Monitoring method of processing state and processing unit
First Claim
1. A monitoring method of monitoring a change of a processing state of an object to be processed when a predetermined process is conducted to the object to be processed by using a processing unit, the monitoring method comprising:
- a step of respectively setting constant response variables for two states before and after a processing state changes, the response variables being different from each other;
a step of conducting a multiple regression analysis about the response variables in order to produce a model expression, predictor variables of the multiple regression analysis being a plurality of detected data from a plurality of detectors provided in the processing unit;
a step of actually obtaining a plurality of detected data from the plurality of detectors when the predetermined process is conducted to the object to be processed; and
a step of estimating or monitoring a processing state by applying the obtained plurality of detected data to the model expression.
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Abstract
The present invention is a monitoring method of monitoring a change of a processing state of an object to be processed when a predetermined process is conducted to the object to be processed by using a processing unit. The method includes: a step of respectively setting constant response variables for two states before and after a processing state changes, the response variables being different from each other; and a step of conducting a multiple regression analysis about the response variables in order to produce a model expression, predictor variables of the multiple regression analysis being a plurality of detected data from a plurality of detectors provided in the processing unit. Then, the method includes: a step of actually obtaining a plurality of detected data from the plurality of detectors when the predetermined process is conducted to the object to be processed; and a step of estimating or monitoring a processing state by applying the obtained plurality of detected data to the model expression.
31 Citations
8 Claims
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1. A monitoring method of monitoring a change of a processing state of an object to be processed when a predetermined process is conducted to the object to be processed by using a processing unit, the monitoring method comprising:
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a step of respectively setting constant response variables for two states before and after a processing state changes, the response variables being different from each other;
a step of conducting a multiple regression analysis about the response variables in order to produce a model expression, predictor variables of the multiple regression analysis being a plurality of detected data from a plurality of detectors provided in the processing unit;
a step of actually obtaining a plurality of detected data from the plurality of detectors when the predetermined process is conducted to the object to be processed; and
a step of estimating or monitoring a processing state by applying the obtained plurality of detected data to the model expression. - View Dependent Claims (2, 3, 4, 5)
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6. A processing unit for conducting a predetermined process to an object to be processed, the processing unit comprising:
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a plurality of detectors; and
a controlling unit that estimates or monitors a processing state based on a plurality of detected data from the plurality of detectors, wherein the controlling unit includes;
a first storage unit that stores the plurality of detected data;
a second storage unit that stores constant response variables respectively set for two states before and after the processing state changes, the response variables being different from each other;
a third storage unit that stores a multivariate analysis program, according to which a multiple regression analysis about the response variables is conducted in order to produce a model expression, predictor variables of the multiple regression analysis being the plurality of detected data;
a first computing unit that executes the multivariate analysis program to produce the model expression;
a fourth storage unit that stores the produced model expression;
a second computing unit that applies the plurality of detected data to the model expression in order to estimate or monitor the processing state, the plurality of detected data being detected when the predetermined process is conducted to the object to be processed. - View Dependent Claims (7, 8)
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Specification