Prosecution Insights
Last updated: August 16, 2026
Application No. 19/012,632

METHOD FOR PREDICTING PRINT PERFORMANCE AND A RELATED PRINTER

Non-Final OA §102
Filed
Jan 07, 2025
Examiner
SOLOMON, LISA
Art Unit
2853
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Xerox Corporation
OA Round
1 (Non-Final)
90%
Grant Probability
Favorable
1-2
OA Rounds
5m
Est. Remaining
97%
With Interview

Examiner Intelligence

Grants 90% — above average
90%
Career Allowance Rate
826 granted / 914 resolved
+22.4% vs TC avg
Moderate +7% lift
Without
With
+6.9%
Interview Lift
resolved cases with interview
Fast prosecutor
2y 0m
Avg Prosecution
9 currently pending
Career history
923
Total Applications
across all art units

Statute-Specific Performance

§101
0.4%
-39.6% vs TC avg
§103
49.9%
+9.9% vs TC avg
§102
35.8%
-4.2% vs TC avg
§112
11.0%
-29.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 914 resolved cases

Office Action

§102
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Specification The disclosure is objected to because of the following informalities: Paragraph [0042] refers to Figures 3A & 3B, however, in the drawings there are Figures 3, 4A, and 4B. Figures 3A & 3B do not exist in the current drawings. Appropriate correction is required. 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 – Claim(s) 1, 10-11, and 20 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Ramesh et al. (2024/0001669) (hereinafter Ramesh et al.). Regarding Claim 1, Ramesh et al. teaches an ink-jet printer (10, Fig. 1A) [Paragraphs 0041-0048], comprising: at least one print head (34A, 34B, 34C, and 34D, Fig. 1A) comprising one or more nozzles (not shown in Figures) [Paragraph 0034]; and at least one controller (80, Fig. 1A) operatively connected to the least one print head (34A, 34B, 34C, and 34D), wherein the controller (80) comprises at least one processor (not shown in Figures) and at least one memory (not shown in Figures) communicatively coupled to the processor (not shown in Figures), the memory (not shown in Figures) storing non-transitory instructions which, when executed by the processor (not shown in Figures) [Paragraphs 0046-0047], perform operations comprising: generating a print performance prediction for the ink-jet printer (10) by producing one or more nozzle failure rate estimates at one or more selected time points based at least in part on a current missing nozzle list for the print head (34A, 34B, 34C, and 34D) [Paragraphs 0027-0028]. Regarding Claim 10, Ramesh et al. teaches the ink-jet printer (10), wherein the non-transitory instructions which, when executed by the processor (not shown in Figures), further perform operations comprising: receiving as user selected input one of at least three image quality modes prior to or when generating the print performance prediction for the ink-jet printer (10), wherein the image quality modes comprise a high quality mode, a medium quality mode, and a basic quality mode, wherein the high quality mode produces images having a higher image quality, and at a potentially lower productivity rate, than images produced using the medium quality mode, and wherein the medium quality mode produces images having a higher image quality, and at a potentially lower productivity rate, than images produced using the basic quality mode [Paragraphs 0027-0028]. Regarding Claim 11, Ramesh et al. teaches a method of predicting print performance of an ink-jet printer (10), the method comprising producing at least one nozzle failure rate estimate for at least one print head (34A, 34B, 34C, and 34D) of the ink-jet printer (10) at one or more selected time points based at least in part on a current missing nozzle list for the print head (34A, 34B, 34C, and 34D), thereby predicting print performance of an ink-jet printer (10) [Paragraphs 0027-0028]. Regarding Claim 20, Ramesh et al. teaches the method, further comprising: receiving as user selected input one of at least three image quality modes prior to or when generating at least one print performance prediction for the ink-jet printer (10), wherein the image quality modes comprise a high quality mode, a medium quality mode, and a basic quality mode, wherein the high quality mode produces images having a higher image quality, and at a potentially lower productivity rate, than images produced using the medium quality mode, and wherein the medium quality mode produces images having a higher image quality, and at a potentially lower productivity rate, than images produced using the basic quality mode [Paragraphs 0027-0028]. Allowable Subject Matter Claims 2-9 and 12-19 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. The following is a statement of reasons for the indication of allowable subject matter: The primary reason for the allowance of claim(s) 2-3 is the inclusion of the limitation of an ink-jet printer that includes generating a print performance prediction for the ink-jet printer involves calculating a streak score on the basis of known number, and locations, of failing nozzles in a print head that correspond to a current missing nozzle list. It is this limitation found in the claims, as it is claimed in the combination, that has not been found, taught, or suggested by the prior art of record, which makes these claims allowable over the prior art. The primary reason for the allowance of claims 4-9 is the inclusion of the limitation of an ink-jet printer that includes generating a print performance prediction for an ink-jet printer involves producing one or more nozzle failure rate estimates at one or more selective time points using at least a binomial distribution of nozzle failures on the basis of a known number, and locations, of failing nozzles in a print head. It is these limitations found in the claims, as it is claimed in the combination, that has not been found, taught, or suggested by the prior art of record, which makes these claims allowable over the prior art. The primary reason for the allowance of claims 12-13 is the inclusion of the method of predicting print performance of an ink-jet printer that includes the method step of generating at least one print performance prediction for the ink-jet printer by calculating a streak score on the basis of known number, and locations, of failing nozzles in a print head that correspond to a current missing nozzle list. It is this step found in the claims, as it is claimed in the combination, that has not been found, taught, or suggested by the prior art of record, which makes these claims allowable over the prior art. The primary reason for the allowance of claims 14-19 is the inclusion of the method of predicting print performance of an ink-jet printer that includes the method steps of producing at least one nozzle failure rate estimate at one or more selective time points using at least a binomial distribution of nozzle failures on the basis of a known number, and locations, of failing nozzles in a print head. It is these steps found in the claims, as it is claimed in the combination, that has not been found, taught, or suggested by the prior art of record, which makes these claims allowable over the prior art. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to LISA SOLOMON whose telephone number is (571)272-1701. The examiner can normally be reached Monday - Friday, 9:30am -6pm, EST. 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, Douglas Rodriguez can be reached at (571) 431-0716. 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. /LISA SOLOMON/Primary Examiner, Art Unit 2853
Read full office action

Prosecution Timeline

Jan 07, 2025
Application Filed
Jul 23, 2026
Non-Final Rejection mailed — §102 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12697815
LIQUID DISCHARGE HEAD
2y 3m to grant Granted Aug 04, 2026
Patent 12691689
LIQUID JET HEAD, LIQUID JET RECORDING APPARATUS, AND METHOD OF CONTROLLING LIQUID JET HEAD
1y 10m to grant Granted Jul 28, 2026
Patent 12686210
LIQUID EJECTION HEAD AND METHOD OF MANUFACTURING LIQUID EJECTION HEAD
2y 4m to grant Granted Jul 21, 2026
Patent 12686212
INK CONTAINER AND RECORDING APPARATUS
1y 11m to grant Granted Jul 21, 2026
Patent 12679091
LIQUID EJECTING HEAD AND MANUFACTURING METHOD
2y 3m to grant Granted Jul 14, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
90%
Grant Probability
97%
With Interview (+6.9%)
2y 0m (~5m remaining)
Median Time to Grant
Low
PTA Risk
Based on 914 resolved cases by this examiner. Grant probability derived from career allowance rate.

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