Prosecution Insights
Last updated: July 17, 2026
Application No. 18/765,334

OPERATION MANAGEMENT SYSTEM

Non-Final OA §103
Filed
Jul 08, 2024
Priority
Jul 13, 2023 — JP 2023-115062
Examiner
LU, HUA
Art Unit
Tech Center
Assignee
Toyota Motor Corporation
OA Round
1 (Non-Final)
69%
Grant Probability
Favorable
1-2
OA Rounds
1y 1m
Est. Remaining
96%
With Interview

Examiner Intelligence

Grants 69% — above average
69%
Career Allowance Rate
401 granted / 582 resolved
+8.9% vs TC avg
Strong +27% interview lift
Without
With
+27.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 2m
Avg Prosecution
44 currently pending
Career history
621
Total Applications
across all art units

Statute-Specific Performance

§101
0.6%
-39.4% vs TC avg
§103
93.6%
+53.6% vs TC avg
§102
4.3%
-35.7% vs TC avg
§112
0.1%
-39.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 582 resolved cases

Office Action

§103
CTNF 18/765,334 CTNF 87778 Notice of Pre-AIA or AIA Status 07-03-aia AIA 15-10-aia The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA. DETAILED ACTION 2. This action is responsive to the Application filed on 7/8/2024. A filing date 7/8/2024 is acknowledged. The sought benefit of JP application 2023-115062 (which was filed on 7/13/2023) is acknowledged. Claims 1-5 are pending in this application. Claim 1 is independent claim. Claim Rejections - 35 USC § 103 07-06 AIA 15-10-15 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 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. 07-20-aia AIA 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 of this title, 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. 07-23-aia AIA The factual inquiries set forth in Graham v. John Deere Co. , 383 U.S. 1, 148 USPQ 459 (1966), that are applied for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. 07-20-02-aia AIA This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. 07-21-aia AIA 3. Claim s 1-5 are rejected under 35 U.S.C. 103 as being unpatentable over Adam Dunigan (US Publication 20220342401 A1, hereinafter Dunigan), and in view of Mario Harz et al (US Publication 20250238027 A1, hereinafter Harz) . As for independent claim 1, Dunigan discloses: A system for managing operation of a line composed of a plurality of cooperating work subjects (Abstract, Systems and methods for production line optimization) , the system comprising: at least one processor; at least one memory coupled to or integrated in the at least one processor; and a plurality of instructions stored in the at least one memory and executable by the at least one processor, wherein the plurality of instructions is configured to cause the at least one processor to execute ([0045], The production line analyzer 112 may include a processor 116, and a communication module 118, that couples to each PLC 108 (which includes a respective processor and communication module) via a communication layer 120) : setting, for each work subject, an intensity that decreases at a speed corresponding to a work speed ([0010], determining optimal equipment speed set-points as a function of reliability; [0013], a bottleneck analyzer that formulates speed, downtime, and outright bottleneck determinations; [0014], optimal equipment parameters, including recipes, speeds, and/or configurations; [0085], decreasing an effective speed of the equipment or conveyor; [0090], by tracking and documenting the speed setpoint changes, the rate analyzer may compare the controlled speed setpoint 714 against one or more critical thresholds 720 defining upper and/or lower bounds of a controlled parameter value) , recovers by a recovery action, and is given a lower limit value ([0017], allowing for simulation and evaluation of potential maintenance solutions towards fixing production lines and/or equipment; please note maintenance is a recovery action) , receiving a target handling plan for the line ([0115], This prioritized list may also be based on a desired capital expenditure, so as to allow the line operator to achieve a desired cost-spend in operating the production line) , creating an operation plan including at least the working speed and a timing of the recovery action ([0010], simulating package format/production line configuration changes to determine return on investment and optimal production scheduling) by using a simulation model obtained by modeling the line so that the target handling plan is achieved ([0092], a simulation tool, described below, to model and evaluate output production line setpoints output by the various analyzers; [0203], modifying an initial model of the production line based on the equipment data to yield a simulated production line model; simulating, using the simulated production line model a plurality of potential modifications to the production line; and, outputting a prioritized list of the potential modifications based on the optimization rules) while maintaining the intensity at the lower limit value or more, and allowing the intensity to temporarily decrease to less than the lower limit value in creation of the operation plan in response to the target handling plan exceeding a predetermined reference value ([0086], the rate analyzer 700 determines, for a given equipment, an optimal speed (e.g., a most effective speed) equal to about 75% of the machine's maximum speed; [0089], if the system determines that machine or conveyor availability under current recipe parameters exceeds equipment or conveyor availability under currently defined ideal recipe parameters, the system may automatically re-define the ideal recipe parameters using the current recipe parameters) . Dunigan discloses a production line optimization system including a simulation tool but does not clearly disclose a simulation model, in an analogous art of production line optimization system, Harz discloses: using a simulation model obtained by modeling the line so that the target handling plan is achieved (Harz: [0101], The state machine diagram of each individual machine of a production line may be used for a simulation of the production line. For example, a simulation model of the EPU may be constructed based on the state machines of machines of the EPU. The state machine diagrams may model the behaviour of a single object, such as machine speed specifying the different states of speed to which these machines can go during production, based on events); Dunigan and Harz are analogous arts because they are in the same field of endeavor, monitoring, production line optimization. Therefore, it would have been obvious to one with ordinary skill in the art before the effective filing date of the claimed invention, to modify the invention of Dunigan using the teachings of Harz to include using a simulation model of production line. It would provide Dunigan’s system with enhanced capabilities of optimize production lines with optimal speed and other parameters. As for claim 2, Dunigan-Harz discloses: wherein the plurality of instructions is configured to cause the at least one processor to further execute creating the operation plan using the simulation model so that the intensity is recovered to the lower limit value or more by a time when a predetermined period elapses after the intensity is decreased to be less than the lower limit value (Dunigan: [0086], the rate analyzer 700 determines, for a given equipment, an optimal speed (e.g., a most effective speed) equal to about 75% of the machine's maximum speed; [0089], if the system determines that machine or conveyor availability under current recipe parameters exceeds equipment or conveyor availability under currently defined ideal recipe parameters, the system may automatically re-define the ideal recipe parameters using the current recipe parameters) . As for claim 3, Dunigan-Harz discloses: wherein the simulation model includes a digital twin that reproduces the line in a virtual space, and the setting the intensity includes setting the intensity individually for each work subject based on data obtained from each work subject in a real space (Harz: Abstract, based on speed set points for the plurality of machines, calculating, by a digital twin speed management component, at least one new speed set point for at least one machine of the plurality of machines of the production line, based on the determined plurality of statuses and the respective configuration used for the digital twin speed management component, and analysing performance of the production line based on speed set points for the plurality of machines, including the calculated at least one new speed set point for at least one machine of the plurality of machines, and, based on the analysis, deploying a configuration of the plurality of configurations of the speed management component for controlling the plurality of machines of the production line) . As for claim 4, Dunigan-Harz discloses: wherein the creating the operation plan includes creating the operation plan individually for each work subject as long as the target handling plan is achieved (Harz: [0101], The state machine diagram of each individual machine of a production line may be used for a simulation of the production line) . As for claim 5, Dunigan-Harz discloses: wherein the setting the intensity individually for each work subject includes setting at least one of a maximum value of the intensity, a rate of decrease of the intensity with respect to the work speed, and the lower limit value individually for each work subject (Dunigan: [0082], the rate analyzer 700 analyzes machine speed data and determines that a equipment set to a max speed will perform with less efficiency as compared to efficiency achieved by the same equipment when set to a lower speed) . Examiner’s Note Examiner has cited particular columns/paragraph and line numbers in the references applied to the claims above for the convenience of the applicant. Although the specified citations are representative of the teachings of the art and are applied to specific limitations within the individual claim, other passages and figures may apply as well. It is respectfully requested from the applicant in preparing responses, to fully consider the references in entirety as potentially teaching all or part of the claimed invention, as well as the context of the passage as taught by the prior art or disclosed by the Examiner. In the case of amending the Claimed invention, Applicant is respectfully requested to indicate the portion(s) of the specification which dictate(s) the structure relied on for proper interpretation and also to verify and ascertain the metes and bounds of the claimed invention. This will assist in expediting compact prosecution. MPEP 714.02 recites: “Applicant should also specifically point out the support for any amendments made to the disclosure. See MPEP § 2163.06. An amendment which does not comply with the provisions of 37 CFR 1.121(b), (c), (d), and (h) may be held not fully responsive. See MPEP § 714.” Amendments not pointing to specific support in the disclosure may be deemed as not complying with provisions of 37 C.F.R. 1.131(b), (c), (d), and (h) and therefore held not fully responsive. Generic statements such as “Applicants believe no new matter has been introduced” may be deemed insufficient . Conclusion 07-96 AIA The prior art made of record and not relied upon is considered pertinent to applicant’s disclosure. Applicants are required under 37 C.F.R. § 1.111(c) to consider these references fully when responding to this action . Cella (US Publication 20210287459) DIGITAL TWIN SYSTEMS AND METHODS FOR TRANSPORTATION SYSTEMS It is noted that any citation to specific pages, columns, lines, or figures in the prior art references and any interpretation of the references should not be considered to be limiting in any way. A reference is relevant for all it contains and may be relied upon for all that it would have reasonably suggested to one having ordinary skill in the art. In re Heck , 699 F.2d 1331, 1332-33, 216 U.S.P.Q. 1038, 1039 (Fed. Cir. 1983) (quoting In re Lemelson , 397 F.2d 1006, 1009, 158 U.S.P.Q. 275, 277 (C.C.P.A. 1968)). Any inquiry concerning this communication or earlier communications from the examiner should be directed to Hua Lu whose telephone number is 571-270-1410 and fax number is 571-270-2410. The examiner can normally be reached on Mon-Fri 9:00 am to 6:00 pm EST. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Scott Baderman can be reached on 571-272-3644. The fax phone number for the organization where this application or proceeding is assigned is 703-273-8300. 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. /Hua Lu/ Primary Examiner, Art Unit 2118 Application/Control Number: 18/765,334 Page 2 Art Unit: 2118 Application/Control Number: 18/765,334 Page 3 Art Unit: 2118 Application/Control Number: 18/765,334 Page 4 Art Unit: 2118 Application/Control Number: 18/765,334 Page 5 Art Unit: 2118 Application/Control Number: 18/765,334 Page 6 Art Unit: 2118 Application/Control Number: 18/765,334 Page 7 Art Unit: 2118 Application/Control Number: 18/765,334 Page 8 Art Unit: 2118 Application/Control Number: 18/765,334 Page 9 Art Unit: 2118 Application/Control Number: 18/765,334 Page 10 Art Unit: 2118
Read full office action

Prosecution Timeline

Jul 08, 2024
Application Filed
Jun 03, 2026
Non-Final Rejection mailed — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12679684
ROLLER, INSPECTION METHOD AND APPARATUS, COIL CONVEYING METHOD AND APPARATUS, DEVICE AND MEDIUM
2y 11m to grant Granted Jul 14, 2026
Patent 12669917
CONTROL DISPLAY METHOD, APPARATUS, AND DEVICE, AND MEDIUM
2y 6m to grant Granted Jun 30, 2026
Patent 12666114
DISCOVERING AND DISPLAYING MEDIA CONTENT RELATED TO AN ELECTRONIC DOCUMENT
5y 8m to grant Granted Jun 23, 2026
Patent 12663769
INTUITIVE POINT AND WIRING CHECKOUT OF A BUILDING MANAGEMENT SYSTEM USING A MOBILE DEVICE
3y 4m to grant Granted Jun 23, 2026
Patent 12661848
SYSTEM AND METHOD FOR THREE-DIMENSIONAL PRINTING OF COLLIMATOR
2y 11m to grant Granted Jun 23, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2
Expected OA Rounds
69%
Grant Probability
96%
With Interview (+27.4%)
3y 2m (~1y 1m remaining)
Median Time to Grant
Low
PTA Risk
Based on 582 resolved cases by this examiner. Grant probability derived from career allowance 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