Prosecution Insights
Last updated: July 17, 2026
Application No. 18/665,311

DATA CENTER COOLING DISTRIBUTION UNITS WITH REPLACEABLE COMPONENTS

Final Rejection §103
Filed
May 15, 2024
Examiner
JONES, GORDON A
Art Unit
3763
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
NVIDIA Corporation
OA Round
2 (Final)
60%
Grant Probability
Moderate
3-4
OA Rounds
1y 1m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 60% of resolved cases
60%
Career Allowance Rate
339 granted / 560 resolved
-9.5% vs TC avg
Strong +39% interview lift
Without
With
+38.8%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
50 currently pending
Career history
622
Total Applications
across all art units

Statute-Specific Performance

§103
86.8%
+46.8% vs TC avg
§102
10.1%
-29.9% vs TC avg
§112
2.8%
-37.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 560 resolved cases

Office Action

§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 . 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. The factual inquiries 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. Claim(s) 1, 3-6, 10, 12-13, 21-22 is/are rejected under 35 U.S.C. 103 as being unpatentable over SHENG et al. US 2025/0261335 Al in view of Subrahmanya US 20200309429 A1. Re claim 1, SHENG et al. teach a system comprising: one or more coolant distribution units (110, 111) having one or more swappable filters (114) coupled, to one or more isolation valves (112, 115) that control one or more coolant flows through the one or more swappable filters (para 59). SHENG et al. fail to explicitly teach connectors and processor details. Subrahmanya teach through one or more disconnectable connectors (para 51, 53, 55, 58), to one or more isolation valves (232) and one or more processors to send one or more control signals to the one or more isolation valves to automatically turn off any coolant flow to the one or more swappable filters upon detecting the one or more swappable filters are removed (para 57) by disconnecting the one or more disconnectable connectors (para 84) from the one or more coolant distribution units ( in the instant combination) to provide filter information to a controller. It has been held that a prior art reference must either be in the field of applicant’s endeavor or, if not, then be reasonably perti-nent to the particular problem with which the applicant was con-cerned, in order to be relied upon as a basis for rejection of the claimed invention. In the instant case Subrahmanya is reasonably perti-nent to the particular problem with which the applicant was con-cerned. Both, Subrahmanya and the applicant disclose removable filters connected to a cooling system, and a processor receiving information on the presence and/or status of the disconnectable filter being connected/disconnected from the loop. Therefore, it would have been obvious to one of ordinary skill in the art at the time the invention of SHENG et al. was made to incorporate connectors and processor details as taught by Subrahmanya in order to leak detection or other malfunctions at the filter connection assembly. Re claim 3, the instant combination teach wherein one or more replacement filters are coupled to the one or more coolant distribution units through the one or more disconnectable connectors in place of the removed one or more swappable filters (see the rejections of claims 1 noting any filter whether it is original or replaced meet the limitation of a filter coupled to fluid circuit). For clarity, the recitation “…in place of the removed one or more swappable filters …” has been considered a recitation of intended use. It has been held that the recitation with respect to the matter in which a claimed apparatus is intended to be employed does not differentiate the claimed apparatus from a prior art apparatus satisfying the claimed structural limitations. See MPEP 2114. In the instant case, the prior art meets all of the structural limitations, and is therefore capable of performing the claimed recitations set forth above. The recitation of “in place of the removed one or more swappable filters” is considered to be a product-by-process limitation. In product-by-process claims, “once a product appearing to be substantially identical is found and a 35 U.S.C. 102/103 rejection [is] made, the burden shifts to the applicant to show an unobvious difference.” MPEP 2113. This rejection under 35 U.S.C. 102/103 is proper because the “patentability of a product does not depend on its method of production.” A process may entail using multiple replaced and different filters but in the apparatus claim any filter whether it is original or replaced meet the limitation of a filter coupled to fluid circuit. Re claim 4, SHENG et al. teach wherein the one or more swappable filters are placed in parallel, and wherein a first filter of the one or more swappable filters is configured to filter a coolant flow within at least one of the one or more coolant distribution units upon removal of a second filter in parallel (fig 2, noting the prior art meets the configuration and is capable of performing the functional limitation). Re claim 5, SHENG et al. teach wherein the one or more swappable filters are placed to filter the one or more coolant flows before the one or more coolant flows enter one or more pumps (103; noting a loop and “before “ being met in a loop process) that pump the one or more coolant flows out of the one or more coolant distribution units. Re claim 6, SHENG et al. teach wherein the one or more swappable filters are placed to filter the one or more coolant flows after the one or more coolant flows are pumped out from one or more pumps (103; noting a loop and “after“ being met in a loop process) at one or more coolant return sides of the one or more coolant distribution units. Re claim 10, SHENG et al. teach a coolant distribution apparatus (110, 111) comprising; one or more swappable filters (114) coupled, to one or more isolation valves (112, 115) that control one or more coolant flows through the one or more swappable filters (para 59). SHENG et al. fail to explicitly teach connectors and processor details. Subrahmanya teach through one or more disconnectable connectors (para 51, 53, 55, 58), to one or more isolation valves (232) and one or more processors to send one or more control signals to the one or more isolation valves to automatically turn off any coolant flow to the one or more swappable filters upon detecting the one or more swappable filters are removed (para 57) by disconnecting the one or more disconnectable connectors (para 84) from the one or more coolant distribution units ( in the instant combination) to provide filter information to a controller. It has been held that a prior art reference must either be in the field of applicant’s endeavor or, if not, then be reasonably perti-nent to the particular problem with which the applicant was con-cerned, in order to be relied upon as a basis for rejection of the claimed invention. In the instant case Subrahmanya is reasonably perti-nent to the particular problem with which the applicant was con-cerned. Both, Subrahmanya and the applicant disclose removable filters connected to a cooling system, and a processor receiving information on the presence and/or status of the disconnectable filter being connected/disconnected from the loop. Therefore, it would have been obvious to one of ordinary skill in the art at the time the invention of SHENG et al. was made to incorporate connectors and processor details as taught by Subrahmanya in order to leak detection or other malfunctions at the filter connection assembly. Re claim 12, see the rejection of claim 3. Re claim 13, see the rejection of claim 4. Re claim 21, SHENG et al. teach wherein the one or more swappable filters are placed to filter the one or more coolant flows before the one or more coolant flows enter one or more pumps (103; noting a loop and “before “ being met in a loop) that pump the one or more coolant flows out of the one or more coolant distribution units. Re claim 22, SHENG et al. teach wherein the one or more swappable filters are placed to filter the one or more coolant flows after the one or more coolant flows are pumped out from one or more pumps (103; noting a loop and “after“ being met in a loop process) at one or more coolant return sides of the one or more coolant distribution units. Claim(s) 7, 15 is/are rejected under 35 U.S.C. 103 as being unpatentable over SHENG et al. , as modified by Subrahmanya , in view of HAMANO US 20240334664 A1. Re claim 7, SHENG et al. , as modified fail to explicitly teach panel details. HAMANO teach wherein the one or more coolant distribution units contain one or more rotatable user interface panels (21, figs) that are configured to rotate to a user-desired orientation to incorporate specific electronic devices. It would have been obvious to one of ordinary skill in the art at the time the invention was made to include panel details as taught by HAMANO in the SHENG et al. , as modified invention in order to advantageously allow for a conductive panel including a first opening, a display to display an image, and an electrically insulating spacer fixed to the panel. Re claim 15, see the rejection of claim 7. Claim(s) 8, 16, 23 is/are rejected under 35 U.S.C. 103 as being unpatentable over SHENG et al. , as modified by Subrahmanya, in view of Gupta US 20230363117 A1. Re claim 8, SHENG et al. teach wherein the one or more coolant distribution units contain one or more coolant health monitor sensors (106-110) that are configured to collect one or more coolant health measurements and one or more bypass coolant lines that conduct the one or more coolant flows upon detachment of the one or more detachable coolant health monitor sensors (noting the lines in between structure on either parallel unit is considered a bypass line relative to the other unit, and the structure is capable of performing the functional limitations). SHENG et al. , as modified fail to explicitly teach sensor details. Gupta teach one or more detachable coolant health monitor sensors to provide quick disconnect fittings to sensors (para 85). It would have been obvious to one of ordinary skill in the art at the time the invention was made to include sensor details as taught by Gupta in the SHENG et al. , as modified invention in order to advantageously allow for facilitating a servicing and replacement of a pressure sensor. Re claim 16, SHENG et al. teach one or more coolant health monitor sensors that are configured to collect one or more coolant health measurements (106-110; noting the lines in between structure on either parallel unit is considered a bypass line relative to the other unit). SHENG et al. fail to explicitly teach sensor details. Gupta teach one or more detachable coolant health monitor sensors to provide quick disconnect fittings to sensors (para 85). It would have been obvious to one of ordinary skill in the art at the time the invention was made to include sensor details as taught by Gupta in the SHENG et al. invention in order to advantageously allow for facilitating a servicing and replacement of a pressure sensor. Re claim 23, SHENG et al., as modified, teach further comprising one or more bypass coolant lines that conduct the one or more coolant flows upon detachment of the one or more detachable coolant health monitor sensors are detached (noting the lines in between structure on either parallel unit is considered a bypass line relative to the other unit, figs, and the structure is capable of performing the functional limitations in the instant combiantion). Claim(s) 9, 17 is/are rejected under 35 U.S.C. 103 as being unpatentable over SHENG et al. , as modified by Subrahmanya, in view of BEAN US 20240251531 A1. Re claim 9, SHENG et al. , as modified fail to explicitly teach PID. BEAN teach the one or more coolant distribution units contain one or more Proportional-Integral-Derivative (PID) control circuits that receive one or more real-time measurements of one or more computing hardware and/or the one or more coolant flows, and generate, by one or more neural network models, one or more control signals indicating one or more cooling settings based at least in part on the one or more real-time measurements (para 46) to create a feedback loop. It would have been obvious to one of ordinary skill in the art at the time the invention was made to include PID as taught by BEAN in the SHENG et al. , as modified invention in order to advantageously allow to adjust coolant exit flow rates. Re claim 17, SHENG et al. , as modified fail to explicitly teach PID. BEAN teach one or more Proportional-Integral-Derivative (PID) control circuits that receive one or more real-time heat load measurements of one or more computing hardware, and generate one or more control signals indicating one or more cooling settings based at least in part on the one or more real-time heat load measurements (para 46) to create a feedback loop. It would have been obvious to one of ordinary skill in the art at the time the invention was made to include PID as taught by BEAN in the SHENG et al. , as modified invention in order to advantageously allow to adjust coolant exit flow rates. Claim(s) 14 is/are rejected under 35 U.S.C. 103 as being unpatentable over SHENG et al. , as modified by Subrahmanya, in view of Enright US 20220400584 A1. Re claim 14, SHENG et al. , as modified fail to explicitly teach pump details. Enright teach comprising one or more bi-directional pumps configured to fill or drain a coolant from the coolant distribution apparatus (it is noted that the italicized limitation is a functional limitation which the reference is capable of performing) to allow connections to different reservoir types (para 58). It would have been obvious to one of ordinary skill in the art at the time the invention was made to include pump details as taught by Enright in the SHENG et al. , as modified invention in order to advantageously allow so that the pump can draw the fluid and transfer it to the tank . Claim(s) 24-25 is/are rejected under 35 U.S.C. 103 as being unpatentable over SHENG et al. , as modified by Subrahmanya, in view of GAO US 20220272874 A1. Re claim 24, SHENG et al. , as modified fail to explicitly teach blind-mate. GAO teach the one or more disconnect able connectors are one or more blind-mate quick connectors to provide a connector well known in the art (para 25). It would have been obvious to one of ordinary skill in the art at the time the invention was made to include blind-mate as taught by GAO in the SHENG et al. , as modified invention in order to advantageously allow for including such connectors that may be engaged and disengaged without fluid leaks. Re claim 25, SHENG et al. , as modified fail to explicitly teach blind-mate. GAO teach the one or more disconnect able connectors are one or more blind-mate quick connectors to provide a connector well known in the art (para 25). It would have been obvious to one of ordinary skill in the art at the time the invention was made to include blind-mate as taught by GAO in the SHENG et al. , as modified invention in order to advantageously allow for including such connectors that may be engaged and disengaged without fluid leaks. Response to Arguments Applicant's arguments filed 4/14/2026 have been fully considered but they are not persuasive. Applicant argues that SHENG et al. fails to teach newly amended scope to the independent claims (automatically turn off). However, the scope of the independent claims has been changed in the latest reply and therefore the examiner is now relying on Subrahmanya to teach the recited “automatically turn off” (see detailed rejection above). Therefore, the applicants’ arguments are not persuasive. Applicant argues the claims dependent on the independent claim(s) are allowable based upon their dependence from an independent claim. Examiner respectfully disagrees. The arguments with respect to claim(s) 1 and 10 have been addressed above. Thus, the rejections are proper and remain. 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 GORDON A JONES whose telephone number is (571)270-1218. The examiner can normally be reached 7:30-5 M-F PST. 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, Len Tran can be reached at 571-272-1184. 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. /GORDON A JONES/ Examiner, Art Unit 3763
Read full office action

Prosecution Timeline

May 15, 2024
Application Filed
Jan 15, 2026
Non-Final Rejection mailed — §103
Apr 09, 2026
Applicant Interview (Telephonic)
Apr 09, 2026
Examiner Interview Summary
Apr 14, 2026
Response Filed
May 12, 2026
Final Rejection mailed — §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
60%
Grant Probability
99%
With Interview (+38.8%)
3y 3m (~1y 1m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 560 resolved cases by this examiner. Grant probability derived from career allowance rate.

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