Prosecution Insights
Last updated: April 19, 2026
Application No. 18/628,665

VEHICLE BATTERY PROTECTION IN EXTREME TEMPERATURES

Final Rejection §102§103
Filed
Apr 05, 2024
Examiner
CAIN, AARON G
Art Unit
3656
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Toyota Motor North America, Inc.
OA Round
2 (Final)
40%
Grant Probability
Moderate
3-4
OA Rounds
3y 3m
To Grant
66%
With Interview

Examiner Intelligence

Grants 40% of resolved cases
40%
Career Allow Rate
52 granted / 130 resolved
-12.0% vs TC avg
Strong +26% interview lift
Without
With
+26.1%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
42 currently pending
Career history
172
Total Applications
across all art units

Statute-Specific Performance

§101
4.3%
-35.7% vs TC avg
§103
57.4%
+17.4% vs TC avg
§102
19.7%
-20.3% vs TC avg
§112
17.7%
-22.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 130 resolved cases

Office Action

§102 §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 . Status of Claims The Office Action is in response to the application filed 01/21/2026. Claims 1-4, 6-11, and 13-20 are presently pending and are presented for examination. Response to Arguments Applicant’s arguments, seepages 9-10, filed 01/21/2026, with respect to the rejection of claims 2, 6-7, 9, 13-14, and 20 under 35 U.S.C. 112(b) have been fully considered and are persuasive. The amendments to claims 1 and 2 have overcome the rejection. The rejection of claims 2, 6-7, 9, 13-14, and 20 under 35 U.S.C. 112(b) has been withdrawn. Applicant's arguments, see pages 10-11, filed 01/21/2026, regarding the rejection of claims 1, 6, 8, 13, 15, 20 under 35 U.S.C. 102(a)(1) as being anticipated by Garcia Ramirez et al. US 20240083414 A1 (“Garcia Ramirez”) have been fully considered but they are not persuasive. Applicant argues that the amended claim 1, which now recites features that are similar to the now-canceled claim 5, is distinct from the disclosure of Garcia Ramirez due to the fact that claim 5 was previously rejected as a repeat of the process in FIG. 6. Applicant argues that the features in amended claim 1 are not a repeat of FIG. 6, although they provide very little to support this argument. Applicant argues on pages 11 that the claim features recite “in response, autonomously moving the vehicle to a third location with a charging point based on additional mapping data from the mapping application”. However, the steps of FIG. 6 can be repeated as many times as necessary to find the most optimal parking spot. From Ramirez: “[i]n step 88, the largest available energy savings (associated with a best one of the alternate parking spots (e.g., the lowest sum of first and second energy consumption) is examined to determine whether it is sufficiently better than remaining in the current parking spot” [paragraph 32]. Whether this is done to find a second or a third parking spot is included within the details of the disclosure. New potential alternate parking spots are identified in step 83, which means that a new spot can be identified after the first or the second. Without further explanation from the applicant as to how the claims are distinct from the disclosure of Ramirez, the examiner is maintaining the previous 102 rejection. Applicant's arguments, see pages 12-13, filed 01/21/2026, regarding the rejection of claims 2-4, 9-11, and 16-18 under 35 U.S.C. 103 have been fully considered but they are not persuasive. Applicant argues that if the independent claims are allowable over Garcia Ramirez et al. US 20240083414 A1 (“Garcia Ramirez”), then the dependent claims would also be allowable. However, since the independent claims are not allowable over Garcia Ramirez, as discussed in further detail above and below, the applicant’s arguments regarding claims rejected under 35 U.S.C. 103 are not persuasive, and so the claim rejection is maintained. Claim Rejections - 35 USC § 102 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. Claim(s) 1, 6, 8, 12-13, 15, 19-20 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Garcia Ramirez et al. US 20240083414 A1 (“Garcia Ramirez”). Regarding Claim 1. Garcia Ramirez teaches a method performed by a vehicle, the method comprising: determining that a first ambient temperature of a location of the vehicle is below a predetermined threshold based on sensor data obtained by the vehicle; identifying a second location which is warmer than the location based on mapping data from a mapping application associated with the vehicle; autonomously moving the vehicle to the second location (A vehicle shown in FIG. 5 has sensors including a cabin temperature sensor at 62 [paragraph 29]. FIG. 6 shows a flowchart describing one preferred method of the invention including a parking procedure. In step 80, a determination is made for the estimate of induced vehicle cabin temperature at the estimated time at which the occupant will return to the vehicle with the vehicle remaining in the current parking spot. In step 81, a determination is made of the difference between the estimated induced vehicle cabin temperature obtained in step 80 and a desired cabin temperature (e.g., a preset temperature that the occupant is attempting to achieve). In step 82, a determination is made for an original HVAC pulldown estimate (or original HVAC buildup estimate). In step 83, potential alternate parking spots are identified. In step 84, a determination is made for the estimate of induced vehicle cabin temperatures at the estimated time the occupant will return to the vehicle at each of the identified alternate parking spots. In step 85, a first energy consumption (relocated HVAC pulldown or buildup estimate) is determined for each of the identified alternate parking spots. In step 86, a second energy consumption for relocating the vehicle is determined for each of the identified alternate parking spots [paragraph 31]. During cold winter weather, an opposite situation exists, namely, that it may be desirable to absorb solar energy. The internal temperature of a vehicle parked in sunlight rather than in shade can naturally increase above the outside ambient temperature, enabling the vehicle to be heated to a comfortable temperature more quickly and efficiently when driving begins. Furthermore, it can minimize or avoid the use of heated seats and steering wheels, also conserving energy [paragraph 5], which means that the desired cabin temperature can be preset to a certain level of warmth, avoiding spots that are below the desired warm temperature); determining that a second ambient temperature of the second location is below a second predetermined threshold based on additional sensor data obtained by the vehicle at the second location; and in response, autonomously moving the vehicle to a third location with a charging point based on additional mapping data from the mapping application (This is a repeat of the process in FIG. 6, shown by an arrow going from steps 88 and 89 back up to step 83. In FIG. 1, a similar process is shown, which can return to step 12, where alternate parking spots are checked for availability regarding temperature [paragraphs 20-21]. There is no limit to the number of times this cycle can repeat, so moving to a third location with a charging point is within the scope of this disclosure). Regarding Claim 6. Garcia Ramirez teaches the method of claim 1. Garcia Ramirez also teaches: wherein the method comprises: receiving an instruction from a mobile device associated with the vehicle; and autonomously moving the vehicle back to the location based on the instruction from the mobile device (The vehicle can autonomously relocate to a located optimal spot [paragraph 8]. This is performed in step 89 of FIG. 6). Regarding Claim 8. Garcia Ramirez teaches a vehicle, comprising: a processor that executes instructions stored in a memory to configure the processor to: determine that a first ambient temperature of a location of the vehicle is below a predetermined threshold based on sensor data obtained by the vehicle; in response, identify a second location that is warmer than the location based on mapping data from a mapping application associated with the vehicle; autonomously move the vehicle to the second location (FIG. 6 shows a flowchart describing one preferred method of the invention including a parking procedure. In step 80, a determination is made for the estimate of induced vehicle cabin temperature at the estimated time at which the occupant will return to the vehicle with the vehicle remaining in the current parking spot. In step 81, a determination is made of the difference between the estimated induced vehicle cabin temperature obtained in step 80 and a desired cabin temperature (e.g., a preset temperature that the occupant is attempting to achieve). In step 82, a determination is made for an original HVAC pulldown estimate (or original HVAC buildup estimate). In step 83, potential alternate parking spots are identified. In step 84, a determination is made for the estimate of induced vehicle cabin temperatures at the estimated time the occupant will return to the vehicle at each of the identified alternate parking spots. In step 85, a first energy consumption (relocated HVAC pulldown or buildup estimate) is determined for each of the identified alternate parking spots. In step 86, a second energy consumption for relocating the vehicle is determined for each of the identified alternate parking spots [paragraph 31]. During cold winter weather, an opposite situation exists, namely, that it may be desirable to absorb solar energy. The internal temperature of a vehicle parked in sunlight rather than in shade can naturally increase above the outside ambient temperature, enabling the vehicle to be heated to a comfortable temperature more quickly and efficiently when driving begins. Furthermore, it can minimize or avoid the use of heated seats and steering wheels, also conserving energy [paragraph 5], which means that the desired cabin temperature can be preset to a certain level of warmth, avoiding spots that are below the desired warm temperature); determine that a second ambient temperature of the second location is below a second predetermined threshold based on additional sensor data obtained by the vehicle at the second location; and in response, autonomously move the vehicle to a third location with a charging point based on additional mapping data from the mapping application (This is a repeat of the process in FIG. 6, shown by an arrow going from steps 88 and 89 back up to step 83. In FIG. 1, a similar process is shown, which can return to step 12, where alternate parking spots are checked for availability regarding temperature [paragraphs 20-21]. There is no limit to the number of times this cycle can repeat, so moving to a third location with a charging point is within the scope of this disclosure). Regarding Claim 13. Garcia Ramirez teaches the apparatus of claim 8. Garcia Ramirez also teaches: wherein the processor is configured to: receive an instruction from a mobile device associated with the vehicle; and autonomously move the vehicle back to the location based on the instruction from the mobile device (The vehicle can autonomously relocate to a located optimal spot [paragraph 8]. This is performed in step 89 of FIG. 6). Regarding Claim 15. Garcia Ramirez teaches a computer-readable medium comprising instructions (implied by the nature of the controller; the controller must be storing instructions for its programing in order to operate) that, which when executed by a processor cause the processor to perform: determining that a first ambient temperature of a location of the vehicle is below a predetermined threshold based on sensor data obtained by the vehicle; in response, identifying a second location that is warmer than the location based on mapping data from a mapping application associated with the vehicle; autonomously moving the vehicle to the second location (FIG. 6 shows a flowchart describing one preferred method of the invention including a parking procedure. In step 80, a determination is made for the estimate of induced vehicle cabin temperature at the estimated time at which the occupant will return to the vehicle with the vehicle remaining in the current parking spot. In step 81, a determination is made of the difference between the estimated induced vehicle cabin temperature obtained in step 80 and a desired cabin temperature (e.g., a preset temperature that the occupant is attempting to achieve). In step 82, a determination is made for an original HVAC pulldown estimate (or original HVAC buildup estimate). In step 83, potential alternate parking spots are identified. In step 84, a determination is made for the estimate of induced vehicle cabin temperatures at the estimated time the occupant will return to the vehicle at each of the identified alternate parking spots. In step 85, a first energy consumption (relocated HVAC pulldown or buildup estimate) is determined for each of the identified alternate parking spots. In step 86, a second energy consumption for relocating the vehicle is determined for each of the identified alternate parking spots [paragraph 31]. During cold winter weather, an opposite situation exists, namely, that it may be desirable to absorb solar energy. The internal temperature of a vehicle parked in sunlight rather than in shade can naturally increase above the outside ambient temperature, enabling the vehicle to be heated to a comfortable temperature more quickly and efficiently when driving begins. Furthermore, it can minimize or avoid the use of heated seats and steering wheels, also conserving energy [paragraph 5], which means that the desired cabin temperature can be preset to a certain level of warmth, avoiding spots that are below the desired warm temperature); determining that a second ambient temperature of the second location is below a second predetermined threshold based on additional sensor data obtained by the vehicle at the second location; and in response, autonomously moving the vehicle to a third location with a charging point based on additional mapping data from the mapping application (This is a repeat of the process in FIG. 6, shown by an arrow going from steps 88 and 89 back up to step 83. In FIG. 1, a similar process is shown, which can return to step 12, where alternate parking spots are checked for availability regarding temperature [paragraphs 20-21]. There is no limit to the number of times this cycle can repeat, so moving to a third location with a charging point is within the scope of this disclosure). Regarding Claim 20. Garcia Ramirez teaches the computer-readable medium of claim 15. Garcia Ramirez also teaches: wherein the instructions cause the processor to perform: receiving an instruction from a mobile device associated with the vehicle; and autonomously moving the vehicle back to the location based on the instruction from the mobile device (The vehicle can autonomously relocate to a located optimal spot [paragraph 8]. This is performed in step 89 of FIG. 6). 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, 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, 9, and 16 is/are rejected under 35 U.S.C. 103 as being unpatentable over Garcia Ramirez et al. US 20240083414 A1 (“Garcia Ramirez”) as applied to claims 1, 8, and 15 above, and further in view of Dudar US 20200172088 A1 (“Dudar”). Regarding Claim 2. Garcia Ramirez teaches the method of claim 1. Garcia Ramirez also teaches: wherein the identifying the second location comprises: identifying a plurality of locations that provide parking; and identifying distances to the plurality of locations from the location based on the mapping data; and identifying the second location from among the plurality of locations based on a distance to the second location (A data acquisition system is configured to detect a current vehicle orientation of the vehicle apparatus in a current parking spot, identify shaded areas and unshaded areas in a vicinity of the vehicle apparatus, and identify one or more alternate parking spots to which the vehicle apparatus can be relocated. A controller is configured to (a) estimate induced vehicle cabin temperatures for the current parking spot and for the one or more alternate parking spots based on respective orientations, (b) estimate a first energy consumption of the climate control system for the current parking spot and for the one or more alternate parking spots to achieve a desired vehicle cabin temperature for each respective estimated induced vehicle cabin temperature, (c) estimate a second energy consumption needed to relocate the vehicle apparatus from the current parking spot to each of the one or more alternate parking spots, (d) compare the first energy consumption corresponding to the current parking spot to a sum of the first energy consumption and the second energy consumption for each of the one or more alternate parking spots, and (e) if the one or more alternate parking spots has a corresponding sum less than the first energy consumption of the current parking spot, then transmit a command to relocate the vehicle apparatus accordingly [paragraph 13]. Further, in step 12 of FIG. 1, alternate parking spots can be spots within a predetermined distance [paragraph 20]). Garcia Ramirez does not teach: The parking locations provide covered parking. However, Dudar teaches: The parking locations provide covered parking (A system for identifying new locations for If the ambient temperature at the final destination is lower than the threshold for another vehicle, it may be commanded to be parked indoors [paragraph 8]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with the parking locations provide covered parking as taught by Dudar so as to allow the system to work with covered parking lots as well as uncovered lots. Regarding Claim 9. Garcia Ramirez teaches the apparatus of claim 8. Garcia Ramirez also teaches: wherein, when the processor identifies the second location, the processor is configured to: identify a plurality of locations that provide parking; and identify distances to the plurality of locations from the location based on the mapping data; and identify the second location from among the plurality of locations based on a distance to the second location (A data acquisition system is configured to detect a current vehicle orientation of the vehicle apparatus in a current parking spot, identify shaded areas and unshaded areas in a vicinity of the vehicle apparatus, and identify one or more alternate parking spots to which the vehicle apparatus can be relocated. A controller is configured to (a) estimate induced vehicle cabin temperatures for the current parking spot and for the one or more alternate parking spots based on respective orientations, (b) estimate a first energy consumption of the climate control system for the current parking spot and for the one or more alternate parking spots to achieve a desired vehicle cabin temperature for each respective estimated induced vehicle cabin temperature, (c) estimate a second energy consumption needed to relocate the vehicle apparatus from the current parking spot to each of the one or more alternate parking spots, (d) compare the first energy consumption corresponding to the current parking spot to a sum of the first energy consumption and the second energy consumption for each of the one or more alternate parking spots, and (e) if the one or more alternate parking spots has a corresponding sum less than the first energy consumption of the current parking spot, then transmit a command to relocate the vehicle apparatus accordingly [paragraph 13]. Further, in step 12 of FIG. 1, alternate parking spots can be spots within a predetermined distance [paragraph 20]). Garcia Ramirez does not teach: The parking locations provide covered parking. However, Dudar teaches: The parking locations provide covered parking (A system for identifying new locations for If the ambient temperature at the final destination is lower than the threshold for another vehicle, it may be commanded to be parked indoors [paragraph 8]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with the parking locations provide covered parking as taught by Dudar so as to allow the system to work with covered parking lots as well as uncovered lots. Regarding Claim 16. Garcia Ramirez teaches the computer-readable medium of claim 15. Garcia Ramirez also teaches: wherein the identifying of the second location comprises: identifying a plurality of locations that provide parking; and identifying distances to the plurality of locations from the location based on the mapping data; and identifying the second location from among the plurality of locations based on a distance to the second location (A data acquisition system is configured to detect a current vehicle orientation of the vehicle apparatus in a current parking spot, identify shaded areas and unshaded areas in a vicinity of the vehicle apparatus, and identify one or more alternate parking spots to which the vehicle apparatus can be relocated. A controller is configured to (a) estimate induced vehicle cabin temperatures for the current parking spot and for the one or more alternate parking spots based on respective orientations, (b) estimate a first energy consumption of the climate control system for the current parking spot and for the one or more alternate parking spots to achieve a desired vehicle cabin temperature for each respective estimated induced vehicle cabin temperature, (c) estimate a second energy consumption needed to relocate the vehicle apparatus from the current parking spot to each of the one or more alternate parking spots, (d) compare the first energy consumption corresponding to the current parking spot to a sum of the first energy consumption and the second energy consumption for each of the one or more alternate parking spots, and (e) if the one or more alternate parking spots has a corresponding sum less than the first energy consumption of the current parking spot, then transmit a command to relocate the vehicle apparatus accordingly [paragraph 13]. Further, in step 12 of FIG. 1, alternate parking spots can be spots within a predetermined distance [paragraph 20]). Garcia Ramirez does not teach: The parking locations provide covered parking. However, Dudar teaches: The parking locations provide covered parking (A system for identifying new locations for If the ambient temperature at the final destination is lower than the threshold for another vehicle, it may be commanded to be parked indoors [paragraph 8]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with the parking locations provide covered parking as taught by Dudar so as to allow the system to work with covered parking lots as well as uncovered lots. Claim(s) 3-4, 10-11, and 17-18 are rejected under 35 U.S.C. 103 as being unpatentable over Garcia Ramirez et al. US 20240083414 A1 (“Garcia Ramirez”) as applied to claims 1, 8, and 15 above, and further in view of Newman et al. US 10300808 B2 (“Newman”). Regarding Claim 3. Garcia Ramirez teaches the method of claim 1. Garcia Ramirez does not teach: wherein the method comprises: sensing a current state of charge of a battery of the vehicle; and determining that the vehicle needs recharging based on the current state of charge. However, Newman teaches: wherein the method comprises: sensing a current state of charge of a battery of the vehicle; and determining that the vehicle needs recharging based on the current state of charge (A charge requirement determiner 1808 may be a function that can determine the amount of charge required to complete some task or provide a warning that a charge is needed. For example, the charge requirement determiner 1808 may measure the amount of charge provided in the one or more batteries 704 to determine if the batteries 704 are able to continue operation of the electric vehicle 100. For example, if the charge of the batteries 704 is below some benchmark, for example, 25%, the charge requirement determiner 1808 can determine that a charge will be required and provide a warning or indication of that needed charge. Thus, the charge requirement determiner 1808 can receive inputs from the input router 1804 associated with the current state of the battery and the current state of the vehicle 100. This information then may be provided to algorithms to determine whether a charge is needed, how much charge is needed, and when that charge may be needed. In some configurations, the functions of the charge requirement determiner 1808 may be a function of the charge controller 224 or the charge management unit 708 [FIGS. 7 and 18 and Column 32, lines 53-67, Column 33, lines 1-5). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with wherein the method comprises: sensing a current state of charge of a battery of the vehicle; and determining that the vehicle needs recharging based on the current state of charge as taught by Newman so that the vehicle can identify locations where a vehicle battery can be recharged, so as to ensure that the vehicle does not have a drained battery when the user returns to the vehicle. Regarding Claim 4. Garcia Ramirez in combination with Newman teaches the method of claim 3. Garcia Ramirez also teaches: wherein the identifying of the second location comprises: identifying a plurality of warmer locations, and selecting the second location from among the plurality of warmer locations (A data acquisition system is configured to detect a current vehicle orientation of the vehicle apparatus in a current parking spot, identify shaded areas and unshaded areas in a vicinity of the vehicle apparatus, and identify one or more alternate parking spots to which the vehicle apparatus can be relocated. A controller is configured to (a) estimate induced vehicle cabin temperatures for the current parking spot and for the one or more alternate parking spots based on respective orientations, (b) estimate a first energy consumption of the climate control system for the current parking spot and for the one or more alternate parking spots to achieve a desired vehicle cabin temperature for each respective estimated induced vehicle cabin temperature, (c) estimate a second energy consumption needed to relocate the vehicle apparatus from the current parking spot to each of the one or more alternate parking spots, (d) compare the first energy consumption corresponding to the current parking spot to a sum of the first energy consumption and the second energy consumption for each of the one or more alternate parking spots, and (e) if the one or more alternate parking spots has a corresponding sum less than the first energy consumption of the current parking spot, then transmit a command to relocate the vehicle apparatus accordingly [paragraph 13]). Garcia Ramirez does not teach: the locations provide a charging point based on the current state of charge. However, Newman teaches: the locations provide a charging point based on the current state of charge (A charge requirement determiner 1808 may be a function that can determine the amount of charge required to complete some task or provide a warning that a charge is needed. For example, the charge requirement determiner 1808 may measure the amount of charge provided in the one or more batteries 704 to determine if the batteries 704 are able to continue operation of the electric vehicle 100. For example, if the charge of the batteries 704 is below some benchmark, for example, 25%, the charge requirement determiner 1808 can determine that a charge will be required and provide a warning or indication of that needed charge. Thus, the charge requirement determiner 1808 can receive inputs from the input router 1804 associated with the current state of the battery and the current state of the vehicle 100. This information then may be provided to algorithms to determine whether a charge is needed, how much charge is needed, and when that charge may be needed. In some configurations, the functions of the charge requirement determiner 1808 may be a function of the charge controller 224 or the charge management unit 708 [FIGS. 7 and 18 and Column 32, lines 53-67, Column 33, lines 1-5). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with the locations provide a charging point based on the current state of charge as taught by Newman so that the vehicle can identify locations where a vehicle battery can be recharged, so as to ensure that the vehicle does not have a drained battery when the user returns to the vehicle. Regarding Claim 10. Garcia Ramirez teaches the apparatus of claim 8. Garcia Ramirez does not teach: wherein the processor is configured to: sense a current state of charge of a battery of the vehicle; and determine that the vehicle needs to recharge based on the current state of charge. However, Newman teaches: wherein the processor is configured to: sense a current state of charge of a battery of the vehicle; and determine that the vehicle needs to recharge based on the current state of charge (A charge requirement determiner 1808 may be a function that can determine the amount of charge required to complete some task or provide a warning that a charge is needed. For example, the charge requirement determiner 1808 may measure the amount of charge provided in the one or more batteries 704 to determine if the batteries 704 are able to continue operation of the electric vehicle 100. For example, if the charge of the batteries 704 is below some benchmark, for example, 25%, the charge requirement determiner 1808 can determine that a charge will be required and provide a warning or indication of that needed charge. Thus, the charge requirement determiner 1808 can receive inputs from the input router 1804 associated with the current state of the battery and the current state of the vehicle 100. This information then may be provided to algorithms to determine whether a charge is needed, how much charge is needed, and when that charge may be needed. In some configurations, the functions of the charge requirement determiner 1808 may be a function of the charge controller 224 or the charge management unit 708 [FIGS. 7 and 18 and Column 32, lines 53-67, Column 33, lines 1-5). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with wherein the processor is configured to: sense a current state of charge of a battery of the vehicle; and determine that the vehicle needs to recharge based on the current state of charge as taught by Newman so that the vehicle can identify locations where a vehicle battery can be recharged, so as to ensure that the vehicle does not have a drained battery when the user returns to the vehicle. Regarding Claim 11. Garcia Ramirez in combination with Newman teaches the apparatus of claim 10. Garcia Ramirez also teaches: wherein, when the processor identifies the second location, the processor is configured to: identify comprises identifying a plurality of warmer locations; and select the second location from among the plurality of warmer locations (A data acquisition system is configured to detect a current vehicle orientation of the vehicle apparatus in a current parking spot, identify shaded areas and unshaded areas in a vicinity of the vehicle apparatus, and identify one or more alternate parking spots to which the vehicle apparatus can be relocated. A controller is configured to (a) estimate induced vehicle cabin temperatures for the current parking spot and for the one or more alternate parking spots based on respective orientations, (b) estimate a first energy consumption of the climate control system for the current parking spot and for the one or more alternate parking spots to achieve a desired vehicle cabin temperature for each respective estimated induced vehicle cabin temperature, (c) estimate a second energy consumption needed to relocate the vehicle apparatus from the current parking spot to each of the one or more alternate parking spots, (d) compare the first energy consumption corresponding to the current parking spot to a sum of the first energy consumption and the second energy consumption for each of the one or more alternate parking spots, and (e) if the one or more alternate parking spots has a corresponding sum less than the first energy consumption of the current parking spot, then transmit a command to relocate the vehicle apparatus accordingly [paragraph 13]). Garcia Ramirez does not teach: the locations provide a charging point based on the current state of charge. However, Newman teaches: the locations provide a charging point based on the current state of charge (A charge requirement determiner 1808 may be a function that can determine the amount of charge required to complete some task or provide a warning that a charge is needed. For example, the charge requirement determiner 1808 may measure the amount of charge provided in the one or more batteries 704 to determine if the batteries 704 are able to continue operation of the electric vehicle 100. For example, if the charge of the batteries 704 is below some benchmark, for example, 25%, the charge requirement determiner 1808 can determine that a charge will be required and provide a warning or indication of that needed charge. Thus, the charge requirement determiner 1808 can receive inputs from the input router 1804 associated with the current state of the battery and the current state of the vehicle 100. This information then may be provided to algorithms to determine whether a charge is needed, how much charge is needed, and when that charge may be needed. In some configurations, the functions of the charge requirement determiner 1808 may be a function of the charge controller 224 or the charge management unit 708 [FIGS. 7 and 18 and Column 32, lines 53-67, Column 33, lines 1-5). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with the locations provide a charging point based on the current state of charge as taught by Newman so that the vehicle can identify locations where a vehicle battery can be recharged, so as to ensure that the vehicle does not have a drained battery when the user returns to the vehicle. Regarding Claim 17. Garcia Ramirez teaches the computer-readable medium of claim 15. Garcia Ramirez also teaches: wherein the instructions cause the processor to perform: sensing a current state of charge of a battery of the vehicle; and determining that the vehicle needs recharging based on the current state of charge. However, Newman teaches: wherein the instructions cause the processor to perform: sensing a current state of charge of a battery of the vehicle; and determining that the vehicle needs recharging based on the current state of charge (A charge requirement determiner 1808 may be a function that can determine the amount of charge required to complete some task or provide a warning that a charge is needed. For example, the charge requirement determiner 1808 may measure the amount of charge provided in the one or more batteries 704 to determine if the batteries 704 are able to continue operation of the electric vehicle 100. For example, if the charge of the batteries 704 is below some benchmark, for example, 25%, the charge requirement determiner 1808 can determine that a charge will be required and provide a warning or indication of that needed charge. Thus, the charge requirement determiner 1808 can receive inputs from the input router 1804 associated with the current state of the battery and the current state of the vehicle 100. This information then may be provided to algorithms to determine whether a charge is needed, how much charge is needed, and when that charge may be needed. In some configurations, the functions of the charge requirement determiner 1808 may be a function of the charge controller 224 or the charge management unit 708 [FIGS. 7 and 18 and Column 32, lines 53-67, Column 33, lines 1-5). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with wherein the instructions cause the processor to perform: sensing a current state of charge of a battery of the vehicle; and determining that the vehicle needs recharging based on the current state of charge as taught by Newman so that the vehicle can identify locations where a vehicle battery can be recharged, so as to ensure that the vehicle does not have a drained battery when the user returns to the vehicle. Regarding Claim 18. Garcia Ramirez in combination with Newman teaches the computer-readable medium of claim 17. Garcia Ramirez also teaches: wherein the identifying the second location comprises: identifying comprises identifying a plurality of warmer locations; and selecting the second location from among the plurality of warmer locations (A data acquisition system is configured to detect a current vehicle orientation of the vehicle apparatus in a current parking spot, identify shaded areas and unshaded areas in a vicinity of the vehicle apparatus, and identify one or more alternate parking spots to which the vehicle apparatus can be relocated. A controller is configured to (a) estimate induced vehicle cabin temperatures for the current parking spot and for the one or more alternate parking spots based on respective orientations, (b) estimate a first energy consumption of the climate control system for the current parking spot and for the one or more alternate parking spots to achieve a desired vehicle cabin temperature for each respective estimated induced vehicle cabin temperature, (c) estimate a second energy consumption needed to relocate the vehicle apparatus from the current parking spot to each of the one or more alternate parking spots, (d) compare the first energy consumption corresponding to the current parking spot to a sum of the first energy consumption and the second energy consumption for each of the one or more alternate parking spots, and (e) if the one or more alternate parking spots has a corresponding sum less than the first energy consumption of the current parking spot, then transmit a command to relocate the vehicle apparatus accordingly [paragraph 13]). Garcia Ramirez does not teach: the locations provide a charging point based on the current state of charge. However, Newman teaches: the locations provide a charging point based on the current state of charge (A charge requirement determiner 1808 may be a function that can determine the amount of charge required to complete some task or provide a warning that a charge is needed. For example, the charge requirement determiner 1808 may measure the amount of charge provided in the one or more batteries 704 to determine if the batteries 704 are able to continue operation of the electric vehicle 100. For example, if the charge of the batteries 704 is below some benchmark, for example, 25%, the charge requirement determiner 1808 can determine that a charge will be required and provide a warning or indication of that needed charge. Thus, the charge requirement determiner 1808 can receive inputs from the input router 1804 associated with the current state of the battery and the current state of the vehicle 100. This information then may be provided to algorithms to determine whether a charge is needed, how much charge is needed, and when that charge may be needed. In some configurations, the functions of the charge requirement determiner 1808 may be a function of the charge controller 224 or the charge management unit 708 [FIGS. 7 and 18 and Column 32, lines 53-67, Column 33, lines 1-5). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with the locations provide a charging point based on the current state of charge as taught by Newman so that the vehicle can identify locations where a vehicle battery can be recharged, so as to ensure that the vehicle does not have a drained battery when the user returns to the vehicle. Claim(s) 7 and 14 are rejected under 35 U.S.C. 103 as being unpatentable over Garcia Ramirez et al. US 20240083414 A1 (“Garcia Ramirez”) as applied to claims 6 and 13 above, and further in view of Papanikolaou et al. US 20170370123 A1 (“Papanikolaou”). Regarding Claim 7. Garcia Ramirez teaches the method of claim 6. Garcia Ramirez does not teach: wherein the method comprises: heating one or more door handles of the vehicle while autonomously moving the vehicle back to the location. However, Papanikolaou teaches: wherein the method comprises: heating one or more door handles of the vehicle while autonomously moving the vehicle back to the location (Referring now to FIGS. 1-11, FIG. 11 exemplifies an additional flow chart of the maintenance state 72 of the heating mechanism 10 that serves as a continuation of the method 400 for operating the heating mechanism 10. According to method 500 for operating the maintenance state 72, the heating mechanism 10 may operate until the door handle 14 is operated to the extended position 30 (step 502). Once the door handle 14 has moved to the extended position 30, the heating mechanism 10 remains deactivated, where the heating mechanism 10 is deactivated during the initiation of the maintenance state 72 (step 504). Where the door handle 14 has not been moved to the extended position 30, the temperature sensor 50 can determine whether the surface temperature 16 within at least a portion of the handle region 52 has fallen below a predetermined minimum temperature 54 (step 506). Once the surface temperature 16 has fallen below this predetermined minimum temperature 54, the heating mechanism 10 is again activated (step 508). After activation of the heating mechanism 10 in step 508, the heating mechanism 10 may remain active until the door handle 14 is operated to the extended position 30 (step 510), at which time the heating mechanism 10 will be deactivated (step 512) [paragraph 34]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with wherein the method comprises: heating one or more door handles of the vehicle while autonomously moving the vehicle back to the location as taught by Papanikolaou so as to remove ice from the door handle that would make opening the door difficult, something Papanikolaou discusses in paragraph 21. Regarding Claim 14. Garcia Ramirez teaches the apparatus of claim 13. Garcia Ramirez does not teach: wherein the processor is configured to: heat one or more door handles of the vehicle while autonomously moving the vehicle back to the location. However, Papanikolaou teaches: wherein the processor is configured to: heat one or more door handles of the vehicle while autonomously moving the vehicle back to the location (Referring now to FIGS. 1-11, FIG. 11 exemplifies an additional flow chart of the maintenance state 72 of the heating mechanism 10 that serves as a continuation of the method 400 for operating the heating mechanism 10. According to method 500 for operating the maintenance state 72, the heating mechanism 10 may operate until the door handle 14 is operated to the extended position 30 (step 502). Once the door handle 14 has moved to the extended position 30, the heating mechanism 10 remains deactivated, where the heating mechanism 10 is deactivated during the initiation of the maintenance state 72 (step 504). Where the door handle 14 has not been moved to the extended position 30, the temperature sensor 50 can determine whether the surface temperature 16 within at least a portion of the handle region 52 has fallen below a predetermined minimum temperature 54 (step 506). Once the surface temperature 16 has fallen below this predetermined minimum temperature 54, the heating mechanism 10 is again activated (step 508). After activation of the heating mechanism 10 in step 508, the heating mechanism 10 may remain active until the door handle 14 is operated to the extended position 30 (step 510), at which time the heating mechanism 10 will be deactivated (step 512) [paragraph 34]). It would have been obvious to one of ordinary skill in the art at the time the invention was filed to modify the invention of Garcia Ramirez with wherein the processor is configured to: heat one or more door handles of the vehicle while autonomously moving the vehicle back to the location as taught by Papanikolaou so as to remove ice from the door handle that would make opening the door difficult, something Papanikolaou discusses in paragraph 21. Conclusion THIS ACTION IS MADE FINAL. 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 AARON G CAIN whose telephone number is (571)272-7009. The examiner can normally be reached Monday: 7:30am - 4:30pm EST to Friday 7:30pm - 4:30am. 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, Wade Miles can be reached at (571) 270-7777. 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. /AARON G CAIN/Examiner, Art Unit 3656
Read full office action

Prosecution Timeline

Apr 05, 2024
Application Filed
Oct 21, 2025
Non-Final Rejection — §102, §103
Jan 21, 2026
Response Filed
Mar 02, 2026
Final Rejection — §102, §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12573302
METHOD FOR INFRASTRUCTURE-SUPPORTED ASSISTING OF A MOTOR VEHICLE
2y 5m to grant Granted Mar 10, 2026
Patent 12558790
METHOD AND COMPUTING SYSTEMS FOR PERFORMING OBJECT DETECTION
2y 5m to grant Granted Feb 24, 2026
Patent 12552019
MACHINE LEARNING METHOD AND ROBOT SYSTEM
2y 5m to grant Granted Feb 17, 2026
Patent 12544144
DENTAL ROBOT AND ORAL NAVIGATION METHOD
2y 5m to grant Granted Feb 10, 2026
Patent 12541205
MOVEMENT CONTROL SUPPORT DEVICE AND METHOD
2y 5m to grant Granted Feb 03, 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
40%
Grant Probability
66%
With Interview (+26.1%)
3y 3m
Median Time to Grant
Moderate
PTA Risk
Based on 130 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