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    • 13. 发明授权
    • Method and apparatus for run-to-run control of deposition process
    • 沉淀过程运行控制的方法和装置
    • US06650957B1
    • 2003-11-18
    • US09476696
    • 2000-01-03
    • William Jarrett CampbellThomas SondermanCraig W. Christian
    • William Jarrett CampbellThomas SondermanCraig W. Christian
    • G06F1900
    • G05B19/41875G05B2219/32182G05B2219/45031Y02P90/20Y02P90/22
    • A method and an apparatus for controlling a deposition process in a manufacturing process. A process recipe setting step is performed. A process run of semiconductor devices is performed based upon the process recipe. Metrology data relating to the process run of semiconductor dev determination is made whether production results are within a predetermined tolerance level, based upon the metrology data. Process recipe settings are modified in response to a determination that the production results are within a predetermined tolerance level, based upon the metrology data. A processing tool is capable of receiving at least one control input parameter and a metrology data acquisition unit is interfaced with the processing tool and is capable of acquiring metrology data from the processing tool. A production data analysis unit is interfaced with the metrology data acquisition unit and is capable of analyzing the metrology data from the metrology data acquisition unit and a control input parameter adjustment unit is interfaced with the production data analysis unit and the processing tool and is capable of performing adjustments upon the control input parameter.
    • 一种用于在制造过程中控制沉积工艺的方法和装置。 进行处理配方设定步骤。 基于工艺配方执行半导体器件的工艺流程。 基于测量数据,确定生产结果是否处于预定的容差水平内的与半导体开发测定的过程运行有关的计量数据。 响应于基于测量数据确定生产结果在预定容差水平内的过程配方设置被修改。 处理工具能够接收至少一个控制输入参数,并且测量数据获取单元与处理工具接口并且能够从处理工具获取测量数据。 生产数据分析单元与测量数据获取单元接口,并且能够分析来自计量数据获取单元的计量数据,并且控制输入参数调整单元与生产数据分析单元和处理工具接口,并且能够 对控制输入参数进行调整。
    • 19. 发明授权
    • System and method for controlling the manufacture of discrete parts in semiconductor fabrication using model predictive control
    • 使用模型预测控制来控制半导体制造中离散零件制造的系统和方法
    • US06230069B1
    • 2001-05-08
    • US09105979
    • 1998-06-26
    • William Jarrett CampbellJames Anthony MullinsAnthony John Toprac
    • William Jarrett CampbellJames Anthony MullinsAnthony John Toprac
    • G06F1900
    • H01L22/20G05B19/41885Y02P90/26
    • A system and method for controlling the manufacture of semiconductor wafers using model predictive control is provided. In accordance with one embodiment, a tool output of the manufacturing tool is determined based on a first wafer run. Using the tool output, a tool input for a subsequent wafer run is determined by minimizing an optimization equation being dependent upon a model which relates tool output to tool process state and tool process state to tool input and previous tool process state. The tool input is then provided to the manufacturing tool for processing a second wafer run. In this manner, processing by the tool or tool age is taken into account in determining the tool input for a subsequent run. This can reduce variations in tool output from run-to-run and improve the characteristics of the ultimately formed semiconductor devices. The tool may, for example, be a chemical mechanical polishing tool with the tool input being polishing time and the tool output being a post-polish wafer layer thickness associated with CMP tool for a run.
    • 提供了一种使用模型预测控制来控制半导体晶圆的制造的系统和方法。 根据一个实施例,基于第一晶片行程来确定制造工具的工具输出。 使用刀具输出,通过最小化优化方程来确定依赖于将刀具输出与刀具加工状态和刀具加工状态相关联到刀具输入和先前刀具加工状态的模型最小化来确定后续刀片输入的刀具输入。 然后将刀具输入提供给用于处理第二晶片运行的制造工具。 以这种方式,在确定用于后续运行的工具输入时,将考虑通过工具或工具年龄的处理。 这可以减少运行中的刀具输出的变化,并改善最终形成的半导体器件的特性。 该工具可以例如是化学机械抛光工具,其中刀具输入是抛光时间,并且刀具输出是与用于运行的CMP工具相关联的后抛光晶片层厚度。