Prosecution Insights
Last updated: April 20, 2026
Application No. 18/394,503

OPTIMIZED AND AUTOMATED DYNAMIC THERMAL REGULATION METHOD AND APPARATUS WITH SELF-TUNING TWO-PHASE COOLING SYSTEM

Final Rejection §103
Filed
Dec 22, 2023
Examiner
TEITELBAUM, DAVID J
Art Unit
3763
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
Intel Corporation
OA Round
2 (Final)
69%
Grant Probability
Favorable
3-4
OA Rounds
3y 1m
To Grant
94%
With Interview

Examiner Intelligence

Grants 69% — above average
69%
Career Allow Rate
459 granted / 669 resolved
-1.4% vs TC avg
Strong +25% interview lift
Without
With
+25.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 1m
Avg Prosecution
48 currently pending
Career history
717
Total Applications
across all art units

Statute-Specific Performance

§101
0.4%
-39.6% vs TC avg
§103
53.1%
+13.1% vs TC avg
§102
17.4%
-22.6% vs TC avg
§112
27.3%
-12.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 669 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 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. 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 pre-AIA 35 U.S.C. 103(a) 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, 6, 8, 11-12, 15-17, 19-20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) and Ao et al. (US 6,109,533). Per claim 1, Bash teaches a cooling system for a computing system comprising a plurality of electronic components (“processors”, para. 0021), the cooling system comprising: a two-phase coolant (“refrigerant”, para. 0033) having a saturation temperature (“Tsat”, see figure 2), a closed loop for the two-phase coolant, the closed loop comprising: a valve (52, 54, 56, 58) fluidly connected between an outlet of a heat exchanger (outlet of 36) and an inlet of a plurality of evaporator structures (inlet of 12, 14, 16, 18) configured to be thermally coupled to the plurality of electronic components (“a plurality of evaporators 12, 14, 16, 18 (e.g., cold plates) which are connected in a parallel fashion to one another to cool multiple processors (not shown)”, para. 0021); and a compressor (30) fluidly connected between an outlet of the plurality of evaporator structures (outlet of 12, 14, 16, 18) and an inlet of the heat exchanger (inlet to 36), and a processor (60), wherein the processor is configured to: monitor one or more system temperatures (via 82, 84, 86, 88) ; perform a calculation based on the monitored system temperatures and thermodynamic information for the two-phase coolant (see figure 2) adjust an operation of the compressor to alter the saturation temperature but fails to explicitly teach wherein the processor is configured to monitor system temperature of the computing system; performs a calculation based on the monitored system temperatures and thermodynamic information for the two phase coolant; and adjust an operation of the compressor to alter the saturation temperature based on the calculation. Regarding the monitored system temperature being of the system temperature of the computing system, Kearney teaches a cooling system (100) for a computing system (110, 112) wherein a processor (120) is configured to monitor system temperatures (via “That 1”; see figure 1) of the computing system (110, 112) for maintaining the computing system at a predefined temperature (para. 0032). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide a cooling system for a computing system including processing circuitry configured to monitor system temperature, as taught by Kearny in the invention of Bash, in order to advantageously maintain the computing system at a predefined temperature (para. 0032), thereby inhibiting overheating of the electronics and system failure. Regarding the calculation and adjusting the compressor based on the calculation, Ao teaches a cooling system including a processor (inherent) configured to monitoring a system temperature (S42), perform a calculation (“CALCULATE Tsat”, S43, fig. 16) based on monitored system temperatures (“This outlet temperature t1 is then supplied to a saturation temperature calculator 74”, col. 15, lines 29-30) and thermodynamic information for a two phase coolant (“a” and “b”) (to clarify, “a” and “b” are considered “thermodynamic information for a two phase coolant” because “a” and “b” are experimental coefficients associated with the system as a whole and including for the two phase coolant (i.e. refrigerant) of the system); and adjust an operation of a compressor (6) to alter a saturation temperature based on the calculation (S48, S50) (to clarify, as the compressor speed is adjusted the pressure and temperature of the refrigerant will be adjusted and thus the saturation temperature (i.e. boiling point) of the refrigerant will also be adjusted) for high efficiency operation (col. 19, lines 18-19). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide a processor configured to monitor a system temperature, perform a calculation based on the monitored system temperature and thermodynamic information for a two phase coolant, and adjust an operation of a compressor to alter a saturation temperature based on the calculation, as taught by Ao in the combined teachings, in order to advantageously provide high efficiency operation (col. 19, lines 18-19). Per claim 6, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches temperature sensors (82, 84, 86, 88) providing the system temperatures, wherein the one or more temperature sensors (82, 84, 86, 88) are located on the outlets of the plurality of cold plates (see figure 1). Per claim 8, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches wherein the processor (60) monitors a plurality of system pressures (“sensors 82-88 (e.g., thermocouples, thermistors, pressure sensing devices, etc.)”, para. 0032) and adjusts the compressor to alter the saturation temperature based on the plurality of system pressures (see figure 2). Per claim 11, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches wherein the processor adjusts the compressor to keep the electronic device temperature within a threshold range (para. 0033) but fails to explicitly teach adjusted the valve and/or the compressor to keep a hottest electronic device temperature within a threshold range. However, the Examiner takes OFFICIAL NOTICE that it is old and well known to adjust an electronics cooling system based on the hottest electronic device temperature in order to advantageously prevent overheating and system failure. Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide adjust the valve and/or compressor to keep a hottest electronic device temperature within a threshold range in order to advantageously prevent overheating to the component under the most thermal stress and system failure. Per claim 12, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches wherein the plurality of evaporator structures are fluidly connected in parallel (see figure 1). Per claim 15, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches wherein the evaporator structures are cold plates (“cold plates”, para. 0021). Per claim 16, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, fails to explicitly teach wherein the computer system is a client device. However, the Examiner takes OFFICIAL NOTICE that it is old and well known to have computer system be a client device in order to advantageously communicate with a server. Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide a computer system as a client device in order to advantageously communicate with a server. Per claim 17, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches wherein the two-phase coolant is a low-GWP refrigerant (“R134a”, para. 0024). Per claim 19, claim 19 recites similar limitations as claim 1 and is rejected in a similar manner but fails to explicitly teach the control system comprising , instructions stored on a non-transitory, machine-readable medium, and processor circuitry to execute the machine-readable instructions. However, the Examiner takes OFFICIAL NOTICE that it is old and well known to have a control system comprising instructions stored on a non-transitory, machine-readable medium, and processor circuitry to execute the machine-readable instructions for automatically performing the control system on a computer. Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide instructions stored on a non-transitory, machine-readable medium, and processor circuitry to execute the machine-readable instructions in order to advantageously automatically perform the control system on a computer. In the Office Action dated 6/17/2025, the Examiner took Official Notice that control system comprising instructions stored on a non-transitory, machine-readable medium, and processor circuitry to execute the machine-readable instructions is old and well known in the refrigeration controls art. Applicant has failed to traverse the(se) statement(s). As such, and in accordance with MPEP §2144.03, the statements are now considered admitted prior art. Per claim 20, Bash teaches all the limitations of claim 1 and claim 20 contains similar limitations as claim 1. Therefore, claim 20 is rejected for similar reasoning as claim 1. Further, If a prior art device, in its normal and usual operation, would necessarily perform the method claimed, then the method claimed will be considered to be anticipated by the prior art device. When the prior art device is the same as a device described in the specification for carrying out the claimed method, it can be assumed the device will perform the claimed process. Thus, the method, as claimed, would necessarily result from the normal operation of the apparatus. See MPEP 2112.02. Claim(s) 3-4 and 14 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) and Ao et al. (US 6,109,533) as applied to the claims above and further in view of Saunders et al. (US 2018/0306491). Per claims 3-4, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, fails to explicitly teach wherein the processor determines the thermodynamic information for the two-phase coolant (claim 3), and a memory in communication with the processor, wherein the memory stores the thermodynamic information for the two- phase coolant (claim 4). However, Saunders teaches a cooling system wherein a processor (68) determines the thermodynamic information for the two-phase coolant (“the processor 68 may be in communication with and access a refrigerant property database 72, which is configured to store a plurality of refrigerant properties for various refrigerant types”, para. 0057) (claim 3), a memory (70) in communication with the processor (68), wherein the memory stores the thermodynamic information for the two-phase coolant (“The controller 42 may also include a processor 68 that is configured to, based on instructions stored in a memory 70…Furthermore, the processor 68 may be in communication with and access a refrigerant property database 72, which is configured to store a plurality of refrigerant properties for various refrigerant types that may be used in the refrigeration system 10-1. As such, the processor 68 may be configured to determine various enthalpies that are used to determine the SPI for the low and medium temperature compressor racks 16, 20”, para. 0057) (claim 4) for operating a cooling system at a desired efficiency (para. 0111). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to have a processor determines the thermodynamic information for the two-phase coolant (claim 3), and a memory in communication with the processor, wherein the memory stores the thermodynamic information for the two-phase coolant, (claim 4), as taught by Saunders in the invention of Bash, as modified, in order to advantageously operate the cooling system at a desired efficiency (para. 0111). Per claim 14, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, fails to explicitly teach an external interface connected to the processor, wherein the processor adjusts the valve and/or the compressor further based on an input from the external interface. However, Saunders teaches a cooling system including an external interface (66) connected to a processor (68), wherein the processor adjusts a compressor (16, 20) further based on an input from the external interface (para. 0054) for operating a cooling system at a desired efficiency (para. 0111). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide an external interface connected to a processor, wherein the processor adjusts a compressor further based on an input from the external interface, as taught by Saunders in the invention of Bash, as modified, in order to advantageously operate the cooling system at a desired efficiency (para. 0111). Claim(s) 5 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) and Ao et al. (US 6,109,533) as applied to the claims above and further in view of Kulkarni et al. (US 2022/0394888). Per claim 5, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, fails to explicitly teach receiving the one or more system temperatures from a motherboard. However, Kulkarni teaches an electronics cooling system that receive system temperatures from a motherboard (“a thermal sensor 230 positioned on the motherboard 246 may measure a motherboard temperature”, para. 0041) for determining if the temperature is approaching or exceeding a threshold temperature (para. 0041). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to receive a system temperature from a motherboard, as taught by Kulkarni in the invention of Bash, as modified, in order to advantageously determined if the temperature is approaching or exceeding a threshold temperature (para. 0041), thereby inhibiting overheating of the system components and system failure. Claim(s) 7 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) and Ao et al. (US 6,109,533) as applied to the claims above and further in view of Savage et al. (US 2022/0279660). Per claim 7, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, fails to explicitly teach wherein the one or more system temperatures comprise a case temperature. However, Savage teaches an electronic cooling system wherein a system temperature comprises a case temperature (518) for protecting internal electronics within the case (para. 0010). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide system temperatures comprises a case temperature, as taught by Savage in the invention of Bash, as modified, in order to advantageously protect internal electronics within the case (para. 0010). Claim(s) 9-10 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) as applied to the claims above and further in view of Zug et al. (US 2022/0057127). Per claims 9-10, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 8. Further, Bash, as modified, teaches the plurality of pressure sensors (“pressure sensing devices”, para. 0032) providing the plurality of system pressures, the valve (52, 54, 56, 58), and the plurality of evaporator structures (12, 14, 16, 18) but fails to explicitly teach wherein the pressure sensors are located at least before an inlet of the valve and after an outlet of the valve (claim 9) and wherein the pressure sensors are further located at the inlets of the plurality of cold plates and the outlets of the plurality of evaporator structures (claim 10). However, Zug teaches an electronics cooling system including pressure sensors (P2, P3) located before an inlet of a valve and after an outlet of a valve (218) (claim 9), wherein the pressure sensors are further located at the inlet (P3) of an evaporator structures (structure of 210) and the outlet (P4) of the evaporator structure (claim 10) for efficiently operating the electronics cooling system (para. 0056). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide pressure sensors located before an inlet of a valve and after an outlet of a valve (claim 9), and wherein the pressure sensors are further located at an inlet of an evaporator structure and an outlet of the plurality of evaporator structure (claim 10), as taught by Zug in the invention of Bash, as modified, in order to advantageously efficiently operating an electronics cooling system (para. 0056). Claim(s) 13 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) as applied to the claims above and further in view of Beitelmal et al. (US 2002/0157821). Per claim 13, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, teaches the plurality of evaporator structures (12, 14, 16, 18) but fails to explicitly teach wherein the plurality of evaporator structure are fluidly connected in series. However, Beitelmal teaches an electronics cooling system wherein the plurality of evaporator structure (12, 14, 16, 18) are fluidly connected in series (see figure 1) for maintaining individual electronic component temperatures (para. 0006). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide the plurality of evaporator structure fluidly connected in series, as taught by Beitelmal in the invention of Bash, as modified, in order to advantageously maintain individual electronic component temperatures (para. 0006). Claim(s) 18 is/are rejected under 35 U.S.C. 103 as being unpatentable over Bash et al. (US 2002/0124585) in view of Kearney et al. (US 2013/0264044) as applied to the claims above and further in view of Su et al. (WO 2022/237172). Per claim 18, Bash, as modified, meets the claim limitations as disclosed in the above rejection of claim 1. Further, Bash, as modified, fails to explicitly teach wherein the processor is configured to adjust an operation of at least one of the valve or the compressor according to an eco-friendly threshold, wherein the threshold is at least one of: a threshold for refrigerant leakage detected by a deviation in data from temperature and pressure sensors; a power draw threshold for the compressor; and a time threshold for the compressor running at a high RPM. However, Su teaches a cooling system wherein a processor is configured to adjust an operation of a compressor according to an eco-friendly threshold, wherein the threshold is a power draw threshold for a compressor (“When the power is greater than the preset power protection threshold, the speed of the compressor is quickly reduced”, pg. 4, third paragraph, of translation) for avoiding a direct shutdown of the compressor (pg. 4, third paragraph of translation). Therefore it would have been obvious to one having ordinary skill in the art at the time the invention was filed to provide a processor is configured to adjust an operating of a compressor according to an eco-friendly threshold, wherein the threshold is a power draw threshold for a compressor, as taught by Su in the invention of Bash, as modified, in order to advantageously avoid a direct shutdown of the compressor (pg. 4, third paragraph, of translation). 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 DAVID J TEITELBAUM whose telephone number is (571)270-5142. The examiner can normally be reached on Monday-Friday 8:00 am-4:30 pm EST. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, FRANTZ JULES can be reached on (571) 272-66816681. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /DAVID J TEITELBAUM/Primary Examiner, Art Unit 3763
Read full office action

Prosecution Timeline

Dec 22, 2023
Application Filed
Jun 13, 2025
Non-Final Rejection — §103
Sep 17, 2025
Response Filed
Dec 02, 2025
Final Rejection — §103
Jan 24, 2026
Interview Requested
Mar 05, 2026
Applicant Interview (Telephonic)
Mar 05, 2026
Examiner Interview Summary

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12595951
REFRIGERATOR
2y 5m to grant Granted Apr 07, 2026
Patent 12595945
AIR-CONDITIONING APPARATUS
2y 5m to grant Granted Apr 07, 2026
Patent 12584665
METHOD AND DEVICE FOR CONTROLLING AIR CONDITIONER
2y 5m to grant Granted Mar 24, 2026
Patent 12578131
COMPRESSOR OIL RECOVERY IN HYBRID VCC PUMPED TWO PHASE LOOPS
2y 5m to grant Granted Mar 17, 2026
Patent 12571546
LIQUID DESICCANT AIR CONDITIONING USING AIR AS HEAT TRANSFER MEDIUM
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

3-4
Expected OA Rounds
69%
Grant Probability
94%
With Interview (+25.4%)
3y 1m
Median Time to Grant
Moderate
PTA Risk
Based on 669 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