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1. 发明申请

US20110251708A1 METHOD FOR PLANNING PRODUCTION SCHEDULE OF EQUIPMENT AND ASSOCIATED COMPUTER READABLE MEDIUM 审中-公开
标题翻译：计算设备生产时间表和相关计算机可读介质的方法
公开(公告)号：US20110251708A1
公开(公告)日：2011-10-13
申请号：US12783510
申请日：2010-05-19
申请人： Wei-Jun Chen , Yun-Zong Tian , Yij-Chieh Chu , Yi-Feng Lee
发明人： Wei-Jun Chen , Yun-Zong Tian , Yij-Chieh Chu , Yi-Feng Lee
IPC分类号： G06F19/00
CPC分类号： G06Q10/06 , Y02P90/86
摘要： A method for planning a production schedule of equipment includes: receiving information about a material replacement of the equipment; and determining a target production schedule of the equipment according to the information about the material replacement of the equipment, wherein the target production schedule includes an idle period, and during the idle period, the equipment stops manufacturing under a normal state.
摘要翻译：一种用于规划设备生产计划的方法包括：接收关于设备的材料更换的信息; 根据关于设备的材料更换的信息来确定设备的目标生产进度，其中目标生产计划包括空闲时段，并且在空闲期间，设备在正常状态下停止制造。

2. 发明授权

US08244500B2 Method of adjusting wafer processing sequence 有权
标题翻译：调整晶圆加工顺序的方法
公开(公告)号：US08244500B2
公开(公告)日：2012-08-14
申请号：US12476559
申请日：2009-06-02
申请人： Yun-Zong Tian , Chun Chi Chen , Yi Feng Lee , Wei Jun Chen , Shih Chang Kao , Yij Chieh Chu , Cheng-Hao Chen
发明人： Yun-Zong Tian , Chun Chi Chen , Yi Feng Lee , Wei Jun Chen , Shih Chang Kao , Yij Chieh Chu , Cheng-Hao Chen
IPC分类号： G06F11/30 , G06F19/00
CPC分类号： G05B19/41865 , G05B2219/32015 , G05B2219/32016 , G05B2219/32019 , G05B2219/45031 , Y02P90/20
摘要： A method of adjusting wafer process sequence includes steps of collecting production parameters for a plurality of lots; selecting a plurality of key parameters from the production parameters, wherein the key parameters at least includes a processing sequence; defining a formula to obtain an epsilon value; categorizing the lots into groups according to the epsilon value and the minimum point number by using density-based spatial clustering of application with noise (DBSCAN); and adjusting the processing sequences of the lots in the groups. Thereby, the lots with the same process recipe can be continuously or simultaneously sent into a machine, thereby reducing replacement of process recipes or shortening machine idle time.
摘要翻译：调整晶片工艺顺序的方法包括收集多个批次的生产参数的步骤; 从所述生产参数中选择多个关键参数，其中所述关键参数至少包括处理序列; 定义公式以获得ε值; 通过使用基于密度的噪声空间聚类（DBSCAN），根据ε值和最小点数将批次分组成组。并调整组中批次的处理顺序。因此，具有相同处理配方的批次可以连续或同时发送到机器中，从而减少过程配方的更换或缩短机器空闲时间。

3. 发明授权

US08332416B2 Specification establishing method for controlling semiconductor process 有权
标题翻译：半导体工艺控制规范建立方法
公开(公告)号：US08332416B2
公开(公告)日：2012-12-11
申请号：US13004236
申请日：2011-01-11
申请人： Cheng-Hao Chen , Yun-Zong Tian , Shih-Chang Kao , Yij Chieh Chu , Wei Jun Chen
发明人： Cheng-Hao Chen , Yun-Zong Tian , Shih-Chang Kao , Yij Chieh Chu , Wei Jun Chen
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G05B19/41865 , G05B2219/32201 , G05B2219/45031 , H01L22/20 , Y02P90/20 , Y02P90/22
摘要： A specification establishing method for controlling semiconductor process, the steps includes: sampling a plurality of sample groups from a population, each sample group being a non-normal distribution; filtering the sample groups; summarizing the filtered sample groups to form a non-normal distribution diagram; getting a value-at-risk and a median by calculating from the non-normal distribution diagram; getting a critical value by calculating the value-at-risk and the median with a critical formula; getting a plurality of state values by calculating the filtered sample groups with a proportion formula; and getting an index value by calculating the non-normal distribution diagram with the proportion formula. Thus, the state values indicate the states of the sample groups are abnormal or not by comparing the state values to the index value.
摘要翻译：一种用于控制半导体处理的规范建立方法，所述步骤包括：从群体中抽取多个样本组，每个样本组是非正态分布; 过滤样品组; 总结过滤样品组以形成非正态分布图; 通过从非正态分布图计算得到风险价值和中位数; 通过使用关键公式计算风险值和中位数来获得临界值; 通过以比例公式计算过滤的样本组来获得多个状态值; 并用比例公式计算非正态分布图，得到指标值。因此，通过将状态值与指标值进行比较，状态值表示样本组的状态异常。

4. 发明申请

US20110137595A1 YIELD LOSS PREDICTION METHOD AND ASSOCIATED COMPUTER READABLE MEDIUM 审中-公开
标题翻译：损伤预测方法及相关计算机可读介质
公开(公告)号：US20110137595A1
公开(公告)日：2011-06-09
申请号：US12725451
申请日：2010-03-16
申请人： Yij-Chieh Chu , Yun-Zong Tian , Shih-Chang Kao , Wei-Jun Chen , Cheng-Hao Chen
发明人： Yij-Chieh Chu , Yun-Zong Tian , Shih-Chang Kao , Wei-Jun Chen , Cheng-Hao Chen
IPC分类号： G06F19/00
CPC分类号： G05B19/41875 , G05B2219/32194 , Y02P90/22 , Y02P90/86
摘要： A yield loss prediction method includes: performing a plurality of types of defect inspections upon a plurality of batches of wafers which begin to be processed during different periods to generate defect inspection data, respectively; for a specific batch of wafers different from the plurality of batches of wafers, calculating defect prediction data of at least one type of defect inspection according to the defect inspection data of at least the type of defect inspections; and predicting a yield loss of the specific batch of wafers according to at least the defect prediction data.
摘要翻译：屈服损失预测方法包括：对在多个批次的晶片进行多种类型的缺陷检查，所述多个批次的晶片分别在不同的周期内开始被处理以产生缺陷检查数据; 对于与所述多批晶片不同的特定批次的晶片，根据至少所述缺陷检查类型的缺陷检查数据计算至少一种类型的缺陷检查的缺陷预测数据; 并根据至少缺陷预测数据预测特定批次的晶片的屈服损失。

5. 发明申请

US20100234978A1 METHOD FOR FINDING THE CORRELATION BETWEEN THE TOOL PM AND THE PRODUCT YIELD 有权
标题翻译：发现工具PM与产品之间的相关性的方法
公开(公告)号：US20100234978A1
公开(公告)日：2010-09-16
申请号：US12507396
申请日：2009-07-22
申请人： YI FENG LEE , Chun Chi Chen , Yun-Zong Tian , Wei Jun Chen , Tsung-Wei Lin
发明人： YI FENG LEE , Chun Chi Chen , Yun-Zong Tian , Wei Jun Chen , Tsung-Wei Lin
IPC分类号： G06F17/00
CPC分类号： G06Q10/06
摘要： A method for finding the correlation between tool PM (prevention maintenance) and the product yield of the tool is disclosed. The method uses a moving average method to magnify a curve trend that is formed by the product yield data that is captured during a predetermined days before PM and after PM. The magnified curve trend is shown by a Cumulative sum chart. The Cumulative sum chart is analyzed for informing related workers of the effect between the tool PM and the product yield, so as to accurately estimate PM timing. Thereby, via the method, the effect between the tool PM and the product yield may be determined, which serves as an important reference for workers to execute further PM.
摘要翻译：公开了一种用于找到工具PM（防止维护）与工具的产品收益之间的相关性的方法。该方法使用移动平均法来放大由PM和PM之后的预定日期捕获的产品产量数据形成的曲线趋势。放大曲线趋势由累积和图表示。分析累积总和图，通知相关工作者工具PM与产品产量之间的影响，以准确估计PM定时。因此，通过该方法，可以确定工具PM和产品产量之间的效果，其作为工人进一步执行PM的重要参考。

6. 发明授权

US07855086B2 Method for monitoring fabrication parameter 有权
标题翻译：监测制造参数的方法
公开(公告)号：US07855086B2
公开(公告)日：2010-12-21
申请号：US12469051
申请日：2009-05-20
申请人： Yi Feng Lee , Chun Chi Chen , Yun-Zong Tian , Wei Jun Chen
发明人： Yi Feng Lee , Chun Chi Chen , Yun-Zong Tian , Wei Jun Chen
IPC分类号： H01L21/00
CPC分类号： G05B19/41875 , G05B2219/31483 , G05B2219/32191 , G05B2219/45031 , H01L22/20 , Y02P90/22
摘要： A method for monitoring fabrication parameters comprises steps of: obtaining a normal parameter variance curve and a comparing parameter variance curve; defining a plurality of normal parameter points on the normal parameter variance curve; defining a plurality of comparing parameter points on the comparing parameter variance curve; finding out the corresponding comparing parameter points nearest to the normal parameter points; calculating the distances between the normal parameter points and the corresponding comparing parameter points thereof; summing up the distances so as to receive a total distance; and determining whether or not the total distance exceeds a limit. Via this arrangement, when fabrication parameter of tool is abnormal, it can be efficiently and immediately determined.
摘要翻译：一种用于监测制造参数的方法包括以下步骤：获得正常参数方差曲线和比较参数方差曲线; 在正常参数方差曲线上定义多个正常参数点; 在比较参数方差曲线上定义多个比较参数点; 找出最接近正常参数点的相应比较参数点; 计算正常参数点与其对应的比较参数点之间的距离; 总结距离，以获得总距离; 并确定总距离是否超过限制。通过这种布置，当工具的制造参数异常时，可以有效且立即确定。

7. 发明授权

US08195431B2 Method for evaluating efficacy of prevention maintenance for a tool 有权
标题翻译：评估工具预防维护功效的方法
公开(公告)号：US08195431B2
公开(公告)日：2012-06-05
申请号：US12566974
申请日：2009-09-25
申请人： Yi Feng Lee , Chun Chi Chen , Shih Chang Kao , Yun-Zong Tian , Wei Jun Chen
发明人： Yi Feng Lee , Chun Chi Chen , Shih Chang Kao , Yun-Zong Tian , Wei Jun Chen
IPC分类号： G06F15/00 , G06F19/00
CPC分类号： G06Q10/00
摘要： A method for evaluating efficacy of prevention maintenance for a tool includes the steps of: choosing a tool which has been maintained preventively and choosing a productive parameter of the tool; collecting values of the productive parameter generated from the tool during a time range for building a varying curve of the productive parameter versus time, modifying the varying curve with a moving average method; transforming the varying curve into a Cumulative Sum chart; and judging whether the values of the productive parameter generated from the tool after the prevention maintenance are more stable, compared with the values of the productive parameter generated from the tool before the prevention maintenance, according to the Cumulative Sum chart. Thereby, if the varying of the values of the productive parameter after the prevention maintenance isn't stable, then the efficacy of this prevention maintenance for the tool is judged not good.
摘要翻译：一种用于评估工具的预防维护功效的方法包括以下步骤：选择已预先维护的工具并选择工具的生产参数; 在用于构建生产参数对时间的变化曲线的时间范围内收集从工具产生的生产参数的值，以移动平均法修改变化曲线; 将变化曲线转换为累计总和图; 并且根据累计总和图来判断在防止维护之后从工具生成的生产参数的值是否比预防维护之前从工具产生的生产参数的值更稳定。因此，如果防止维护后的生产参数的值的变化不稳定，则对该工具的该防止维护的功效被判断为不好。

8. 发明授权

US08170964B2 Method for planning a semiconductor manufacturing process based on users' demands using a fuzzy system and a genetic algorithm model 有权
标题翻译：使用模糊系统和遗传算法模型根据用户需求规划半导体制造过程的方法
公开(公告)号：US08170964B2
公开(公告)日：2012-05-01
申请号：US12471711
申请日：2009-05-26
申请人： Wei Jun Chen , Chun Chi Chen , Yun-Zong Tian , Yi Feng Lee , Tsung-Wei Lin
发明人： Wei Jun Chen , Chun Chi Chen , Yun-Zong Tian , Yi Feng Lee , Tsung-Wei Lin
IPC分类号： G07B15/00
CPC分类号： G06N3/126 , G06N7/02
摘要： A method for planning a semiconductor manufacturing process based on users' demands includes the steps of: establishing a genetic algorithm model and inputting data; establishing a fuzzy system and setting one output parameter representing percent difference of each cost function in neighbor generations; setting to have a modulation parameter corresponding to each input parameter for adjusting fuzzy sets of the output parameter; executing genetic algorithm actions; executing fuzzy inference actions; eliminating chromosomes that produce output parameter smaller than a defined lower limit, and the remaining chromosomes that produces the largest output parameter is defined as the optimum chromosome, wherein the genetic algorithm actions stops being executed upon the optimum chromosome; then determining whether or not a defined number of generations has been reached, if yes, executing the optimum chromosome of the last generation; if no, continuing executing the genetic algorithm actions, thereby finding the optimum semiconductor manufacturing process for users.
摘要翻译：一种基于用户需求的半导体制造过程规划方法，包括以下步骤：建立遗传算法模型并输入数据; 建立一个模糊系统，并设置一个输出参数，代表相邻代的每个成本函数的百分比差; 设置为具有对应于每个输入参数的调制参数，用于调整输出参数的模糊集合; 执行遗传算法动作; 执行模糊推理动作; 消除产生小于规定下限的输出参数的染色体，将产生最大输出参数的剩余染色体定义为最佳染色体，其中遗传算法动作停止在最佳染色体上执行; 然后确定是否已经达到定义数量的世代，如果是，则执行最后一代的最佳染色体; 如果否，继续执行遗传算法动作，从而为用户找到最佳的半导体制造过程。

9. 发明授权

US08032248B2 Method for finding the correlation between the tool PM and the product yield 有权
标题翻译：找出工具PM与产品产量之间的相关性的方法
公开(公告)号：US08032248B2
公开(公告)日：2011-10-04
申请号：US12507396
申请日：2009-07-22
申请人： Yi Feng Lee , Chun Chi Chen , Yun-Zong Tian , Wei Jun Chen , Tsung-Wei Lin
发明人： Yi Feng Lee , Chun Chi Chen , Yun-Zong Tian , Wei Jun Chen , Tsung-Wei Lin
IPC分类号： G06F19/00 , G06F11/30 , G21C17/00 , H03F1/36 , H04B15/00
CPC分类号： G06Q10/06
摘要： A method for finding the correlation between tool PM (prevention maintenance) and the product yield of the tool is disclosed. The method uses a moving average method to magnify a curve trend that is formed by the product yield data that is captured during a predetermined days before PM and after PM. The magnified curve trend is shown by a Cumulative sum chart. The Cumulative sum chart is analyzed for informing related workers of the effect between the tool PM and the product yield, so as to accurately estimate PM timing. Thereby, via the method, the effect between the tool PM and the product yield may be determined, which serves as an important reference for workers to execute further PM.
摘要翻译：公开了一种用于找到工具PM（防止维护）与工具的产品收益之间的相关性的方法。该方法使用移动平均法来放大在PM和PM之后的预定日期内捕获的产品产量数据形成的曲线趋势。放大曲线趋势由累积和图表示。分析累积总和图，通知相关工作者工具PM与产品产量之间的影响，以准确估计PM定时。因此，通过该方法，可以确定工具PM和产品产量之间的效果，其作为工人进一步执行PM的重要参考。

10. 发明授权

US08510610B2 Method and system of compressing raw fabrication data for fault determination 有权
标题翻译：压缩原始制造数据进行故障确定的方法和系统
公开(公告)号：US08510610B2
公开(公告)日：2013-08-13
申请号：US13240305
申请日：2011-09-22
申请人： Yij Chieh Chu , Yun-Zong Tian
发明人： Yij Chieh Chu , Yun-Zong Tian
IPC分类号： G06F11/00
CPC分类号： G05B23/0254 , G06F11/0754 , G06F11/3013 , G06F11/3082
摘要： The instant disclosure relates to a raw data compression method for the fabrication process. The method includes the steps of: inputting into a signal converter a collection of raw data points representing operational parameter of a semiconductor equipment within a predetermined time period; obtaining an approximation of the raw data points with a Fourier series; computing the Fourier coefficients and the residuals between the raw data points and the corresponding predicted values predicted by the Fourier series; determining if the residuals exceed an error threshold; recording and storing the Fourier coefficients as the compressed data if none of the residuals exceeds the error threshold; and recording the raw data point as abnormal data point if the corresponding residual exceeds the error threshold before recording and storing the Fourier coefficients and the abnormal data point as the compressed data.
摘要翻译：本公开涉及用于制造过程的原始数据压缩方法。该方法包括以下步骤：在预定时间段内向信号转换器输入表示半导体设备的操作参数的原始数据点的集合; 用傅里叶级数获得原始数据点的近似值; 计算傅里叶系数和原始数据点之间的残差与由傅立叶级数预测的对应预测值; 确定残差是否超过误差阈值; 如果没有残差超过误差阈值，则将傅立叶系数作为压缩数据进行记录和存储; 并且如果在记录和存储傅立叶系数和异常数据点作为压缩数据之前相应的残差超过误差阈值，则将原始数据点记录为异常数据点。

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