Prosecution Insights
Last updated: April 19, 2026
Application No. 18/578,771

METHOD FOR CALIBRATING A SENSOR FOR MONITORING A MELT POOL IN AN ADDITIVE MANUFACTURING MACHINE

Non-Final OA §103§112
Filed
Jan 12, 2024
Examiner
LIN, ERICA S Y
Art Unit
2853
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Addup
OA Round
1 (Non-Final)
86%
Grant Probability
Favorable
1-2
OA Rounds
2y 5m
To Grant
88%
With Interview

Examiner Intelligence

Grants 86% — above average
86%
Career Allow Rate
889 granted / 1037 resolved
+17.7% vs TC avg
Minimal +2% lift
Without
With
+2.4%
Interview Lift
resolved cases with interview
Typical timeline
2y 5m
Avg Prosecution
38 currently pending
Career history
1075
Total Applications
across all art units

Statute-Specific Performance

§101
0.3%
-39.7% vs TC avg
§103
46.8%
+6.8% vs TC avg
§102
29.4%
-10.6% vs TC avg
§112
18.4%
-21.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1037 resolved cases

Office Action

§103 §112
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 . Claim Rejections - 35 USC § 112 The following is a quotation of the first paragraph of 35 U.S.C. 112(a): (a) IN GENERAL.—The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor or joint inventor of carrying out the invention. The following is a quotation of the first paragraph of pre-AIA 35 U.S.C. 112: The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor of carrying out his invention. Claim 17 is rejected under 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, because the specification, while being enabling for at least two monitoring sensors, does not reasonably provide enablement for how the method of monitoring a single melt pool would be achieved using at least two monitoring sensors belonging to separate additive manufacturing machines. The specification does not enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make the invention commensurate in scope with these claims. Correction is required. Claim Rejections - 35 USC § 112(b) The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claim 17 is rejected under 35 U.S.C. 112(b), as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor, regards as the invention. In particular, it is unclear how at least two monitoring sensors from separate machines are monitoring the same melt pool. Correction is required. Claim Rejections - 35 USC § 103 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. Claims 10-13, 15-16, and 18 are rejected under 35 U.S.C. 103 as being unpatentable over U.S. Patent Pub. 2019/0323951 (“Gold”) in view of WO2021/015729 (“Garcia”). Claim 10 Gold discloses a method for calibrating a melt pool monitoring sensor (38) in a melt pool monitoring system (361, 362) of an additive manufacturing machine (10) (Fig. 5), the method comprising at least the following steps: exposing the monitoring sensor (38) to the reference radiation (72) (Fig. 5, step 310); measuring and recording a value of the signal transmitted by the monitoring sensor (38) when the monitoring sensor (38) is exposed to the reference radiation (Fig. 5, step 320); calculating a correction coefficient for the monitoring sensor (38) from a reference value associated with the reference radiation and the values of the signal transmitted by the monitoring sensor (38) when the monitoring sensor (38) is not subjected to the reference radiation and when the monitoring sensor (38) is subjected to the reference radiation (paragraph [0049], calibration calculated). Gold does not appear to explicitly disclose measuring and recording a value of a signal transmitted by the monitoring sensor (38) when the monitoring sensor (38) is not exposed to a reference radiation (72); and recording in a correction table the correction coefficient for the monitoring sensor (38) and the value of the signal transmitted by the monitoring sensor (38) when the monitoring sensor (38) is not exposed to the reference radiation (72). Garcia discloses sensor calibration for an additive manufacturing device including recording of signals from the sensors to determine offset calibration (paragraph [0041-0045, 0057]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to have incorporated measuring and recording a value of a signal transmitted by the monitoring sensor when the monitoring sensor is not exposed to a reference radiation; and recording in a correction table the correction coefficient for the monitoring sensor and the value of the signal transmitted by the monitoring sensor when the monitoring sensor is not exposed to the reference radiation, as disclosed by Garcia, into the device of Gold, for the purpose of providing more robust and reliable calculations for calibration (Garcia, paragraph 0045]). Claim 11 Gold in view of Garcia discloses the method according to claim 10, wherein the correction table associated with the monitoring sensor (38) is recorded in the melt pool monitoring system of which the monitoring sensor (38) forms a part (Garcia, paragraph [0057], stored temperature offset). Claim 12 Gold in view of Garcia discloses the method according to claim 10, wherein, an electronic gain of the monitoring sensor (38) being adjustable, the electronic gain is adjusted to a predefined value before the steps of measuring and recording the values of the signal transmitted by the monitoring sensor (38) (Gold, paragraph [0057], adjusting electronic gain). Claim 13 Gold in view of Garcia discloses the method according to claim 12, wherein the electronic gain of the monitoring sensor (38) is set at a maximum before the steps of measuring and recording the values of the signal transmitted by the monitoring sensor (38) (Gold, paragraph [0057], adjusting electronic gain). Claim 15 Gold in view of Garcia discloses the method according to claim 10, wherein the method is implemented with at least two different monitoring sensors, the method comprising at least the following steps: measuring and recording the value of the signal transmitted by each monitoring sensor (38) when each monitoring sensor (38) is not exposed to a reference radiation (72); exposing each monitoring sensor (38) to the reference radiation (72); measuring and recording the value of the signal transmitted by each monitoring sensor (38) when each monitoring sensor (38) is exposed to a reference radiation; calculating a correction coefficient for each monitoring sensor (38) from the reference value associated with the reference radiation and the values of the signal transmitted by each monitoring sensor (38) when each monitoring sensor (38) is not subjected to the reference radiation and when each monitoring sensor (38) is subjected to the reference radiation; and recording in the correction table the correction coefficient for each monitoring sensor (38) and the value of the signal transmitted by each monitoring sensor (38) when each monitoring sensor (38) is not exposed to the reference radiation (72). Claim 16 Gold in view of Garcia discloses the method according to claim 15, wherein the method is implemented with at least two monitoring sensors belonging to the same additive manufacturing machine (Gold, paragraph [0035], plurality of sensors). Claim 18 Gold in view of Garcia discloses the method according to claim 10, wherein the method is applied to one or more sensors for monitoring a melt pool in one or more machines for additive manufacturing by powder bed deposition and selective melting (Gold, paragraph [0003]). Claim 14 is rejected under 35 U.S.C. 103 as being unpatentable over U.S. Patent Pub. 2019/0323951 (“Gold”) in view of WO2021/015729 (“Garcia”), further in view of U.S. Patent Pub. 2022/0324026 (“Beckett”). Claim 14 Gold in view of Garcia discloses the method according to claim 10, wherein, the reference radiation to which the monitoring sensor (38) is exposed originating from a light source calibrated with respect to a light intensity and wavelength (Gold, paragraph [0049]). Gold in view of Garcia discloses a calibrated light source but does not appear to explicitly disclose the calibrated light source comprises a filament lamp equipped with a device for adjusting a light output power. Beckett discloses an additive manufacturing device including a calibrated light source of a filament lamp for melting (paragraph [0094]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to have incorporated the calibrated light source comprises a filament lamp equipped with a device for adjusting a light output power, as disclosed by Beckett, into the device of Gold in view of Garcia, for the purpose providing a higher signal to noise ratio with smaller deviation of data (Beckett, paragraph [0086]). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to ERICA S Y LIN whose telephone number is (571)270-7911. The examiner can normally be reached M-F 8-4, TW M,W. 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 X 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. /ERICA S LIN/Primary Examiner, Art Unit 2853
Read full office action

Prosecution Timeline

Jan 12, 2024
Application Filed
Jan 21, 2026
Non-Final Rejection — §103, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12601634
Infrared Thermal Monitoring System for Industrial Application
2y 5m to grant Granted Apr 14, 2026
Patent 12601640
CURRENT SENSING NOISE THERMOMETER
2y 5m to grant Granted Apr 14, 2026
Patent 12601635
MULTI-SENSOR SYNCHRONOUS NON-CONTACT MEASURING PROBE OF INFRARED THERMOMETER
2y 5m to grant Granted Apr 14, 2026
Patent 12601642
HEADSET
2y 5m to grant Granted Apr 14, 2026
Patent 12571688
WIRELESS MULTI-POINT FOOD THERMOMETER
2y 5m to grant Granted Mar 10, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
86%
Grant Probability
88%
With Interview (+2.4%)
2y 5m
Median Time to Grant
Low
PTA Risk
Based on 1037 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month