baber/WOPTO huggingface dataset:
Patent WO-2020164090-A1 (WO)
Inventor: XU GAOWEI
IPC: B60W30/08
Filed: 2019-02-15
Abstract: Certains exemples de la présente invention concernent un procédé, un appareil, et un véhicule de prédiction de trajectoire. Le procédé consiste : à obtenir des données de capteur concernant un objet environnant un véhicule provenant d'au moins un capteur installé sur le véhicule (502) ; à entrer les données de capteur obtenues dans un prédicteur hybride constitué d'une pluralité de prédicteurs dotés chacun d'un poids attribué par le prédicteur hybride, la pluralité de prédicteurs comprenant au moins un prédicteur d'espace libre et un prédicteur basé sur un modèle de route (504) ; à donner, par chaque prédicteur de la pluralité de prédicteurs, en ce qui concerne un instant actuel, ses propres prédictions pour une période de temps prédéfinie à partir de l'instant actuel en fonction de données de capteur historiques provenant dudit capteur (506) ; à déterminer, par le prédicteur hybride, une fiabilité de chaque prédicteur de la pluralité de prédicteurs (508) ; à délivrer en sortie, par le prédicteur hybride, des prédictions hybrides pondérées concernant la période de temps prédéfinie à partir de l'instant actuel en fonction des prédictions respectives données par chaque prédicteur de la pluralité de prédicteurs et de la fiabilité de chaque prédicteur de la pluralité de prédicteurs, tout en attribuant un poids supérieur au prédicteur ayant donné la meilleure prédiction audit instant précédent (510) ; et à fournir une trajectoire prédite basée sur les prédictions hybrides pondérées (512).
Patent WO-2020124779-A1 (WO)
Title: Working condition state modeling and model correction method
Inventor: SHANG WENLI
IPC: G06K9/62
Filed: 2019-02-21
Abstract: Disclosed is a working condition state modeling and model correction method, comprising: collecting data, and arranging the data according to a time sequence to form a time series data set; preprocessing the time series data set; clustering the preprocessed time series data set, and calculating a central point data set of the clustering to generate a working condition data set and a working condition process data set; performing statistics on a working condition transition probability with regard to the working condition process data set to form a working condition transition probability model data set; collecting data, and detecting and processing the data; and calculating a working condition state transition mode segment by segment and processing same. On the basis of a statistics based modeling method, by introducing a priori knowledge of experts, an established model is corrected step by step, such that the scope of the model covers the entire system working condition state, the problem of low coverage rate of a mechanism analysis modeling method and the statistics-based modeling method is solved, and the model can serve as an input of an abnormal working condition diagnosis method and can effectively improve the accuracy of abnormality diagnosis.
Patent WO-2019192270-A1 (WO)
Inventor: RONG HUA
IPC: A63F13/55
Filed: 2019-02-25
Abstract: 一种在增强现实中控制虚拟控制对象移动的方法、装置及终端。该方法包括：在控制设备当前的图像采集范围内生成虚拟移动区域；在虚拟移动区域内生成虚拟控制对象；根据控制设备的现实移动调整虚拟移动区域中虚拟控制标识的位置，并通过虚拟控制标识的位置引导虚拟控制对象进行虚拟移动。
Patent WO-2019242341-A1 (WO)
Title: Rrc非活跃状态下的数据传输方法、装置、终端及设备
Inventor: ZHOU YE
IPC: H04W36/00
Filed: 2019-03-13
Abstract: 本公开提供一种RRC非活跃状态下的数据传输方法、装置、终端及设备。该方法包括：若获取到第二节点设备发送的恢复终端上下文请求消息，则响应恢复终端上下文请求消息，向第二节点设备发送包括有至少一分组数据汇聚协议PDCP协议数据单元PDU的接口消息；其中，第二节点设备为处于RRC非活跃状态的终端的当前服务节点，第一节点设备为终端的锚点节点。
Patent WO-2020133757-A1 (WO)
Inventor: XU PAN
IPC: G09G3/20
Filed: 2019-03-26
Abstract: 一种显示器的驱动方法，其中该显示器（200）包括：一缺口显示屏（2），其中该缺口显示屏（2）之一横向边缘具有一缺口(notch)（20）；以及多条平行排列之横向的扫瞄线(gate line)G及多条平行排列之纵向的数据线(data line)D，其中多条扫瞄线G及多条数据线D位于缺口显示屏(2)下方且互相交叉形成多个画素P，且其中该扫瞄线G包括通过缺口（20）之多条第一扫瞄线Ga与通过除了缺口（20）横向延伸部分以外之缺口显示屏（2）下方之多条第二扫瞄线Gb。该显示器（200）的驱动方式包括：当驱动多条第一扫瞄线Ga时，提供一第一公共电压(VCOM 1)给多个画素P；以及当驱动多条第二扫瞄线Gb时，提供一第二公共电压(VCOM 2)给多个画素P，其中第二公共电压(VCOM2)不同于第一公共电压(VCOM 1)。
Patent WO-2020198983-A1 (WO)
Inventor: WU ZUOMIN
IPC: H04W72/04
Filed: 2019-03-29
Abstract: 本申请实施例提供一种用于非授权频谱的无线通信方法及装置、通信设备，该方法包括：第一设备通过第一信道占用时间COT内的第一传输机会，向第二设备发送第一信息，其中，所述第一传输机会对应的信道接入方案是根据第二传输机会确定的，所述第二传输机会为所述第一COT内所述第一传输机会之前的最近一次传输机会，所述第一COT是所述第一设备获得的COT或所述第二设备获得的COT。
Patent WO-2019201132-A1 (WO)
Inventor: LIU TINGLIANG
IPC: H01L51/52
Filed: 2019-04-10
Abstract: 一种封装结构（100）和显示装置，该封装结构（100）包括：沿所述封装结构（100）的厚度方向依次层叠设置的第一无机层（10）、第一有机层（30）以及第二无机层（20），所述第一无机层（10）和所述第二无机层（20）中至少一层为防裂层（40）。
Patent WO-2020206737-A1 (WO)
Title: 显示面板和电子设备
Inventor: ZENG WEIJING
IPC: H01L27/32
Filed: 2019-04-24
Abstract: 一种显示面板和电子设备，所述显示面板包括多个薄膜晶体管，所述薄膜晶体管包括：第一金属层（114）和第二金属层（118）、有源区、栅极介质层（130）、栅极金属层（140）、层间介质层（150）、源区金属层（164）和漏区金属层（162）。所述有源区包括沟道区（120）、源区（122）和漏区（124）；所述源区金属层（164）通过通孔与所述源区（122）和所述第一金属层（114）电连接，所述漏区金属层（162）通过通孔与所述漏区（124）和所述第二金属层（118）电连接。
Patent WO-2020007106-A1 (WO)
Inventor: DUAN JIANXIN
IPC: A61K31/66
Filed: 2019-04-26
Abstract: 埃夫索胺(TH-302)或其类似物对于特定基因变异的细胞具有特异性的抑制作用，具体而言就是DNA修复受损的细胞，该细胞或组织至少有BRCA1、BRCA2、FANCD1、FANCD2、ATM、ATR、CHEK1、CHEK2、CTP、BARD1、BRIP1、PALB2、RAD51D、RAD51C、RAD52、RAD54、RAD55、RAD57、FAM175、NBN、Rad50、MER11、p53、NBS1、XRS2、XRCC2、XRCC3、ERCC1、ERCC2、ERCC3、ERCC4、XRCC1、Ku80、MHS6、MGMT、PARP或ERCC5中一个基因突变或更多个基因突变。为此提供了埃夫索胺(TH-302)或其类似物在治疗上述特定基因变异的癌症患者的肿瘤、癌症疾病中的医药用途。
Patent WO-2019214579-A1 (WO)
Title: Display substrate and manufacturing method therefor, and display panel and display apparatus
Inventor: WEN ZHIBO
IPC: H01L27/32
Filed: 2019-05-06
Abstract: The present invention relates to the technical field of display, and relates to a display substrate and a manufacturing method therefor, and a display panel and a display apparatus. The display substrate comprises a base substrate (01), a gate layer (02), a gate insulating layer (03), a source/drain layer (04), and a shielding layer (05); the gate layer (02), the gate insulating layer (03), the source/drain layer (04), and the shielding layer (05) are sequentially arranged along a direction away from the base substrate (01); the side of the shielding layer (05) away from the base substrate (01) is provided with a protrusion structure (051), and an orthographic projection of the protrusion structure (051) on the base substrate (01) is overlapped with a target orthographic projection (21); the target orthographic projection (21) comprises: a portion in which the orthographic projection of the gate layer (02) on the base substrate (01) is overlapped with the orthographic projection of the source/drain layer (04) on the base substrate (01). The display panel provided in the present invention has high quality, and is applicable to display apparatuses.
Patent WO-2020010916-A1 (WO)
Inventor: YU KAI
IPC: F24F13/22
Filed: 2019-05-14
Abstract: 一种空调外机的排水系统及包括该排水系统的空调，空调外机的排水系统包括用于排出外机底盘积水的水泵（1），还包括用于带动水泵（1）升降的升降装置，以使水泵（1）在工作状态时，水泵（1）的吸水口（2）位于积水的液面以下，在非工作状态时，水泵（1）的叶轮脱离积水。解决了空调停机后，室温低于0℃时，水泵（1）的叶轮被冻结，导致水泵（1）无法启动甚至被卡死烧坏的问题。
Patent WO-2020232678-A1 (WO)
Inventor: GU SHIQUN
IPC: H01L25/00
Filed: 2019-05-22
Abstract: The embodiments of the present application provide a method for manufacturing 3DIC chip and 3DIC chip, wherein the manufacturing method includes: detecting a first die wafer, and screening out the effective wafer in the first die wafer as a first wafer; preparing an interconnect layer on the surface of the first wafer; fixing a second wafer on the surface of the interconnect layer; the signal line is provided in the interconnect layer, the signal line is coupled with the first wafer and/or the second wafer. Using the above method to manufacture 3DIC chip can improve the product yield of 3DIC chip, and reduce the process cost of 3DIC chip.
Patent WO-2020124958-A1 (WO)
Inventor: LIU KAI
IPC: G06F8/65
Filed: 2019-05-29
Abstract: A firmware upgrading method, comprising: when a firmware upgrade instruction triggered on the basis of a wired controller is received, a device to be upgraded corresponding to the firmware upgrade instruction is determined (S100); it is determined whether the wired controller is currently connected to an external memory (S200); when the wired controller is currently connected to an external memory, then on the basis of a target device type corresponding to the device to be upgraded, the external memory is queried to determine whether a target upgrade file matching the target device type is present in upgrade files in the external memory (S300); and if such a file is present, then on the basis of the target upgrade file, a firmware upgrade operation is executed for the device to be upgraded (S400). Further disclosed are a firmware upgrading apparatus and a computer readable storage medium. Correct determination of a target upgrade file and upgrading of firmware on the basis of a target device type of a device to be upgraded is made possible, thus making possible one-button upgrading of the device to be upgraded, simplifying operations by field staff, reducing the probability of upgrade errors, and improving user user experience.
Patent WO-2019228529-A1 (WO)
Inventor: WEI PEI
IPC: G03F7/20
Filed: 2019-05-31
Abstract: 本申请公开了一种照明系统、曝光系统及光刻设备，其中，照明系统包括：光源，位于光源出光侧的光束调整模块以及设置在光源与光束调整模块之间的偏振态调节模块，光束调整模块包括锥镜组，锥镜组上镀有光学膜层，光学膜层对s光和p光的透过率不同；偏振态调节模块包括波片，波片与垂直照明光束光轴的平面具有第一夹角，设置为将照明光束的偏振态由线偏振改变为部分偏振，使所述光瞳在水平和竖直方向均具有能量分布，从而改变所述光瞳的椭圆度。
Patent WO-2020228090-A1 (WO)
Inventor: XIA JINGSONG
IPC: H04W16/10
Filed: 2019-06-14
Abstract: 一种基于增强邻频的白频谱优化利用方法，通过获取可使用的白频谱频点并根据它邻频授权信号的覆盖范围与白频谱使用设备的覆盖范围之间的关系分别对上和/或下邻频进行对应的补偿，使得白频谱使用设备达到最多可选频点和最大发射功率的同时不影响现有的邻频授权信号。本发明通过分别增强白频谱频点的邻频的电视广播或者其余授权信号的发射强度，使得运行在该白频谱频点的白频谱使用设备能满足预定发射功率和覆盖需求的同时，不恶化原邻频授权信号的覆盖范围和接收。
Patent WO-2020140403-A1 (WO)
Inventor: JIN GE
IPC: G06F16/35
Filed: 2019-06-24
Abstract: Cette invention concerne un procédé et un appareil de classification de texte, un dispositif informatique, et un support de stockage lisible par ordinateur, se rapportant au domaine technique de la classification de texte. Le procédé comprend les étapes consistant à : obtenir un corpus pour une classification de texte, et effectuer une segmentation de mots sur le corpus au moyen d'un mode prédéfini de façon à obtenir des segments de mots chinois (S210) ; effectuer une incorporation de mots sur les segments de mots chinois de façon à convertir les segments de mots chinois en vecteurs de mots (S220) ; extraire des caractéristiques des vecteurs de mots à l'aide d'un réseau neuronal convolutif en combinaison avec une fonction d'attention de façon à obtenir des caractéristiques de vecteur de mots des vecteurs de mots (S230) ; relier les caractéristiques de vecteur de mots au moyen d'un mode de liaison totale de façon à obtenir des données de sortie (S240) ; et classifier les données de sortie au moyen d'un classificateur de façon à obtenir un résultat de classification de texte (S250).
Patent WO-2021016987-A1 (WO)
Inventor: LIAO Se-Chun
IPC: C07C39/21
Filed: 2019-08-01
Abstract: L'invention concerne un composé pharmaceutique TG1 (2, 3, 5, 4'-tétrahydroxy-trans-stilbène) et une nouvelle utilisation de celui-ci pour le traitement du cancer colorectal. Le composé pharmaceutique a la structure de formule I. Chaque variable dans la formule I et la méthode de traitement sont détaillées dans la description.
Patent WO-2020038344-A1 (WO)
Title: Method and device for audio and video synchronization, and display apparatus
Inventor: WANG ZHIKUI
IPC: H04N5/04
Filed: 2019-08-20
Abstract: The present invention relates to the technical field of electronics. Disclosed in an embodiment of the present invention are a method and device for audio and video synchronization and a display apparatus capable of realizing audio and video synchronization and improving user experience. The method comprises: if it is determined that there is an output of audio and video data, buffering the audio and video data; acquiring an audio-video synchronization configuration parameter; and if the audio-video synchronization configuration parameter is less than 0, performing image processing on the image data according to the audio-video synchronization configuration parameter, delaying output of the processed image data to a display apparatus, and outputting the audio data to a power amplification apparatus.
Patent WO-2020007379-A1 (WO)
Inventor: LI FUPING
IPC: B26F1/38
Filed: 2019-08-22
Abstract: A magnetic cutting and stamping pad (33), comprising a magnetic layer (331), and the magnetic layer (331) is connected to a pad layer (332) at a side facing a pattern medium (4); the magnetic field generated by the magnetic layer (331) penetrates the pad layer (332) and the pattern medium (4), attracts a cutting blade (5), and maintains a stable position relative to the cutting blade (5); during cutting and stamping, the cutting blade (5) completely penetrates the pattern medium (4) and enters above the pad layer (332), thereby ensuring that during the cutting and stamping the cutting blade (5) completely cuts out the pattern desired. The magnetic cutting and stamping pad (33) can position the relative locations of the cutting blade (5) and the pattern medium (4). The present invention also relates to a pattern cutting and stamping machine comprising the magnetic cutting and stamping pad (33), and a cutting and stamping method. The pattern cutting and stamping machine and the cutting and stamping method produce a cut and stamped pattern, and ensure that the cutting blade can completely cut and stamp out the pattern desired at the position desired, the pattern has clear edges, and the surface of the pattern has greater height differences, thereby enhancing the three-dimensional effect of the pattern.
Patent WO-2020103528-A1 (WO)
Inventor: WU HAIQUAN
IPC: H04R1/10
Filed: 2019-09-06
Abstract: An earphone, comprising a loudspeaker base (2), a support arm (3) and an earphone correction structure (1). The loudspeaker base is arranged on a shell (10), the support arm is connected to a sliding end (21), and the correction structure comprises: a shell, an inner side wall of the shell having a first circular arc surface (11), the first circular arc surface being provided thereon with two first sliding grooves (12), and the two first sliding grooves being symmetrically arranged on both sides of the shell; a correction piece (20) having two sliding ends, the two sliding ends being provided with a second circular arc surface (221), the second circular arc surface being slidably arranged on the first circular arc surface and concentric with the first circular arc surface, the two sliding ends being respectively slidably arranged in the first sliding groove; and a limiting piece (30), which is arranged on the shell and is used to prevent the correction piece from rotating along a connecting line of the two sliding ends. By means of the design of the limiting piece, the moving arc surface of the correction piece in the shell and the first arc surface where the shell is located are arranged with the same center, so that the correction piece can rotate around a virtual rotation axis, the body of the earphone does not easily come loose, and adjustment is very flexible and easy.
Patent WO-2020134189-A1 (WO)
Inventor: HAN WEIJIE
IPC: A47J19/02
Filed: 2019-09-12
Abstract: 一种多功能果汁杯，包括杯体(10)、杯盖(20)以及过滤杯(30)，杯盖(20)可拆卸地设置在杯体(10)的敞口端，杯盖(20)内设有驱动装置和用于控制驱动装置工作的电路板，搅拌刀穿过杯盖(20)的底面与驱动装置连接，过滤杯(30)套设在搅拌刀的外侧，过滤杯(30)上端与杯盖(20)可拆卸连接。搅拌装置的底部设有过滤杯(30)，当需要粉碎一些较硬的食物时，将食物放置在过滤杯(30)内，防止食物过于分散，增加粉碎效率和粉碎效果，且过滤杯(30)也可将果蔬的残渣分离出，增加饮用口感，同时搅拌装置与过滤杯(30)可拆卸连接，客户可选择性的装放过滤杯(30)，避免果皮混入到果汁中，并且可以选择榨出带有果肉的果汁或者不带果肉的果汁，满足客户的多种需求，使用方便。
Patent WO-2020228209-A1 (WO)
Title: 显示面板
Inventor: ZHANG MING
IPC: H01L27/32
Filed: 2019-09-17
Abstract: 一种显示面板，所述显示面板具有一透明显示区域及包围所述透明显示区域的常规显示区域，其中,所述透明显示区和所述常规显示区内均包括多个子像素单元并且两个区域内的子像素密度相同，所述透明显示区域内的子像素单元的像素面积小于所述常规显示区域内的子像素单元的像素面积。
Patent WO-2021056404-A1 (WO)
Title: Fiber winding device for spinning and weaving
Inventor: WANG MINGHUI
IPC: B65H54/24
Filed: 2019-09-27
Abstract: Disclosed is a fiber winding device for spinning and weaving, the device comprising a mounting shaft (1), winding rollers (2) and an elastic limiting assembly (3), wherein the mounting shaft (1) comprises a rotating shaft part (101) and a boss part (102); the boss part (102) is arranged on the peripheral surface of the rotating shaft part (101) in the axial direction of the rotating shaft part (101); limiting grooves (1021) are provided in the boss part (102) in the radial direction of the rotating shaft part (101); a plurality of limiting grooves (1021) are provided side by side in the length direction of the boss part (102); a mounting hole (201) is provided in each winding roller (2); the shape of the mounting hole (201) matches the shape of the cross section of the mounting shaft (1); the elastic limiting assembly (3) comprises a limiting table (301), a first connecting plate (302), a guide rod (303), a second connecting plate (304), a fixing frame (305) and an elastic member (306); the limiting table (301), the first connecting plate (302), the guide rod (303) and the second connecting plate (304) are sequentially connected in a direction away from the limiting grooves (1021); the guide rod (303) penetrates the fixing frame (305) and is in sliding connection with the fixing frame (305); two ends of the elastic member (306) are respectively connected to the first connecting plate (302) and the fixing frame (305); and the fixing frame (305) is arranged on the winding rollers (2). By means of the fiber winding device for spinning and weaving, the size and the number of winding rollers (2) can be flexibly selected according to the number of fiber yarns, modular arrangement is achieved, and waste of the winding rollers (2) is reduced.
Patent WO-2021081763-A1 (WO)
Title: 屏下指纹识别装置及电子设备
Inventor: QING XIAOGANG
IPC: G06K9/00
Filed: 2019-10-29
Abstract: 本申请提供一种屏下指纹识别装置及电子设备，屏下指纹识别装置，应用于具有液晶显示屏幕和中框的电子设备，包括检测光源和指纹识别模组，检测光源位于液晶显示屏幕的保护盖板的边缘区域之下，且中框在与检测光源相对位置处设有容纳空间，检测光源至少部分位于容纳空间内且与中框贴合，以缩小电子设备的下巴区域的增加宽度，有助于电子设备的全面屏的实现。
Patent WO-2021012465-A1 (WO)
Inventor: HAN BAIXIANG
IPC: G09F9/30
Filed: 2019-11-05
Abstract: A foldable display panel, comprising: a first display area (AA-1), a second display area (AA-2), a first foldable area (B1), a third display area (AA-3), and a second foldable area (B2). The foldable display panel enables the increase of the aperture ratio of a display panel in the prior art.
Patent WO-2021042588-A1 (WO)
Title: Heat exchanger and air conditioner having same
Inventor: LI CHENGEN
IPC: F28F9/26
Filed: 2019-11-27
Abstract: A heat exchanger (100) and an air conditioner (1000) having same, the heat exchanger (100) comprising heat exchange assemblies (1) and a connection assembly (2); a heat exchange assembly (1) comprises header pipes (11), fins (12) and capillary pipes (13), an outer surface of each fin (12) having disposed thereon multiple capillary pipes (13), two ends of each capillary pipe (13) being in communication with two header pipes (11) respectively; the connecting assembly (2) is connected between two adjacent heat exchange assemblies (1), and comprises connecting elements (21) and a wind blocking element (22), the wind blocking element (22) being connected between two connecting elements (21); extension directions of header pipes (11) of different heat exchange assemblies (1) being different, and a connecting element (21) being used to connect two header pipes (11) of different heat exchange assemblies (1) which are adjacently disposed.
Patent WO-2021062935-A1 (WO)
Inventor: LIU HONGXING
IPC: C02F9/08
Filed: 2019-11-28
Abstract: Disclosed is a water purifier comprising a water purification device and a faucet (6) connected to each other by means of a water purification pipeline (100). The faucet (6) supplies purified water after raw water has been filtered by the water purification device. The water purification device comprises a plurality of filter modules connected by means of the water purification pipeline (100). At least one of the filter modules employs membrane chromatography to remove heavy metal ions. In the water purifier of the present invention, at least one filter module employs membrane chromatography to remove heavy metal ions while keeping other beneficial mineral elements, thereby reserving beneficial minerals in water.
Patent WO-2021102874-A1 (WO)
Inventor: XU SHUQIN
IPC: A61K8/29
Filed: 2019-11-29
Abstract: It relates to a sunscreen composition in form of an O/W emulsion containing at least one organic UV filter and titan dioxide (nano), having a reduced amount of UV filter(s) and an SPF greater than 50.
Patent WO-2020140685-A1 (WO)
Inventor: JIANG DAOYI
IPC: H01M4/36
Filed: 2019-12-05
Abstract: An anode active material, an anode, an electrochemical device and an electronic device using the same are provided. The anode active material includes a lithiated silicon-oxygen material and a coating layer, where there is at least a Si-O-M bond between the coating layer and the lithiated silicon-oxygen material, where M is selected from one or more of element aluminum, element boron and element phosphorus. The anode active material has high stability and is suitable for aqueous processing to be prepared into an anode.
Patent WO-2020114494-A1 (WO)
Title: Ret inhibitors, pharmaceutical compositions and uses thereof
Inventor: XIE HONGMING
IPC: A61P35/00
Filed: 2019-12-06
Abstract: Provided herein are a RET inhibitor, a pharmaceutical composition thereof and uses thereof. In particular, provided is a compound having Formula (I) or a stereoisomer, a geometric isomer, a tautomer, an N-oxide, a solvate, a metabolite, a pharmaceutically acceptable salt or a prodrug thereof. Provided is a pharmaceutical composition comprising the compound, and uses of the compound and pharmaceutical composition thereof for the preparation of a medicament, in particular for treatment and prevention of RET-related diseases and conditions, including cancer, irritable bowel syndrome, and/or pain associated with irritable bowel syndrome.
Patent WO-2021077567-A1 (WO)
Title: Procédé de détection de défaillance de dispositif, appareil de détection de défaillance de dispositif et support de stockage informatique
Inventor: XU XIAOFENG
IPC: G01H9/00
Filed: 2019-12-09
Abstract: L'invention concerne un procédé de détection de défaillance de dispositif, un appareil de détection de défaillance de dispositif et un support de stockage informatique, le procédé consistant : à transmettre un faisceau de mesure à un dispositif cible, et à capter un faisceau de détection réfléchi par le faisceau de mesure par l'intermédiaire d'un dispositif cible (11) ; à extraire un signal de vibration du faisceau de détection (12) ; à entrer le signal de vibration dans un modèle d'apprentissage de défaillance formé afin d'identifier le type de défaillance associé au signal de vibration, de façon à déterminer le type de défaillance d'un dispositif cible (13). Grâce au procédé précité, une solution de mesure de signal de vibration sans contact est utilisée, sans nécessité de chambre d'insonorisation externe, ce qui permet de détecter efficacement une défaillance de dispositif ; de plus, pendant l'inspection de qualité de grandes quantités de dispositifs, des économies en temps et en main-d'œuvre sont réalisées, ce qui permet d'améliorer l'efficacité de l'inspection de qualité.