Prosecution Insights
Last updated: April 19, 2026
Application No. 18/484,140

Iterative Cement Bond Logging Without Calibration

Final Rejection §103
Filed
Oct 10, 2023
Examiner
ARMSTRONG, JONATHAN D
Art Unit
3645
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Halliburton Energy Services, Inc.
OA Round
2 (Final)
52%
Grant Probability
Moderate
3-4
OA Rounds
3y 9m
To Grant
54%
With Interview

Examiner Intelligence

Grants 52% of resolved cases
52%
Career Allow Rate
218 granted / 415 resolved
+0.5% vs TC avg
Minimal +2% lift
Without
With
+1.5%
Interview Lift
resolved cases with interview
Typical timeline
3y 9m
Avg Prosecution
63 currently pending
Career history
478
Total Applications
across all art units

Statute-Specific Performance

§101
3.5%
-36.5% vs TC avg
§103
55.6%
+15.6% vs TC avg
§102
20.5%
-19.5% vs TC avg
§112
18.4%
-21.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 415 resolved cases

Office Action

§103
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 § 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. Claims 1-2 and 11-12 are rejected under 35 U.S.C. 103 as being unpatentable over Chace (US 2012/0075953 A1; ids) and Li (US 2022/0049600 Al; ids). Regarding claims 1 and 11, Chace teaches a method and a system comprising: disposing a bottom hole assembly (BHA) into a wellbore at a depth, wherein the BHA comprises [[fig. 4] dispose acoustic tool in borehole and generate acoustic data #51]: at least one transmitter configured to transmit an acoustic waveform into at least a casing; and [[abstract] emitting at least one acoustic signal into the borehole via an acoustic source and detecting a return acoustic signal via an acoustic sensor, the borehole including a casing and a casing support material disposed between the casing and a borehole wall] at least one receiver configured to record one or more casing waveforms that originate from within or behind the casing [[0027] the at least one detector 26 is configured as one or more acoustic receivers 40, 42 configured to detect reflected acoustic waves. In the embodiment shown in FIG 3 two detectors 40, 42 are illustrated. However, any number of detectors 40 may be positioned at various locations in or on the tool 37. For example, an array of detectors may be positioned at multiple locations along the length of the tool and/or at multiple angular locations to affect a two-dimensional or three-dimensional data set.]; calculate at least two or more downhole parameters with the one or more casing waveforms [[0035] in the second stage 52, the acoustic return signals are analyzed to determine parameters as well as the condition of the cement and/or the cement/casing bond. This analysis may include recording the return signals over time and correlating them to depth as well as processing the associated data to yield a log ( e.g., a CBL) or other measurement record. Examples of useful data include the time and amplitude of both emitted and recorded waves, signal amplitude and time lag values. In addition, wave attenuation as the wave propagates through the casing 18 and the cement 20 may be recorded]; calculating a [correlation] between the at least two or more downhole parameters comprising at least a magnitude and an attenuation [[prior art claim 4] calculating at least one of an amplitude and an attenuation of the return acoustic signal and correlating the at least one of the amplitude and the attenuation to a location in the borehole.; [prior art claim 14] generating an acoustic log that includes a plurality of return signal amplitudes, each return signal amplitude correlated with a respective location; [[0006] comparing at least one of an amplitude and an attenuation of each return signal amplitude to a reference value]; and forming a cement bond log based at least in part on the [correlation] [[0035] analysis may include recording the return signals over time and correlating them to depth as well as processing the associated data to yield a log ( e.g., a CBL)]. Chace does not explicitly teach and yet Li teaches calculating a correlation coefficient [[0037] cross-correlation algorithm is applied to the return signal information in the frequency domain and the reference frequency domain return signal information to provide a cross-correlation coefficient indicative of how close the return signal information in the frequency domain is to the reference frequency domain return signal information. In one example, the reference information is for a free-standing tubular with no bonding. Hence, a cross-correlation coefficient indicating a high degree of correlation will characterize the actual tubular as being free standing with no bonds or bonding. Various cross-correlation algorithms may be used. As with the first method, a threshold value for the cross-correlation coefficient may be used to determine whether a bond is satisfactory or not.]. It would have been obvious to a person having ordinary skill in the art prior to the effective filing date of the invention to modify the correlation as taught by Chace, with the correlation coefficient as taught by Li because an index can be used to characterize whether or not a casing bond is satisfactory or unsatisfactory (Li) [[0034][0037]]. Regarding claims 2 and 12, Chace teaches the method of claim 1 and the system of claim 11, wherein the two or more downhole parameters are an apparent attenuation and a magnitude of a first receiver from the one or more receivers [[0006] comparing at least one of an amplitude and an attenuation of each return signal amplitude to a reference value]. Claims 3 and 13 are rejected under 35 U.S.C. 103 as being unpatentable over Chace (US 2012/0075953 A1; ids) and Li (US 2022/0049600 Al; ids) as applied to claims 2 and 12 above, and further in view of Izuhara (US 2017 /0226844 A1; ids). Regarding claims 3 and 13, Chace does not explicitly teach and yet Izuhara teaches the method of claim 2 and the system of claim 12, further comprising inverting apparent attenuation in a summation model to form a first possible real attenuation and a second possible real attenuation at the depth [[0016] FIGS. llAand llB are graphical illustration showing attenuations in a selected time window in FIG. llA and apparent attenuation based on a linear fitting in FIG. llB, according to an embodiment of the disclosure; [0046] For the conversion from amplitude/attenuation to bond indices, a linear model between casing amplitude/attenuation and the bond index may be used ( as represented by dashed lines 58 in FIGS. lA and lB). Or, a summation model of casing and tool collar arrivals may be used (as represented by solid lines 60 in FIGS. lA and lB and considering the model represented in FIG. 2).]. It would have been obvious to a person having ordinary skill in the art prior to the effective filing date of the invention to modify the correlation as taught by Chace, with linear fitting and summation model as taught by Izuhara so that amplitudes and/or attenuations so as to form an index may be used to evaluate casing bond quality (Izuhara) [[abstract]]. Allowable Subject Matter Claims 4-10 and 14-20 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. Izuhara (US 2017/0226844 A1; ids) shows two branches of a signal processing flowchart with the calculations of amplitude on the left and the calculation of attenuation on the right. Regarding claims 4 and 14, the closest prior art of record does not appear to teach the method of claim 3 nor the system of claim 13, wherein a branch indicator selects between the first possible real attenuation and the second possible real attenuation to determine a real attenuation. Regarding claims 5 and 15, the closest prior art of record therefore does not appear to teach the method of claims 4 and 14, wherein the branch indicator selects first possible real attenuation if the branch indicator is a left branch and selects second possible real attenuation if the branch indicator is a right branch. Regarding claims 6 and 16, the closest prior art of record therefore does not appear to teach the method of claims 5 nor the system of claim 15, wherein the branch indicator is initially randomly distributed between left branches and right branches. Regarding claims 7 and 17, the closest prior art of record therefore does not appear to teach the method of claim 4 nor the system of claim 14, wherein the correlation coefficient is calculated by: Cov(RX1,RealAtt)P RX1 RealAttLRX1 6RealAtt wherein, RX1 is the magnitude of the first receiver, RealAtt is the real attenuation, pRX1RealAttthe correlation coefficient, Cov(RX1, RealAtt) is the covariance of variables RX1 and RealAtt, aRX1 is the is the standard deviation of the magnitude of the first receiver, and 6RealAtt is the is the standard deviation of the real attenuation. Regarding claims 8 and 18, the closest prior art of record therefore does not appear to teach the method of claim 4 nor the system of claim 14, further comprising determining if the correlation coefficient is minimized by comparing it to a previous correlation coefficient from a previous iteration. Regarding claims 9 and 19, the closest prior art of record therefore does not appear to teach the method of claim 8 nor the system of claim 18, further comprising updating the branch indicator if the correlation coefficient is not minimized. Regarding claims 10 and 20, the closest prior art of record therefore does not appear to teach the method of claim 9 nor the system of claim 19, wherein updating the branch indicator comprises updating one or more indicators at one or more depths. Response to Arguments Applicant's arguments filed 12/23/2025 have been fully considered but they are not persuasive. The primary reference was previously applied as in claim 2 and also appears to be applicable to the amended feature as now recited in claim 1. Finally, there is no complete explanation provided to explain why the amended feature overcomes the art of record. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to JONATHAN D ARMSTRONG whose telephone number is (571)270-7339. The examiner can normally be reached M - F 9am-5pm. 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, Isam Alsomiri can be reached at 571-272-6970. 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. /JONATHAN D ARMSTRONG/ Examiner, Art Unit 3645
Read full office action

Prosecution Timeline

Oct 10, 2023
Application Filed
Sep 30, 2025
Non-Final Rejection — §103
Dec 15, 2025
Interview Requested
Dec 23, 2025
Response Filed
Dec 23, 2025
Applicant Interview (Telephonic)
Dec 24, 2025
Examiner Interview Summary
Jan 22, 2026
Final Rejection — §103 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
52%
Grant Probability
54%
With Interview (+1.5%)
3y 9m
Median Time to Grant
Moderate
PTA Risk
Based on 415 resolved cases by this examiner. Grant probability derived from career allow rate.

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