摘要:
Semiconductor manufacturing equipment includes: a controller controlling driving and processes of various parts of the semiconductor manufacturing equipment, and a sensor monitoring each physical amount in the semiconductor manufacturing equipment or a status of each chemical response amount; a database; and an arithmetic section executing: processing of reading out equipment data, calculating a correlation matrix between time points based on a plurality of pieces of signal data to be compared, calculating eigen values and eigen vectors from the correlation matrix, and calculating principal component scores by principal component analysis; processing of comparing magnitudes of the eigen values of the principal components, arranging the eigen values in descending order to display a list thereof; and processing of displaying a scatter diagram where the principal component scores of the respective signals are plotted in a feature space selecting the principal component corresponding to the eigen value having a contribution ratio.
摘要:
Based on a model for determining optical emission intensity values Y at wavelengths from actuator values X of an etching apparatus, X is calculated from Y to achieve preferable Run-to-Run control over Y. A relation between X and Y is defined as a control model (matrix model C1, ratio-constraint model C2) based on an algebraical expression with ΔX as an input and ΔY as an output. In etching process control, ΔX (manipulated volume) is calculated from ΔY (controlled volume) using the control model, based on a non-control optical emission intensity value Y, to set X (S1) for the etching process, during which Y is monitored. Based on an actual value for Y, a non-control optical emission intensity value Y to be used in the next wafer etching process is calculated.
摘要:
There is provided an etching apparatus in which, without setting the information of the substance and the chemical reaction, a small number of representative wavelengths can be selected from a waveform at a lot of wavelengths, and an analysis process of etching data which needs large man-hours can be eliminated to efficiently set the monitoring of the etching. The etching apparatus includes: a lot/wafer/step-depending OES-data searching/acquiring function 511 for acquiring a plurality of optical emission intensity waveforms along an etching-treatment time axis; a waveform-change-existence judgment function 521 for judging the existence of the change of the plurality of light emission intensity waveforms; a waveform-correlation-matrix calculating function 522 for calculating a correlation matrix between the optical emission intensity waveforms; a waveform classifying function 523 for classifying the optical emission intensity waveforms into groups; and a representative-waveform selecting function 524 for selecting a representative optical emission intensity waveform from the group.
摘要:
The present invention provides a novel bis(phenoxymethyl)benzene derivative or bis(naphthoxymethyl)benzene derivative, which improves the stability of image on a heat sensitive recording paper composed of a leuco dye and a developer.
摘要:
Semiconductor manufacturing equipment includes: a controller controlling driving and processes of various parts of the semiconductor manufacturing equipment, and a sensor monitoring each physical amount in the semiconductor manufacturing equipment or a status of each chemical response amount; a database; and an arithmetic section executing: processing of reading out equipment data, calculating a correlation matrix between time points based on a plurality of pieces of signal data to be compared, calculating eigen values and eigen vectors from the correlation matrix, and calculating principal component scores by principal component analysis; processing of comparing magnitudes of the eigen values of the principal components, arranging the eigen values in descending order to display a list thereof; and processing of displaying a scatter diagram where the principal component scores of the respective signals are plotted in a feature space selecting the principal component corresponding to the eigen value having a contribution ratio.
摘要:
An efficient method of controlling transportation in a linear tool type vacuum process device in a state that a length of time required for a process is not stable. For each process chamber, the number of unprocessed wafers that are in process or are being transported to the process chamber is counted, and in deciding a transport destination of a wafer, when the number of unprocessed wafers is equal to or larger than a charge limit amount, a transport destination of a wafer is decided excluding the process chamber. Also, a wafer holding mechanism on a transport path to a process chamber is reserved, and a transport destination of a processed member to be transported next is decided according to a status of reservation.
摘要:
There is provided an etching apparatus in which, without setting the information of the substance and the chemical reaction, a small number of representative wavelengths can be selected from a waveform at a lot of wavelengths, and an analysis process of etching data which needs large man-hours can be eliminated to efficiently set the monitoring of the etching. The etching apparatus includes: a lot/wafer/step-depending OES-data searching/acquiring function 511 for acquiring a plurality of optical emission intensity waveforms along an etching-treatment time axis; a waveform-change-existence judgment function 521 for judging the existence of the change of the plurality of light emission intensity waveforms; a waveform-correlation-matrix calculating function 522 for calculating a correlation matrix between the optical emission intensity waveforms; a waveform classifying function 523 for classifying the optical emission intensity waveforms into groups; and a representative-waveform selecting function 524 for selecting a representative optical emission intensity waveform from the group.
摘要:
A plasma processing apparatus for applying an etching processing to a wafer by using at least two steps of the etching processing which operate with plasma formed within a pressure-reduced processing chamber, the wafer being located within the processing chamber inside a vacuum vessel, and having a mask on a silicon-composed substrate and a film structure, the film structure including processing-target films located under the mask, wherein the plasma processing apparatus is equipped with a function for processing another different wafer in such a manner that a processing condition at a precedent-stage step of the two steps of the etching processing in the processing of the different wafer is adjusted based on a result obtained by detecting a time which has elapsed until termination of a subsequent-stage step of the two steps of the etching processing.
摘要:
An efficient method of controlling transportation in a linear tool type vacuum process device in a state that a length of time required for a process is not stable. For each process chamber, the number of unprocessed wafers that are in process or are being transported to the process chamber is counted, and in deciding a transport destination of a wafer, when the number of unprocessed wafers is equal to or larger than a charge limit amount, a transport destination of a wafer is decided excluding the process chamber. Also, a wafer holding mechanism on a transport path to a process chamber is reserved, and a transport destination of a processed member to be transported next is decided according to a status of reservation.
摘要:
A plasma processing apparatus including: a monitor device which monitors a process quantity generated at plasma processing; a monitor value estimation unit which has monitor quantity variation models for storing change of a monitor value of the process quantity in accordance with the number of processed specimens and which estimates a monitor value for a process of a next specimen by referring to the monitor quantity variation models; and a control quantity calculation unit which stores a relation between a control quantity for controlling the process quantity of the vacuum processing device and a monitor value and which calculates the control quantity based on a deviation of the estimated monitor value from a target value to thereby control the process quantity for the process of the next specimen. Thus, a process model indicating variation of the state of a process processing apparatus can be added to a control loop in such run-to-run control that process conditions are changed according to each wafer process, so that stable processed results can be obtained even when variation occurs in processes.