Prosecution Insights
Last updated: July 17, 2026
Application No. 18/603,938

CROSS-CORRELATION FILTER FOR DISTRIBUTED ACOUSTIC SENSING SYSTEM FOR WELLBORE

Non-Final OA §102§103
Filed
Mar 13, 2024
Examiner
PEREZ BERMUDEZ, YARITZA H
Art Unit
Tech Center
Assignee
Halliburton Energy Services Inc.
OA Round
1 (Non-Final)
74%
Grant Probability
Favorable
1-2
OA Rounds
1y 1m
Est. Remaining
93%
With Interview

Examiner Intelligence

Grants 74% — above average
74%
Career Allowance Rate
275 granted / 371 resolved
+14.1% vs TC avg
Strong +19% interview lift
Without
With
+19.2%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
17 currently pending
Career history
402
Total Applications
across all art units

Statute-Specific Performance

§101
24.6%
-15.4% vs TC avg
§103
52.5%
+12.5% vs TC avg
§102
8.6%
-31.4% vs TC avg
§112
9.8%
-30.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 371 resolved cases

Office Action

§102 §103
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 . This action is responsive to communication filed on 03/13/2024. Claims 1-20 are pending. 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) 1, 3-8, 10-19 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Ellmauthaler et al. US 20170176243 A1 (hereinafter Ellmauthaler). Regarding claim 1, Ellmauthaler disclose 1. A system comprising: a distributed acoustic sensing (DAS) (see abstract; para. 0022-0023) system that includes a pulse generator (see para. 0002-0003, “mud pulse telemetry… generate pressure pulses”0014, 0018, 0019 wherein transmitted mud pulses are detected using a DAS system; see para. 0022, “signal generator”; see para. 0025,”mud pulses transmitted by a telemetry system”; 0033) and a sensing fiber positionable in a wellbore (see para. 0022-0023, “sensing fiber”); a processor (see abstract; para. 0041 “processor”); and a non-transitory computer-readable medium (para. 0041) that includes instructions executable by the processor for causing the processor to perform operations (para. 0041) comprising: generating, using the pulse generator, a light pulse to be transmitted into the sensing fiber to make one or more measurements relating to a wellbore operation involving the wellbore (see para. 0022-0025, “interrogation light signals”); receiving an initial pulse that includes a reflection of the light pulse prior to the light pulse entering the sensing fiber (see abstract; see para. 0030-0031, “interferometer may be placed in the launch path (i.e. in a position that splits and interferes optical signals 212 prior to traveling down sensing fiber 230) of the interrogating signal (i.e. transmitted optical signal 212) to generate a pair of signals that travel down sensing fiber 230”, wherein optical signals are illustrated as pulses; para. 0023, wherein optical signals 212 are light signals, therefore the initial pulse is implied); applying a cross-correlation filter to one or more subsequently received pulse reflections originating from the sensing fiber, the cross-correlation filter comprising the initial pulse (see abstract; para. 0014, 0030-0031, wherein the initial pulse is implied; 0037, “travel time of the mud pulses may be estimated using a matched filter operation (which may include cross-correlation operations)”; para. 0044, 0053); and generating, based on applying the cross-correlation filter, an output signal usable to control the wellbore operation (see 0068, 0078, 0079 “mud pump stroke pulses in the downhole drilling system using an output of the second matched filter operation”). Regarding claim 3, Ellmauthaler disclose the materials discussed with respect to claim 1, and further disclose wherein the operation of receiving the initial pulse comprises measuring an initial pulse reflection from a reflective surface positionable between the pulse generator and the sensing fiber (see Fig. 2, para. 0025-0026,where “mirrors 250” are positionable between pulse generator 210 and fiber 230). Regarding claim 4, Ellmauthaler disclose the materials as discussed above with respect to claim 1. Ellmauthaler further disclose wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections (see para. 0037, 0053, 0058) comprises (i) isolating a raw I-value of the one or more subsequently received pulse reflections (see para. 0029-0030, 0047, “I component is disclosed) and (ii) isolating a raw Q-value of the one or more subsequently received pulse reflections (see abstract, para 0029-0030, 0040, 0047, 0058, Q component is disclosed). Regarding claim 5, Ellmauthaler disclose the materials as discussed above with respect to claim 4. Ellmauthaler further disclose wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections (see para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q quadrature signals) comprises: cross-correlating the raw I-value with the initial pulse to generate a filtered I-value (see para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q quadrature signals, the matching filter operation include cross-correlation operations); and cross-correlating the raw Q-value with the initial pulse to generate a filtered Q-value (see abstract; para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q values, the matching filter operation include cross-correlation operations). Regarding claim 6, Ellmauthaler disclose the materials as discussed above with respect to claim 5. Ellmauthaler further disclose wherein the operation of generating the output signal comprises estimating a delta phase (dphase) of the generated light pulse using the filtered I-value and the filtered Q-value to generate the output signal (see abstract; para. 0037, 0047, 0050, 0053, 0058, wherein matched filter using quadrature and in phase value is disclosed; see para. 0028-0031, wherein phase shift is disclosed for I and Q values ). Regarding claim 7, Ellmauthaler disclose the materials as discussed above with respect to claim 1. Ellmauthaler further disclose wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises: determining whether to sample the subsequently received pulse reflections with an odd number or with an even number (para. 0026-0027, “at a high sample rate, various regions along sensing fiber 230 may be sampled, with each region being the length of the path mismatch L between paths α and β”); and sampling the odd number or the even number of the subsequently received pulse reflections of the one or more subsequently received pulse reflections (see abstract, para. 0014, 0026-0027, 0048, wherein pulses are being sampled). Examiner notes that it is understood from the claim language that the sampled pulse reflection correspond to any pulse, given that there’s only two options either odd or even pulses. Therefore the language is being interpreted as determining whether to sample the subsequently received pulse reflections with a number; and sampling of the subsequently received pulse reflections of the one or more subsequently received pulse reflections. So it is basically sampling a pulse reflection and sampling a received pulse reflection. Regarding claim 8, Ellmauthaler disclose a method comprising: generating, by a computing system (see para. 0041) communicatively coupled with a distributed acoustic sensing (DAS) system (see abstract; para. 0022-0023) that includes a pulse generator and a sensing fiber positioned in a wellbore (see para. 0022-0023, “sensing fiber”), a light pulse to be transmitted into the sensing fiber to make one or more measurements relating to a wellbore operation involving the wellbore (see para. 0022-0025, “interrogation light signals”); receiving, by the computing system, an initial pulse that includes a reflection of the light pulse prior to the light pulse entering the sensing fiber (see abstract; see para. 0030-0031, “interferometer may be placed in the launch path (i.e. in a position that splits and interferes optical signals 212 prior to traveling down sensing fiber 230) of the interrogating signal (i.e. transmitted optical signal 212) to generate a pair of signals that travel down sensing fiber 230”, wherein optical signals are illustrated as pulses; para. 0023, wherein optical signals 212 are light signals, therefore the initial pulse is implied); applying, by the computing system, a cross-correlation filter to one or more subsequently received pulse reflections originating from the sensing fiber, the cross-correlation filter comprising the initial pulse (see abstract; para. 0014, 0030-0031, wherein the initial pulse is implied; 0037, “travel time of the mud pulses may be estimated using a matched filter operation (which may include cross-correlation operations)”; para. 0044, 0053); and generating, by the computing system and based applying the cross-correlation filter to the one or more subsequently received pulse reflections, an output signal for controlling the wellbore operation (see 0068, 0078, 0079 “mud pump stroke pulses in the downhole drilling system using an output of the second matched filter operation”). Regarding claim 10, Ellmauthaler disclose the materials discussed with respect to claim 8, and further disclose wherein receiving the initial pulse comprises measuring an initial pulse reflection from a reflective surface positionable between the pulse generator and the sensing fiber (see Fig. 2, para. 0025-0026,where “mirrors 250” are positionable between pulse generator 210 and fiber 230). Regarding claim 11, Ellmauthaler disclose the materials as discussed above with respect to claim 8. Ellmauthaler further disclose wherein applying the cross-correlation filter to the one or more subsequently received pulse reflections (see para. 0037, 0053, 0058) comprises (i) isolating a raw I-value of the one or more subsequently received pulse reflections (see para. 0029-0030, 0047, “I component is disclosed) and (ii) isolating a raw Q-value of the one or more subsequently received pulse reflections (see abstract, para 0029-0030, 0040, 0047, 0058, Q component is disclosed). Regarding claim 12, Ellmauthaler disclose the materials as discussed above with respect to claim 11. Ellmauthaler further disclose wherein applying the cross-correlation filter to the one or more subsequently received pulse reflections (see para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q quadrature signals) comprises: cross-correlating the raw I-value with the initial pulse to generate a filtered I-value (see para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q quadrature signals, the matching filter operation include cross-correlation operations); and cross-correlating the raw Q-value with the initial pulse to generate a filtered Q-value (see abstract; para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q values, the matching filter operation include cross-correlation operations). Regarding claim 13, Ellmauthaler disclose the materials as discussed above with respect to claim 12. Ellmauthaler further disclose wherein the operation of generating the output signal comprises estimating a delta phase (dphase) of the generated light pulse using the filtered I-value and the filtered Q-value to generate the output signal (see abstract; para. 0037, 0047, 0050, 0053, 0058, wherein matched filter using quadrature and in phase value is disclosed; see para. 0028-0031, wherein phase shift is disclosed for I and Q values ). Regarding claim 14, Ellmauthaler disclose the materials as discussed above with respect to claim 8. Ellmauthaler further disclose wherein applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises: determining whether to sample the subsequently received pulse reflections with an odd number or with an even number (para. 0026-0027, “at a high sample rate, various regions along sensing fiber 230 may be sampled, with each region being the length of the path mismatch L between paths α and β”); and sampling the odd number or the even number of the subsequently received pulse reflections of the one or more subsequently received pulse reflections (see abstract, para. 0014, 0026-0027, 0048, wherein pulses are being sampled). Examiner notes that it is understood from the claim language that the sampled pulse reflection correspond to any pulse, given that there’s only two options either odd or even pulses. Therefore the language is being interpreted as determining whether to sample the subsequently received pulse reflections with a number; and sampling of the subsequently received pulse reflections of the one or more subsequently received pulse reflections. So it is basically sampling a pulse reflection and sampling a received pulse reflection. Regarding claim 15, Ellmauthaler disclose 1. A system comprising: a distributed acoustic sensing (DAS) (see abstract; para. 0022-0023) system that includes a pulse generator (see para. 0002-0003, “mud pulse telemetry… generate pressure pulses”0014, 0018, 0019 wherein transmitted mud pulses are detected using a DAS system; see para. 0022, “signal generator”; see para. 0025,”mud pulses transmitted by a telemetry system”; 0033) and a sensing fiber positionable in a wellbore to facilitate one or more measurements about the wellbore (see para. 0022-0023, “sensing fiber”, 0025 vibration or acoustically induced strains that may comprise mud pulses); a reflective surface positionable between the pulse generator and the sensing fiber to reflect at least a portion of the one or more light pulses (see Fig. 2, para. 0025-0026,where “mirrors 250” are positionable between pulse generator 210 and fiber 230). a processor (see abstract; para. 0041 “processor”); and a non-transitory computer-readable medium (para. 0041) that includes instructions executable by the processor for causing the processor to perform operations (para. 0041) comprising: generating, using the pulse generator, a particular light pulse to be transmitted into the sensing fiber to make one or more measurements relating to a wellbore operation involving the wellbore (see para. 0022-0025, “interrogation light signals”, vibration or acoustically induced strains that may comprise mud pulses); receiving by reflecting at least a portion of the particular light pulse from the reflective surface prior to the particular light pulse entering the sensing fiber an initial pulse (see abstract; see para. 0030-0031, “interferometer may be placed in the launch path (i.e. in a position that splits and interferes optical signals 212 prior to traveling down sensing fiber 230) of the interrogating signal (i.e. transmitted optical signal 212) to generate a pair of signals that travel down sensing fiber 230”, wherein optical signals are illustrated as pulses; para. 0023, wherein optical signals 212 are light signals, therefore the initial pulse is implied); applying a cross-correlation filter to one or more subsequently received pulse reflections originating from the sensing fiber, the cross-correlation filter comprising the initial pulse (see abstract; para. 0014, 0030-0031, wherein the initial pulse is implied; 0037, “travel time of the mud pulses may be estimated using a matched filter operation (which may include cross-correlation operations)”; para. 0044, 0053); and generating, based on applying the cross-correlation filter to the one or more subsequently received pulse reflections, an output signal usable to control the wellbore operation (see 0068, 0078, 0079 “mud pump stroke pulses in the downhole drilling system using an output of the second matched filter operation”). Regarding claim 16, Ellmauthaler disclose the materials as discussed above with respect to claim 15. Ellmauthaler further disclose wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections (see para. 0037, 0053, 0058) comprises (i) isolating a raw I-value of the one or more subsequently received pulse reflections (see para. 0029-0030, 0047, “I component is disclosed) and (ii) isolating a raw Q-value of the one or more subsequently received pulse reflections (see abstract, para 0029-0030, 0040, 0047, 0058, Q component is disclosed). Regarding claim 17, Ellmauthaler disclose the materials as discussed above with respect to claim 16. Ellmauthaler further disclose wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections (see para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q quadrature signals) comprises: cross-correlating the raw I-value with the initial pulse to generate a filtered I-value (see para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q quadrature signals, the matching filter operation include cross-correlation operations); and cross-correlating the raw Q-value with the initial pulse to generate a filtered Q-value (see abstract; para. 0037, 0047, 0050, 0053, 0058, wherein a matched filter operation is disclosed with the received DAS data signals using the I and Q values, the matching filter operation include cross-correlation operations). Regarding claim 18, Ellmauthaler disclose the materials as discussed above with respect to claim 17. Ellmauthaler further disclose wherein the operation of generating the output signal comprises estimating a delta phase (dphase) of the generated light pulse using the filtered I-value and the filtered Q-value to generate the output signal (see abstract; para. 0037, 0047, 0050, 0053, 0058, wherein matched filter using quadrature and in phase value is disclosed; see para. 0028-0031, wherein phase shift is disclosed for I and Q values ). Regarding claim 19, Ellmauthaler disclose the materials as discussed above with respect to claim 15. Ellmauthaler further disclose wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises: determining whether to sample the subsequently received pulse reflections with an odd number or with an even number (para. 0026-0027, “at a high sample rate, various regions along sensing fiber 230 may be sampled, with each region being the length of the path mismatch L between paths α and β”); and sampling the odd number or the even number of the subsequently received pulse reflections of the one or more subsequently received pulse reflections (see abstract, para. 0014, 0026-0027, 0048, wherein pulses are being sampled). Examiner notes that it is understood from the claim language that the sampled pulse reflection correspond to any pulse, given that there’s only two options either odd or even pulses. Therefore the language is being interpreted as determining whether to sample the subsequently received pulse reflections with a number; and sampling of the subsequently received pulse reflections of the one or more subsequently received pulse reflections. So it is basically sampling a pulse reflection and sampling a received pulse reflection. 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) 2 and 9 is/are rejected under 35 U.S.C. 103 as being unpatentable over Ellmauthaler et al. US 20170176243 A1 (hereinafter Ellmauthaler) in view of Farhadiroushan et al. US20240011824A1 (hereinafter Farhadiroushan). Regarding claim 2, Ellmauthaler disclose the materials as applied above with respect to claim 1. However Ellmauthaler do not expressly or explicitly teach that the operation of receiving the initial pulse comprises generating a synthetic light pulse that is an estimated initial pulse reflection, and wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises cross-correlating the synthetic light pulse and the one or more subsequently received pulse reflections. Farhadiroushan disclose the operation of receiving the initial pulse comprises generating a synthetic light pulse that is an estimated initial pulse reflection, and wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises cross-correlating the synthetic light pulse and the one or more subsequently received pulse reflections (see para. 0032-0035, 0039, 0040; Figures 1 and 7, an operation of receiving a light source comprises generating a synthetic light source that is an estimated reflection by faraday-rotator mirrors (107, 108), and the operation of applying a fast processor unit (714) to the one or more subsequently received pulses comprises cross-correlating the synthetic light source and the one or more subsequently received pulse reflections). Therefore, it would have been obvious to one of ordinary skilled in the art before the effective filing date of the claimed invention given the teachings of Farhadiroushan, to configure the system of Ellmauthaler for conducting the operation of receiving the initial pulse comprises generating a synthetic light pulse that is an estimated initial pulse reflection, and wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises cross-correlating the synthetic light pulse and the one or more subsequently received pulse reflections for the benefit of improving the signal visibility and sensitivity, obtaining fast quantitative measurements with high sensitivity (see para. 0012, 0040). Regarding claim 9, Ellmauthaler disclose the materials as applied above with respect to claim 8. However Ellmauthaler do not expressly or explicitly teach that the operation of receiving the initial pulse comprises generating a synthetic light pulse that is an estimated initial pulse reflection, and wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises cross-correlating the synthetic light pulse and the one or more subsequently received pulse reflections. Farhadiroushan disclose the operation of receiving the initial pulse comprises generating a synthetic light pulse that is an estimated initial pulse reflection, and wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises cross-correlating the synthetic light pulse and the one or more subsequently received pulse reflections (see para. 0032-0035, 0039, 0040; Figures 1 and 7, an operation of receiving a light source comprises generating a synthetic light source that is an estimated reflection by faraday-rotator mirrors (107, 108), and the operation of applying a fast processor unit (714) to the one or more subsequently received pulses comprises cross-correlating the synthetic light source and the one or more subsequently received pulse reflections). Therefore, it would have been obvious to one of ordinary skilled in the art before the effective filing date of the claimed invention given the teachings of Farhadiroushan, to configure the system of Ellmauthaler for conducting the operation of receiving the initial pulse comprises generating a synthetic light pulse that is an estimated initial pulse reflection, and wherein the operation of applying the cross-correlation filter to the one or more subsequently received pulse reflections comprises cross-correlating the synthetic light pulse and the one or more subsequently received pulse reflections for the benefit of improving the signal visibility and sensitivity, obtaining fast quantitative measurements with high sensitivity (see para. 0012, 0040). Claim(s) 20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Ellmauthaler et al. US 20170176243 A1 (hereinafter Ellmauthaler) in view of Li et al. US2023/0071743A1. Regarding claim 20, Ellmauthaler disclose the materials discussed with respect to claim 15. However Ellmauthaler do not expressly or explicitly disclose that the wellbore operation comprises a fracturing operation, and wherein the operations further comprise adjusting a fracture parameter to control the fracturing operation. Li disclose a method for quantitative hydraulic fracturing surveillance from fiber optic sensing, capturing distributed acoustic sensing (DAS) data (see abstract, para. 0021), wherein the wellbore operation comprises a fracturing operation, and wherein the operations further comprise adjusting a fracture parameter to control the fracturing operation (see para. 0021, 0064, 0068). Therefore, it would have been obvious to one of ordinary skilled in the art before the effective filing date of the claimed invention to configure the system of Ellmauthaler such that the wellbore operation comprises a fracturing operation, and wherein the operations further comprise adjusting a fracture parameter to control the fracturing operation for the benefit of quantitatively predicting fracturing profiling from fiber optic DAS data (see para. 0062) enabling and providing the first step towards an automated quantitative framework for intelligence completion and production monitoring, with minimal manual interpretation (see para. 0068). Conclusion The prior art made of record cited in form PTOL-892 and not relied upon is considered pertinent to applicant's disclosure. Mizuna et al. US20220307895A1 disclose an optical fiber based seismic sensing technology such as distributed acoustic sensing (DAS) which provides industries (i.e. oil and gas industry) with new options for seismic sensing. In borehole seismic the DAS provides a viable alternative to downhole particle motion sensor arrays with high sensor count flexible deployment and long term operation (see para. 0003). Ellmauthaler et al. US20220145755 disclose a distributed acoustic system (DAS) including an interrogator that includes two or more lasers , a pulser module, a wavelength division multiplexer (WDM), wherein each of pulser modules are connected to WDM as inputs and a downhole fiber attached to the WDM as an output and wherein the downhole fiber includes at least one sensing fiber. Ellmauthaler further disclose increasing a sampling frequency may include identifying a length of a downhole fiber connected to an interrogator, generating and launching a light pulse from each of the two or more lasers the pulser module, and delaying an output from the pulser module into the downhole fiber by k/N seconds, where k is a pulse repetition interval of the pulser module and N is equal to the two or more lasers (see abstract; para. 0075-0076). Any inquiry concerning this communication or earlier communications from the examiner should be directed to YARITZA H PEREZ BERMUDEZ whose telephone number is (571)270-1520. The examiner can normally be reached Monday-Friday. 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, Shelby A Turner can be reached at (571) 272-6334. 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. /YARITZA H. PEREZ BERMUDEZ/ Examiner Art Unit 2857 /SHELBY A TURNER/Supervisory Patent Examiner, Art Unit 2857
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Prosecution Timeline

Mar 13, 2024
Application Filed
Jun 26, 2026
Non-Final Rejection mailed — §102, §103 (current)

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