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1. 发明授权

US08306928B2 System for maintaining and analyzing manufacturing equipment and method thereof 有权
标题翻译：用于维护和分析制造设备的系统及其方法
公开(公告)号：US08306928B2
公开(公告)日：2012-11-06
申请号：US12360234
申请日：2009-01-27
申请人： Chun-I Chu , Ching-Shun Chen , Tze-Chin Chou
发明人： Chun-I Chu , Ching-Shun Chen , Tze-Chin Chou
IPC分类号： G06Q30/00 , G07B15/02
CPC分类号： G06N99/005 , G05B17/02 , G05B23/0243
摘要： A system and a method are used for maintaining and analyzing manufacturing equipment. The system includes an embedded forecast device (EFD) configured in the manufacturing equipment and a server in communication with the EFD. The EFD is built in with a feature extraction (FE) algorithm and a forecast model (FM), so as to obtain a real time data of the manufacturing equipment and carry out forecasts on the manufacturing equipment to generate a forecast result. The server has various types of FE algorithms and modeling algorithms, which are selected and combined by a user for training and building a required FM and setting related parameters. The embedded forecast device also has a novelty detection model (NDM), which is capable of informing the server to retrain the models when the manufacturing equipment fails and then to update the FM and the NDM of the embedded forecast device.
摘要翻译：使用系统和方法来维护和分析制造设备。该系统包括在制造设备中配置的嵌入式预测设备（EFD）和与EFD通信的服务器。 EFD内置有特征提取（FE）算法和预测模型（FM），以获得制造设备的实时数据，并对制造设备进行预测，以产生预测结果。服务器具有各种类型的FE算法和建模算法，由用户选择和组合，用于训练和构建所需的FM并设置相关参数。嵌入式预测设备还具有新颖性检测模型（NDM），能够通知服务器在制造设备故障时对模型进行再训练，然后更新嵌入式预测设备的FM和NDM。

2. 发明申请

US20100152878A1 SYSTEM FOR MAINTAINING AND ANALYZING MANUFACTURING EQUIPMENT AND METHOD THEREOF 有权
标题翻译：用于维护和分析制造设备的系统及其方法
公开(公告)号：US20100152878A1
公开(公告)日：2010-06-17
申请号：US12360234
申请日：2009-01-27
申请人： Chun-I Chu , Ching-Shun Chen , Tze-Chin Chou
发明人： Chun-I Chu , Ching-Shun Chen , Tze-Chin Chou
IPC分类号： G06F15/18 , G06F17/00
CPC分类号： G06N99/005 , G05B17/02 , G05B23/0243
摘要： A system and a method are used for maintaining and analyzing manufacturing equipment. The system includes an embedded forecast device (EFD) configured in the manufacturing equipment and a server in communication with the EFD. The EFD is built in with a feature extraction (FE) algorithm and a forecast model (FM), so as to obtain a real time data of the manufacturing equipment and carry out forecasts on the manufacturing equipment to generate a forecast result. The server has various types of FE algorithms and modeling algorithms, which are selected and combined by a user for training and building a required FM and setting related parameters. The embedded forecast device also has a novelty detection model (NDM), which is capable of informing the server to retrain the models when the manufacturing equipment fails and then to update the FM and the NDM of the embedded forecast device.
摘要翻译：使用系统和方法来维护和分析制造设备。该系统包括在制造设备中配置的嵌入式预测设备（EFD）和与EFD通信的服务器。 EFD内置有特征提取（FE）算法和预测模型（FM），以获得制造设备的实时数据，并对制造设备进行预测，以产生预测结果。服务器具有各种类型的FE算法和建模算法，由用户选择和组合，用于训练和构建所需的FM并设置相关参数。嵌入式预测设备还具有新颖性检测模型（NDM），能够通知服务器在制造设备故障时对模型进行再训练，然后更新嵌入式预测设备的FM和NDM。

3. 发明授权

US07916928B2 Real-time dispenser fault detection and classificaition method 有权
标题翻译：实时分配器故障检测和分类方法
公开(公告)号：US07916928B2
公开(公告)日：2011-03-29
申请号：US11785506
申请日：2007-04-18
申请人： Tsu-Kuang Yang , Ho-Shin Li , Ching-Shun Chen , Hsien-Po Hsiesh
发明人： Tsu-Kuang Yang , Ho-Shin Li , Ching-Shun Chen , Hsien-Po Hsiesh
IPC分类号： G06K9/00 , G06K9/62 , G06K9/32
CPC分类号： H05K3/305 , H05K1/0269 , H05K2203/0126 , H05K2203/163 , Y02P70/613
摘要： A real-time dispenser fault detection and classification method for monitoring adhesive dots dispensed on a substrate by a dispenser includes dispensing adhesive on the substrate by the dispenser so as to form a plurality of adhesive dots on the substrate, capturing images formed on the substrate by the adhesive dots as soon as the adhesive dots are formed on the substrate, and comparing topology data of the images with predetermined topology data based on a predetermined comparison rule so as to create data about the operation condition of the dispenser.
摘要翻译：用于通过分配器监测在基板上分配的粘合剂点的实时分配器故障检测和分类方法包括通过分配器在基板上分配粘合剂，以在基板上形成多个粘合点，通过一旦粘合剂点形成在基板上，并且基于预定的比较规则将图像的拓扑数据与预定的拓扑数据进行比较，以便产生关于分配器的操作条件的数据，则粘合剂点。

4. 发明申请

US20080159617A1 Real-time dispenser fault detection and classificaition method 有权
标题翻译：实时分配器故障检测和分类方法
公开(公告)号：US20080159617A1
公开(公告)日：2008-07-03
申请号：US11785506
申请日：2007-04-18
申请人： Tsu-Kuang Yang , Ho-Shin Li , Ching-Shun Chen , Hsien-Po Hsiesh
发明人： Tsu-Kuang Yang , Ho-Shin Li , Ching-Shun Chen , Hsien-Po Hsiesh
IPC分类号： G06K9/00
CPC分类号： H05K3/305 , H05K1/0269 , H05K2203/0126 , H05K2203/163 , Y02P70/613
摘要： A real-time dispenser fault detection and classification method for monitoring adhesive dots dispensed on a substrate by a dispenser includes dispensing adhesive on the substrate by the dispenser so as to form a plurality of adhesive dots on the substrate, capturing images formed on the substrate by the adhesive dots as soon as the adhesive dots are formed on the substrate, and comparing topology data of the images with predetermined topology data based on a predetermined comparison rule so as to create data about the operation condition of the dispenser.
摘要翻译：用于通过分配器监测在基板上分配的粘合剂点的实时分配器故障检测和分类方法包括通过分配器在基板上分配粘合剂，以在基板上形成多个粘合点，通过一旦粘合剂点形成在基板上，并且基于预定的比较规则将图像的拓扑数据与预定的拓扑数据进行比较，以便产生关于分配器的操作条件的数据，则粘合剂点。

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