Abstract:
In time-series data indicating light emission of plasma when plasma processing is carried out on a sample by generating the plasma, an analysis apparatus creates combinations of a plurality of light emission wavelengths of elements and a plurality of time intervals within a plasma processing interval and calculates, for each of the combinations of the wavelengths and the time intervals, a correlation between an average value of light emission intensity and the number of times the plasma processing is carried out on the samples for each of the combinations of the wavelengths and the time intervals that have been created. Thereafter, the data analysis apparatus selects, as a combination of the wavelength and the time interval used to observe or control the plasma processing, a combination of a wavelength of light emitting from a specific element and a specific time interval having a maximum correlation.
Abstract:
Among the multiple OES data wavelengths, an analysis device identifies the wavelength of light emissions from a substance contained in the plasma from among multiple light emission wavelengths within the chamber by way of the steps of: measuring the light emission within the chamber during etching processing of the semiconductor wafer; finding the time-based fluctuation due to changes over time on each wavelength in the measured intensity of the light emissions in the chamber; comparing the time-based fluctuations in the wavelength of the light emitted from the pre-specified substance; and by using the comparison results, identifying the wavelength of the light emitted from the substance caused by light emission within the chamber.
Abstract:
In time-series data indicating light emission of plasma when plasma processing is carried out on a sample by generating the plasma, an analysis apparatus creates combinations of a plurality of light emission wavelengths of elements and a plurality of time intervals within a plasma processing interval and calculates, for each of the combinations of the wavelengths and the time intervals, a correlation between an average value of light emission intensity and the number of times the plasma processing is carried out on the samples for each of the combinations of the wavelengths and the time intervals that have been created. Thereafter, the data analysis apparatus selects, as a combination of the wavelength and the time interval used to observe or control the plasma processing, a combination of a wavelength of light emitting from a specific element and a specific time interval having a maximum correlation.
Abstract:
Provided is a plasma processing apparatus including a processing unit in which a sample is plasma processed and which includes a monitor (optical emission spectroscopy) that monitors light emission of plasma, wherein the processing unit includes a prediction model storage unit that stores a prediction model predicting a plasma processing result, and a control device in which the plasma processing result is predicted by using a prediction model selected based on light emission data and device data as an indicator of state change of the processing unit.
Abstract:
A plasma processing apparatus, to which process control such as APC is applied, includes: a processing chamber in which plasma processing is performed on a sample; and a plasma processing control device which performs control to optimize a condition for plasma processing which recovers the status inside a processing chamber, in which plasma processing is performed, based on a waiting time from the time when plasma processing for a second lot, which is a lot immediately before a first lot, is completed to the time when plasma processing for the first lot is started, and the content of plasma processing for the second lot.
Abstract:
A data management apparatus according to an embodiment of the present invention includes a data analyzing unit that processes operation data transferred from a data collecting unit that collects the operation data of a semiconductor manufacturing apparatus, and a state monitoring unit that monitors a state of the data analyzing unit based on monitoring time. The monitoring time is the sum of first time that is time required for transferring the operation data to the data analyzing unit and second time that is time required for processing the operation data in the data analyzing unit.
Abstract:
A plasma processing apparatus, plasma processing method, and plasma processing analysis method in which a suitable combination of wavelength, time interval, and etching condition parameter for control to change etching conditions is determined among wavelengths, time intervals, and changeable parameters for spectroscopic measurement data in order to ensure stable etching conditions. Specifically, a regression equation which represents the correlation between emission intensity and etching result at a wavelength and a time interval is obtained for each of two or more combinations of wavelength, time interval, and etching condition parameter. Furthermore, for each of the combinations, the amount of change is calculated from the regression equation when the value set for the etching condition parameter is changed. Among the combinations, the combination for which the amount of change is the smallest is determined as the combination of wavelength, time interval, and changed etching condition parameter to be used for control.