data of wind power and related influence factors are taken as sample data which is divided into a training set and a test set, where the data is trained and predicted by a Transformer network model established according to values of the initialized hyper-parameters, and an average absolute error of wind power prediction is taken as a fitness value of each whale group. A local optimal position is determined according to the initial fitness value of individual whale group, and the current optimal position is updated by utilizing whale group optimization, and the best prediction effect is obtained by comparing the local optimal solution with the global optimal solution. An optimal hyper-parameter combination is obtained after multiple iterations of the whale optimization algorithm, and the wind power is predicted.

Wind power prediction method and system for optimizing deep transformer network

A circuit health state prediction method and system based on an integrated deep neural network are provided and relates to a technique for predicting a power electronic circuit failure. The invention serves to identify and diagnose a health state of a simulation circuit based on historical data by using an integrated deep neural network, and the method includes: carrying out parameter aging simulation experiments for different devices; extracting a series of time domain features of output signals through a temporal transformation method, and establishing health indices of the devices based on an improved angular similarity; predicting a health state of the simulation circuit in degeneration by using CAE and LSTM-RNN; and predicting validity of the circuit health state prediction method by referring to relevant evaluation indices. The invention is capable of effectively predicting the health state of the simulation circuit and is highly accurate and easy to implement.

Circuit health state prediction method and system based on integrated deep neural network

An array substrate and a manufacturing method thereof, wherein the array substrate includes a substrate; an active layer disposed on the substrate; a gate insulating layer disposed on the active layer; a gate disposed on the gate insulating layer; and a protection region dispose between the active layer and the gate, wherein the protection region is disposed on two sides of the gate and disposed on a same layer as the gate insulating layer.

Array substrate having protection region on same layer as gate insulating layer and manufacturing method thereof

A display unit, a display unit manufacturing method, and an organic light emitting diode display device are provided. The display unit includes: a substrate; a thin film transistor layer disposed above the substrate; an anode metal layer disposed above the thin film transistor layer; a pixel definition layer disposed above the anode metal layer; a light emitting structure disposed above the pixel definition layer. The pixel definition layer includes a first lamination layer and a second lamination layer disposed above the first lamination layer. Desiccants are distributed evenly in the second lamination layer.

Display unit, display unit manufacturing method and organic light emitting diode display device with desiccants

A method for treatment of a liver disease, the method including administering kinsenoside to a patient in need thereof.

Method for treating liver disease with kinsenoside

A method of manufacturing a display panel, the display panel, and a display device are provided. The method includes forming a first via hole within a gate insulating layer and a dielectric layer of the display panel, forming an auxiliary electrode within the first via hole and on the dielectric layer, forming an inorganic insulating layer on the auxiliary electrode, and forming a cathode on the inorganic insulating layer. The cathode, the inorganic insulating layer, and the auxiliary electrode form a capacitance. The method maintains stability of a cathode voltage of the display panel, thereby improving uniformity of brightness of the display panel.

Method of manufacturing display panel, display panel, and display device

A method of fabricating an array substrate, an array substrate, a display panel, and a display device are provided. In an embodiment, a gate insulating layer above a channel region is doped with fluorine atoms. Since a fluorine-containing inorganic layer can absorb hydrogen atoms, it can block hydrogen atoms from diffusing downward into a metal oxide semiconductor, thereby avoiding affecting electrical properties of thin film transistors. Simultaneously, only a metal is required to use as a metal gate layer, which simplifies process and reduces production costs.

Array substrate manufacturing using fluorine and hydrogenation processes

A method for manufacturing an OLED display panel is provided. The method includes steps of providing an array substrate; forming an OLED function layer including a first common layer, an organic light-emitting layer, and a second common layer on the array substrate; forming a first opening at a location near to the organic light-emitting layer using a first laser; forming a thin-film encapsulation layer on the OLED function layer; forming a second opening at a location corresponding to the first opening using a dry etching technique, the second opening passing through an inorganic layer of the thin-film encapsulation layer and at least one inorganic layer of the array substrate, and being connected to the first opening; and forming a perforated hole in the substrate at a location corresponding to the second opening using a second laser, thereby producing a through-hole in the OLED display panel.

OLED display panel and method for manufacturing same

An organic electrogenerated light-emitting diode device, manufacturing method, and display device thereof are provided. The method comprises: a first organic common layer and a first light-emitting layer are formed in a pixel region of the array substrate. A opening area of different organic light-emitting material layers are set by adjusting a distance between the fine metal mask and the array substrate, the opening area is proportional to the distance between the fine metal mask and the array substrate. At least a second light-emitting layer is formed on the first light-emitting layer.

Growing community of inventors

Hubei, China

Ming Xiang