Prosecution Insights
Last updated: October 26, 2026
Application No. 18/809,954

PLASMA MONITORING METHOD AND SUBSTRATE PROCESSING METHOD USING THE SAME

Non-Final OA §101§102§103
Filed
Aug 20, 2024
Priority
Mar 13, 2024 — RE 10-2024-0035095
Examiner
NIMOX, RAYMOND LONDALE
Art Unit
2857
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Samsung Electronics Co., Ltd.
OA Round
1 (Non-Final)
70%
Grant Probability
Favorable
1-2
OA Rounds
11m
Est. Remaining
81%
With Interview

Examiner Intelligence

Grants 70% — above average
70%
Career Allowance Rate
344 granted / 490 resolved
+2.2% vs TC avg
Moderate +10% lift
Without
With
+10.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
37 currently pending
Career history
549
Total Applications
across all art units

Statute-Specific Performance

§101
37.5%
-2.5% vs TC avg
§103
26.0%
-14.0% vs TC avg
§102
19.0%
-21.0% vs TC avg
§112
15.7%
-24.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 490 resolved cases

Office Action

§101 §102 §103
DETAILED ACTION The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claim(s) 1-20 is/are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more (See 2019 Update: Eligibility Guidance). Independent Claim(s) 1 recites A plasma monitoring method comprising: acquiring an optical signal data the optical signal data comprises a first optical signal data; and analyzing the first optical signal, wherein the first optical signal data comprises: a first wavelength data on a first wavelength of light emitted from the first material; a second wavelength data on a second wavelength of the light emitted from the first material; and a third wavelength data on a third wavelength of the light emitted from the first material, and wherein the analyzing the first optical signal data comprises: generating first representative data that is representative of the first, the second, and the third wavelength data; obtaining a first value, a second value, and a third value, comprising respective correlation values between the first representative data and each of the first, the second, and the third wavelength data; and choosing a representative value from among the first, the second, and the third values [Mathematical Concepts – mathematical relationships; mathematical formulas or equations or mathematical calculation] and/or [Mental Processes - concepts performed in the human mind (including an observation, evaluation, judgement, opinion)]. Independent Claim(s) 10 recites A plasma monitoring method comprising: performing a first process; performing a second process; and comparing the first process with the second process, wherein the first process comprises obtaining first data on a first plasma generated in the substrate processing apparatus during the first process, wherein the second process comprises obtaining second data on a second plasma generated in the substrate processing apparatus during the second process, and wherein the comparing the first process with the second process comprises comparing the first data with the second data [Mathematical Concepts – mathematical relationships; mathematical formulas or equations or mathematical calculation] and/or [Mental Processes - concepts performed in the human mind (including an observation, evaluation, judgement, opinion)]. Independent Claim(s) 17 recites A substrate processing method comprising: performing a first process, wherein the first process generates a first plasma data; and monitoring the first plasma data, wherein the monitoring the first plasma data: measuring an optical signal data, and the optical signal data comprises a first optical signal data; and analyzing the first optical signal data, and wherein the analyzing the first optical signal data comprises: generating first representative wavelength data on a first representative wavelength, wherein the first representative wavelength is representative of a plurality of wavelengths of light emitted from the first material; obtaining respective correlation coefficients between wavelength data on the plurality of wavelengths of light and the first representative wavelength data; and choosing a smallest value from among the correlation coefficients as a representative value [Mathematical Concepts – mathematical relationships; mathematical formulas or equations or mathematical calculation] and/or [Mental Processes - concepts performed in the human mind (including an observation, evaluation, judgement, opinion)]. In combination with Independent Claim(s) 1, 10, 17, Claim(s) 2-9, 11-16, 18-20 recite(s) the first wavelength data comprises data representing a time-varying intensity behavior of the light of the first wavelength, and the first value is a correlation coefficient between the first wavelength data and the first representative data. the choosing the representative value comprises choosing a smallest value from among the first, the second, and the third values as the representative value. based on the representative value being smaller than a threshold value, generating an alert signal. based on the stability index being greater than a threshold value, generating an alert signal. based on the alert signal being generated, changing a process recipe utilized by the substrate processing apparatus or performing preservative maintenance on the substrate processing apparatus. the generating the first representative data comprises performing a principal component analysis. the generating the first representative wavelength comprises performing a principal component analysis on the plurality of wavelengths of light emitted from the first material. the generating the first representative wavelength data on the first representative wavelength comprises performing a principal component analysis. the optical signal comprises a second optical signal emitted from the second material, and the plasma monitoring method further comprises analyzing the second optical signal. the obtaining the first data comprises generating a first matrix, the first matrix comprises a correlation matrix between wavelengths of light emitted from one or more materials in the first plasma, and the obtaining the second data comprises generating a second matrix, the second matrix comprises a correlation matrix between wavelengths of light emitted from one or more materials in the second plasma. the comparing the first with the second data comprises: generating a comparison matrix by obtaining a difference between the first matrix and the second matrix; and choosing a largest value in the comparison matrix as a stability index. the generating the first matrix comprises: generating a first representative wavelength, the first representative wavelength is representative of a plurality of wavelengths of light emitted from a first material in the first plasma; generating a second representative wavelength, the second representative wavelength is representative of a plurality of wavelengths of light emitted from a second material in the first plasma; generating a third representative wavelength, the third representative wavelength is representative of a plurality of wavelengths of light emitted from a third material in the first plasma; and generating the first matrix, the first matrix comprises a correlation matrix between the first representative wavelength, the second representative wavelength, and the third representative wavelength. performing a third process on a third substrate in the substrate processing apparatus; and comparing the second process with the third process. performing a second process on a second substrate in the substrate processing apparatus, the second process generates a second plasma; monitoring the second plasma in the substrate processing apparatus; and comparing the first process with the second process, the comparing of the first and the second processes comprises comparing first data obtained from the first plasma with second data obtained from the second plasma. [Mathematical Concepts – mathematical relationships; mathematical formulas or equations or mathematical calculation] and/or [Mental Processes - concepts performed in the human mind (including an observation, evaluation, judgement, opinion)]. This judicial exception is not integrated into a practical application. Limitations that are not indicative of integration into a practical application: Adding the words “apply it” (or an equivalent) with the judicial exception, or mere instructions to implement an abstract idea on a computer, or merely uses a computer as a tool to perform an abstract idea (see MPEP § 2106.05(f)) (i.e. based on the alert signal being generated, changing a process recipe utilized by the substrate processing apparatus or performing preservative maintenance on the substrate processing apparatus); Adding insignificant extra-solution activity to the judicial exception (see MPEP § 2106.05(g)) (i.e. generic data acquisition/measurement structure/function [e.g. measuring an optical signal, and wherein the optical signal comprises a first optical signal; obtaining data; performing a first process on a first substrate in a substrate processing apparatus, wherein the first process generates a first plasma; the measuring the optical signal emitted from the first plasma comprises measuring the optical signal through a window in a portion of a process chamber of the substrate processing apparatus]; generic data output structure/function [e.g. generating an alert signal]); or Generally linking the use of the judicial exception to a particular technological environment or field of use (MPEP § 2106.05(h)) (i.e. emitted from plasma in a substrate processing apparatus, wherein the plasma comprises a first material; emitted from the first material; on a first substrate in a substrate processing apparatus; on a second substrate in the substrate processing apparatus; emitted from the first plasma; the first material comprises one of Ar, CF, CF2, CO, CO2, F, O, O2, or SiF2; the plasma comprises a second material different from the first material; the first material comprises argon (Ar), the first wavelength is 434.8 nm, the second wavelength is 476.5 nm, and the third wavelength is 488.0 nm). The claim(s) does/do not include additional elements that are sufficient to amount to significantly more than the judicial exception because looking at the additional elements as an ordered combination adds nothing that is not already present when looking at the elements taken individually. There is no indication that the combination of elements improves the functioning of a computer or improves any other technology. The additional elements simply append well-understood, routine, conventional activities previously known to the industry, specified at a high level of generality, to the judicial exception, e.g., a claim to an abstract idea requiring no more than a generic computer to perform generic computer functions that are well-understood, routine and conventional activities previously known to the industry, as discussed in Alice Corp., 134 S. Ct. at 2359-60, 110 USPQ2d at 1984 (see MPEP § 2106.05(d)) (i.e. See Alice Corp. and cited references for evidence of additional elements (i.e., generic computer structure)). Claim Rejections - 35 USC § 102 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. (a)(2) the claimed invention was described in a patent issued under section 151, or in an application for patent published or deemed published under section 122(b), in which the patent or application, as the case may be, names another inventor and was effectively filed before the effective filing date of the claimed invention. Claim(s) 10, 11, 14-16 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by LAM ET AL. (US 20040008336 A1) (hereinafter “LAM”). With respect to Claim(s) 10, LAM teaches ‘A plasma processing system that comprises a process chamber, a plasma source, a light detection device and a controller. The controller is useful for determining a seasoning state of the plasma processing system. The present invention further provides a method of determining the seasoning state of a plasma processing system comprising the steps of forming a first plasma in the process chamber utilizing the plasma source; measuring a first signal related to light emitted from the first plasma using the light detection device and storing the first signal using the controller; forming a second plasma in the process chamber utilizing the plasma source; measuring a second signal related to light emitted from the second plasma using the light detection device and storing the second signal using the controller; and correlating a change between the first signal and the second signal with a seasoning state of the plasma processing system’ and the BRI of: A plasma monitoring method (See, e.g., ¶ ABSTRACT; See also, e.g., Fig(s). 1-5) comprising: performing a first process on a first substrate in a substrate processing apparatus (See, e.g., Fig(s). 11); performing a second process on a second substrate in the substrate processing apparatus (See, e.g., Fig(s). 11); comparing the first process with the second process (See, e.g., Fig(s). 11), the first process comprises obtaining first data on a first plasma generated in the substrate processing apparatus during the first process (See, e.g., Fig(s). 11), the second process comprises obtaining second data on a second plasma generated in the substrate processing apparatus during the second process (See, e.g., Fig(s). 11), the comparing the first process with the second process comprises comparing the first data with the second data (See, e.g., Fig(s). 11). With respect to Claim(s) 11, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the obtaining the first data comprises generating a first matrix (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13), the first matrix comprises a correlation matrix between wavelengths of light emitted from one or more materials in the first plasma (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13), the obtaining the second data comprises generating a second matrix (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13), the second matrix comprises a correlation matrix between wavelengths of light emitted from one or more materials in the second plasma (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13). With respect to Claim(s) 14, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the generating the first matrix comprises: generating a first representative wavelength (See, e.g., Fig(s). 7A-7C), the first representative wavelength is representative of a plurality of wavelengths of light emitted from a first material in the first plasma (See, e.g., ¶ 0068); generating a second representative wavelength (See, e.g., Fig(s). 7A-7C), the second representative wavelength is representative of a plurality of wavelengths of light emitted from a second material in the first plasma (See, e.g., ¶ 0068); generating a third representative wavelength (See, e.g., Fig(s). 7A-7C), the third representative wavelength is representative of a plurality of wavelengths of light emitted from a third material in the first plasma (See, e.g., ¶ 0068); generating the first matrix (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13), the first matrix comprises a correlation matrix between the first representative wavelength, the second representative wavelength, and the third representative wavelength (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13). With respect to Claim(s) 15, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the generating the first representative wavelength comprises performing a principal component analysis on the plurality of wavelengths of light emitted from the first material (See, e.g., ¶ 0048-0067). With respect to Claim(s) 16, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: performing a third process on a third substrate in the substrate processing apparatus (See, e.g., ¶ 0068); comparing the second process with the third process (See, e.g., Fig(s). 11). Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1-8, 17-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over LAM ET AL. (US 20040008336 A1) (hereinafter “LAM”) in view of ASAKURA ET AL. (US 20160225681 A1) (hereinafter “ASAKURA”). With respect to Claim(s) 1, LAM teaches ‘A plasma processing system that comprises a process chamber, a plasma source, a light detection device and a controller. The controller is useful for determining a seasoning state of the plasma processing system. The present invention further provides a method of determining the seasoning state of a plasma processing system comprising the steps of forming a first plasma in the process chamber utilizing the plasma source; measuring a first signal related to light emitted from the first plasma using the light detection device and storing the first signal using the controller; forming a second plasma in the process chamber utilizing the plasma source; measuring a second signal related to light emitted from the second plasma using the light detection device and storing the second signal using the controller; and correlating a change between the first signal and the second signal with a seasoning state of the plasma processing system’ and the BRI of: A plasma monitoring method (See, e.g., ¶ ABSTRACT; See also, e.g., Fig(s). 1-5) comprising: measuring an optical signal emitted from plasma in a substrate processing apparatus (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1, 11), the plasma comprises a first material (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1), the optical signal comprises a first optical signal emitted from the first material (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1, 11); analyzing the first optical signal (See, e.g., Fig(s). 6-13), the first optical signal comprises: a first wavelength data on a first wavelength of light emitted from the first material (See, e.g., Fig(s). 7A-7C); a second wavelength data on a second wavelength of the light emitted from the first material (See, e.g., Fig(s). 7A-7C); a third wavelength data on a third wavelength of the light emitted from the first material (See, e.g., Fig(s). 7A-7C), the analyzing the first optical signal comprises: generating first representative data that is representative of the first, the second, and the third wavelength data (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13); obtaining a first value, a second value, and a third value, comprising respective correlation values between the first representative data and each of the first, the second, and the third wavelength data (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13). However, LAM is lacking the explicit language of: choosing a representative value from among the first, the second, and the third values. ASAKURA teaches ‘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’ and the BRI of: choosing a representative value from among a plurality of values (See, e.g., ¶ ABSTRACT, 0007, 0013, 0045, 0085, 0086, 0116-0119, 0137, 0149, 0160, 0167, 0172, 0177, 0179; See also, e.g., Fig(s). 6-13). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include choosing a representative value from among a plurality of values. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve plasma processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. With respect to Claim(s) 17, LAM teaches ‘A plasma processing system that comprises a process chamber, a plasma source, a light detection device and a controller. The controller is useful for determining a seasoning state of the plasma processing system. The present invention further provides a method of determining the seasoning state of a plasma processing system comprising the steps of forming a first plasma in the process chamber utilizing the plasma source; measuring a first signal related to light emitted from the first plasma using the light detection device and storing the first signal using the controller; forming a second plasma in the process chamber utilizing the plasma source; measuring a second signal related to light emitted from the second plasma using the light detection device and storing the second signal using the controller; and correlating a change between the first signal and the second signal with a seasoning state of the plasma processing system’ and the BRI of: A substrate processing method (See, e.g., ¶ ABSTRACT; See also, e.g., Fig(s). 1-5) comprising: performing a first process on a first substrate in a substrate processing apparatus (See, e.g., Fig(s). 11), the first process generates a first plasma (See, e.g., Fig(s). 11); monitoring the first plasma in the substrate processing apparatus (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1, 11), the monitoring the first plasma comprises: measuring an optical signal emitted from the first plasma (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1, 11), the first plasma comprises a first material (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1, 11), the optical signal comprises a first optical signal emitted from the first material (See, e.g., ¶ 0030; See also, e.g., Fig(s). 1, 11); analyzing the first optical signal (See, e.g., Fig(s). 6-13), the analyzing the first optical signal comprises: generating first representative wavelength data on a first representative wavelength (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13), the first representative wavelength is representative of a plurality of wavelengths of light emitted from the first material (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13); obtaining respective correlation coefficients between wavelength data on the plurality of wavelengths of light and the first representative wavelength data (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13). However, LAM is lacking the explicit language of: choosing a smallest value from among the correlation coefficients as a representative value. ASAKURA teaches ‘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’ and the BRI of: choosing a smallest value from among the correlation coefficients as a representative value (See, e.g., ¶ ABSTRACT, 0007, 0013, 0045, 0085, 0086, 0116-0119, 0137, 0149, 0160, 0167, 0172, 0177, 0179; See also, e.g., Fig(s). 6-13). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include choosing a smallest value from among the correlation coefficients as a representative value. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve plasma processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. With respect to Claim(s) 2, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the first wavelength data comprises data representing a time-varying intensity behavior of the light of the first wavelength (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13), the first value is a correlation coefficient between the first wavelength data and the first representative data (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13). With respect to Claim(s) 3, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). ASAKURA further teaches the BRI of: the choosing the representative value comprises choosing a smallest value from among the first, the second, and the third values as the representative value (See, e.g., ¶ ABSTRACT, 0007, 0013, 0045, 0085, 0086, 0116-0119, 0137, 0149, 0160, 0167, 0172, 0177, 0179; See also, e.g., Fig(s). 6-13). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include the choosing the representative value comprises choosing a smallest value from among the first, the second, and the third values as the representative value. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve plasma processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. With respect to Claim(s) 4, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the first material comprises one of Ar, CF, CF2, CO, CO2, F, O, O2, or SiF2 (See, e.g., ¶ 0037). With respect to Claim(s) 5, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). ASAKURA further teaches the BRI of: based on the representative value being smaller than a threshold value, generating an alert signal (See, e.g., Fig(s). 0023, 0024). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include based on the representative value being smaller than a threshold value, generating an alert signal. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve plasma processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. With respect to Claim(s) 6, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). ASAKURA further teaches the BRI of: based on the alert signal being generated, changing a process recipe utilized by the substrate processing apparatus or performing preservative maintenance on the substrate processing apparatus (See, e.g., Fig(s). 0023, 0024). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include based on the alert signal being generated, changing a process recipe utilized by the substrate processing apparatus or performing preservative maintenance on the substrate processing apparatus. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve plasma processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. With respect to Claim(s) 7, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the generating the first representative data comprises performing a principal component analysis (See, e.g., ¶ 0048-0067). With respect to Claim(s) 18, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the generating the first representative wavelength data on the first representative wavelength comprises performing a principal component analysis (See, e.g., ¶ 0048-0067). With respect to Claim(s) 8, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the plasma comprises a second material different from the first material (See, e.g., Fig(s). 11), the optical signal comprises a second optical signal emitted from the second material (See, e.g., Fig(s). 11), the plasma monitoring method further comprises analyzing the second optical signal (See, e.g., Fig(s). 11). With respect to Claim(s) 19, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: performing a second process on a second substrate in the substrate processing apparatus (See, e.g., Fig(s). 11), the second process generates a second plasma (See, e.g., Fig(s). 11); monitoring the second plasma in the substrate processing apparatus (See, e.g., Fig(s). 11); comparing the first process with the second process (See, e.g., Fig(s). 11), the comparing of the first and the second processes comprises comparing first data obtained from the first plasma with second data obtained from the second plasma (See, e.g., Fig(s). 11). With respect to Claim(s) 20, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the measuring the optical signal emitted from the first plasma comprises measuring the optical signal through a window in a portion of a process chamber of the substrate processing apparatus (See, e.g., ¶ ABSTRACT, 0005-0008, 0030-0045, 0067). Claim(s) 12, 13 is/are rejected under 35 U.S.C. 103 as being unpatentable over the cited reference(s) of the parent claim(s) in view of MORISAWA ET AL. (US 20090253222 A1) (hereinafter “MORISAWA”). With respect to Claim(s) 12, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). LAM further teaches the BRI of: the comparing the first with the second data comprises: generating a comparison matrix by obtaining a difference between the first matrix and the second matrix (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13); choosing a value in the comparison matrix (See, e.g., ¶ 0046-0072; See also, e.g., Fig(s). 6-13). However, LAM is lacking the explicit language of: choosing a largest value in the comparison matrix as a stability index. MORISAWA teaches ‘An etching process state judgment method comprising: a spectral data obtaining step, in which an optical emission spectrum distribution is obtained by monitoring optical emission during an etching process of a plurality of wafers; a peak detection step, in which peaks are detected from the optical emission spectrum distribution at a specific time point during the etching process, to obtain peak characteristics; a common peak identifying step, in which peaks common to the wafers are identified among the peaks detected in the peak detection step; and a state detection step, in which the characteristics are compared regarding the common peaks, to detect a state of each wafer in the etching process’ and the BRI of: choosing a largest value in the comparison matrix as a stability index (See, e.g., ¶ 0049, 0063, 0064, 0178-0195, 0212). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include choosing a largest value in the comparison matrix as a stability index. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve state judgement processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. With respect to Claim(s) 13, the cited reference(s) of the parent claim(s) teaches the BRI of the parent claim(s). MORISAWA further teaches the BRI of: based on the stability index being greater than a threshold value, generating an alert signal (See, e.g., ¶ 0049, 0063, 0064, 0178-0195, 0212; See also, e.g., Fig(s). 9, 12). It would have been obvious to one ordinary skill in the art, at the time before the effective filing date of the claimed invention, to modify LAM to include based on the stability index being greater than a threshold value, generating an alert signal. One of ordinary skill in the art would have been motivated to modify LAM because it would be beneficial to improve state judgement processing. Further, it would be obvious to combine prior art elements according to known methods to yield predictable results, simply substitute one known element for another to obtain predictable results, use known techniques to improve similar devices in the same way, and/or apply a known technique to a known device ready for improvement to yield predictable results. Allowable Subject Matter (over prior art) The following is a statement of reasons for the indication of allowable subject matter over prior art: None of the cited prior art alone or in combination provides motivation to explicitly teach: the first material comprises argon (Ar), the first wavelength is 434.8 nm, the second wavelength is 476.5 nm, and the third wavelength is 488.0 nm of claim(s) 9 (including dependent claim(s)). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to RAYMOND NIMOX whose telephone number is (469)295-9226. The examiner can normally be reached Mon-Thu 10am-8pm CT. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, ANDREW SCHECHTER can be reached at (571) 272-2302. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. RAYMOND NIMOX Primary Examiner Art Unit 2857 /RAYMOND L NIMOX/Primary Examiner, Art Unit
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Prosecution Timeline

Aug 20, 2024
Application Filed
Sep 30, 2026
Non-Final Rejection mailed — §101, §102, §103 (current)

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Prosecution Projections

1-2
Expected OA Rounds
70%
Grant Probability
81%
With Interview (+10.4%)
3y 1m (~11m remaining)
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