Prosecution Insights
Last updated: April 19, 2026
Application No. 18/370,458

ELECTRIC VEHICLE WITH REGENERATIVE BRAKING

Final Rejection §102§103
Filed
Sep 20, 2023
Examiner
GRIFFIN, ALEX BROCK
Art Unit
3665
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Textron Inc.
OA Round
2 (Final)
44%
Grant Probability
Moderate
3-4
OA Rounds
2y 8m
To Grant
84%
With Interview

Examiner Intelligence

Grants 44% of resolved cases
44%
Career Allow Rate
8 granted / 18 resolved
-7.6% vs TC avg
Strong +39% interview lift
Without
With
+39.3%
Interview Lift
resolved cases with interview
Typical timeline
2y 8m
Avg Prosecution
40 currently pending
Career history
58
Total Applications
across all art units

Statute-Specific Performance

§101
14.1%
-25.9% vs TC avg
§103
36.6%
-3.4% vs TC avg
§102
18.3%
-21.7% vs TC avg
§112
30.5%
-9.5% vs TC avg
Black line = Tech Center average estimate • Based on career data from 18 resolved cases

Office Action

§102 §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 . Introduction This is a response to applicant’s submissions filed on October 29, 2025. Claims 1-16, 18-19, and 21-22 are pending. Examiner' s Note Examiner has cited particular paragraphs / columns and line numbers or figures in the references as applied to the claims below for the convenience of the applicant. Although the specified citations are representative of the teachings in the art and are applied to the specific limitations within the individual claim, other passages and figures may apply as well. It is respectfully requested from the applicant, in preparing the responses, to fully consider the references in their entirety as potentially teaching all or part of the claimed invention, as well as the context of the passage as taught by the prior art or disclosed by the examiner. Applicant is reminded that the Examiner is entitled to give the broadest reasonable interpretation to the language of the claims. Furthermore, the Examiner is not limited to Applicants' definition which is not specifically set forth in the disclosure. Response to Arguments Applicant's arguments filed October 29, 2025 have been fully considered. Regarding applicant’s argument that Shin discloses a slope detector that may be configured to detect a slope of the road (Applicant’s Response, pg. 7), the examiner agrees. Regarding applicant’s argument that Shin does not control regenerative braking based on a slope/grade, a type of surface, and a degree of wetness of the surface on which the vehicle is located or traveling (Applicant’s Response, pg. 7), it is noted that the limitation requires that “control of the regenerative braking is based on at least one of: (i) a slope/grade on which the vehicle is located or traveling, (ii) a type of surface on which the vehicle is located or traveling, and (iii) a degree of wetness of the surface on which the vehicle is located or traveling”. Shin discloses adjusting the reference regenerative torque based on the slope of the road detected by the slope detector and operating the power converter based on the adjusted reference regenerative torque ([0093]) which satisfies this limitation. Specification The disclosure is objected to because of the following informalities: In paragraph 0083, “10 degree downhill grade…imposes regenerative braking limit at 50%” should read “10 degree downhill grade…imposes regenerative braking limit at 40%,” according to Fig. 6. Appropriate correction is required. Claim Rejections - 35 USC § 102 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 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. Claims 1-3, 5, 7-8, 11-16, 18, and 21-22 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Shin (US 2020/0231045). Regarding claim 1, Shin discloses an electric vehicle comprising: a vehicle body (Shin, [0030] regarding a vehicle); at least one sensor configured to detect data of the vehicle (Shin, [0116] regarding a slope detector, which may be an acceleration sensor, gyro sensor, angular velocity sensor, or gravity sensor); a rechargeable battery supported by the vehicle body (Shin, [0046] regarding a rechargeable battery); a motor configured to drive at least one wheel of the vehicle (Shin, [0114] regarding a motor driving the wheels); and control circuitry coupled with the rechargeable battery, the at least one sensor, and the motor (Shin, Fig. 2 regarding the controller being connected to the battery, motor, and slope detector), wherein the control circuitry is configured to control regenerative braking of the vehicle at least by adjusting a limit of regenerative braking power available to the vehicle based on positional data based on the data from the at least one sensor (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector), and control of the regenerative braking is based on at least one of: (i) a slope/grade on which the vehicle is located or traveling, (ii) a type of surface on which the vehicle is located or traveling, and (iii) a degree of wetness of the surface on which the vehicle is located or traveling (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector and operating the power converter based on the adjusted reference regenerative torque). Regarding claim 2, Shin discloses the electric vehicle as claimed in claim 1, wherein the positional data comprises angular positional data indicative of the slope/grade on which the vehicle is located or traveling, and wherein the at least one sensor is configured so that the data from the at least one sensor comprises at least one of: acceleration, angular speed, and/or angular position (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector & [0116] regarding the slope detector being an acceleration sensor, gyro sensor, angular velocity sensor, or gravity sensor). Regarding claim 3, Shin discloses the electric vehicle as claimed in claim 1, wherein the regenerative braking is for recharging the battery (Shin, [0052] regarding using the regenerative energy generated during regenerative braking to charge the battery). Regarding claim 5, Shin discloses the electric vehicle as claimed in claim 1, wherein the control circuitry is configured for applying a power level limit for regenerative braking to the motor based on the positional data, and causing the motor to provide braking torque that slows the vehicle based on the power level limit (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector). Regarding claim 7, Shin discloses the electric vehicle as claimed in claim 1, wherein the control circuitry is configured to provide additional limiting of regenerative braking power available to the vehicle as the slope/grade of a downhill slope on which the vehicle is traveling increases, so as to (a) allow the vehicle to have unrestricted or less restricted regenerative braking for more quickly slowing the vehicle on flat ground and/or small grades/slopes, and (b) limit, and/or more significantly limit, the vehicle's deceleration when the vehicle is traveling downhill on a steep grade to reduce chances of sliding/skidding, so that the regenerative braking power available to the vehicle is more limited when operating downhill on steep grades/slopes compared to on flat ground and/or small grade/slopes (Shin, [0094] regarding decreasing the reference regenerative torque when the slope of the road is equal to or greater than a first reference slope and increasing the reference regenerative torque when the slope of the road is less than a second reference slope). Regarding claim 8, Shin discloses the electric vehicle as claimed in claim 1, wherein the control circuitry is further configured to control regenerative braking of the vehicle by adjusting the limit of regenerative braking power available to the vehicle based on a speed of the vehicle and/or wheel(s) thereof (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector and the travelling speed of the vehicle). Regarding claim 11, Shin discloses the electric vehicle as claimed in claim 1, wherein the at least one sensor comprises an inertial measurement unit (IMU) configured to measure, at least, angular orientation of the vehicle (Shin, [0116] regarding a slope detector, which may be an acceleration sensor, gyro sensor, angular velocity sensor, or gravity sensor). Regarding claim 12, Shin discloses the electric vehicle as claimed in claim 11, wherein the IMU is integrated with a motor controller of the vehicle, and wherein the motor controller is for controlling speed of the motor (Shin, Fig. 2 regarding the controller being connected to the motor and slope detector & [0089] regarding the controller controlling the regenerative torque of the motor, which therefore is controlling the speed of the motor (See Fig. 6B).). Regarding claim 13, Shin discloses the electric vehicle as claimed in claim 11, wherein the IMU comprises at least one gyroscope and at least one accelerometer (Shin, [0116] regarding a slope detector, which may be an acceleration sensor, gyro sensor, angular velocity sensor, or gravity sensor). Regarding claim 14, Shin discloses a method of performing regenerative braking in a vehicle, the method comprising: detecting data of the vehicle using at least one sensor of the vehicle (Shin, [0116] regarding a slope detector, which may be an acceleration sensor, gyro sensor, angular velocity sensor, or gravity sensor); and controlling regenerative braking of the vehicle, which recharges a battery of the vehicle, at least by adjusting a limit of regenerative braking power available to the vehicle based on angular positional data based on the data from the at least one sensor (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector), wherein control of the regenerative braking is based on at least one of: (i) a slope/grade on which the vehicle is located or traveling, (ii) a type of surface on which the vehicle is located or traveling, and (iii) a degree of wetness of the surface on which the vehicle is located or traveling (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector and operating the power converter based on the adjusted reference regenerative torque). Regarding claim 15, Shin discloses the electric vehicle as claimed in claim 14, wherein the angular positional data is indicative of the slope/grade on which the vehicle is operating, and wherein the data from the at least one sensor comprises at least one of: acceleration, angular speed, and/or angular position (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector & [0116] regarding the slope detector being an acceleration sensor, gyro sensor, angular velocity sensor, or gravity sensor). Regarding claim 16, Shin discloses the electric vehicle as claimed in claim 14, further comprising applying a power level limit for regenerative braking to a motor of the vehicle based on the angular positional data, and causing the motor to provide braking torque that slows the vehicle based on the power level limit (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector). Regarding claim 18, Shin discloses the electric vehicle as claimed in claim 14, further comprising adjusting the limit of regenerative braking power available to the vehicle based on a speed of the vehicle (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector and the travelling speed of the vehicle). Regarding claim 21, Shin discloses the electric vehicle as claimed in claim 1, wherein the control circuitry is further configured to: while the vehicle is on Regarding claim 22, Shin discloses the electric vehicle as claimed in claim 21, wherein the control circuitry is further configured to: while the vehicle is on at least one of a flat surface, traveling uphill, and/or traveling down the slope with a grade lower than the predetermined value, apply a second power level limit for the regenerative braking to the motor, wherein the second power level limit allows for more regenerative braking and higher vehicle deceleration compared to the first power level limit (Shin, [0094] regarding decreasing the reference regenerative torque when the slope of the road is equal to or greater than a first reference slope by a value that corresponds to the slope of the road. If the slope of the road is less than the first reference slope the reference regenerative torque would have to be an initial reference regenerative torque or greater since the initial reference regenerative torque is being decreased by an amount corresponding to the slope of the road when the slope is greater than the first reference slope). 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. Claims 4, 6, 9-10, and 19 are rejected under 35 U.S.C. 103 as being unpatentable over Shin in view of King (US 2021/0197672). Regarding claim 4, Shin discloses the electric vehicle as claimed in claim 1, wherein the control circuitry is configured for: imparting rotation to the motor to move the vehicle based on a position of an accelerator pedal of the vehicle being pressed (Shin, [0066] regarding operating the motor when the accelerator pedal is pressed). Shin does not explicitly disclose wherein the control circuitry is configured for: imparting rotation to the motor to move the vehicle based on a forward/reverse switch of the vehicle being in a forward position. King teaches wherein the control circuitry is configured for: imparting rotation to the motor to move the vehicle based on a forward/reverse switch of the vehicle being in a forward position (King, [0017] regarding driving the motor to move the vehicle if the forward/reverse switch is set to forward). Shin and King are considered to be analogous to the claimed invention because they are in the same field of regenerative braking. It would have been obvious to a person of ordinary skill in the art before the effective filing date of the claimed invention to have modified Shin to incorporate determining the forward/reverse switch is in the forward position, as disclosed by King, with a reasonable expectation of success because doing so would yield the predictable result of controlling the motor for regenerative braking based on the direction of the forward/reverse switch. Regarding claim 6, Shin discloses the electric vehicle as claimed in claim 5, wherein the applying the power level limit for regenerative braking to the motor based on the positional data comprises: based on the positional data from the at least one sensor being indicative of the slope/grade on which the vehicle is located or traveling, causing the motor to provide a braking torque that slows the vehicle based on the slope/grade of ground on which the vehicle is located or traveling (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector). Shin does not explicitly disclose wherein the applying the power level limit for regenerative braking to the motor based on the positional data comprises: determining that the vehicle is moving in a forward direction; and based on the vehicle moving in the forward direction, causing the motor to provide a braking torque that slows the vehicle based on the grade/slope of ground on which the vehicle is operating. King teaches wherein the applying the power level limit for regenerative braking to the motor based on the positional data comprises: determining that the vehicle is moving in a forward direction (King, [0082] regarding a forward/reverse switch to determine if the vehicle is going forward), based on the vehicle moving in the forward direction, causing the motor to provide a braking torque that slows the vehicle based on the grade/slope of ground on which the vehicle is operating (King, [0090] regarding limiting regenerative braking when the vehicle is moving in the forward direction). Motivation to combine Shin and King, in the instant claim, is the same as that stated above with respect to claim 4. Regarding claim 9, Shin discloses the electric vehicle as claimed in claim 1 is a commercial vehicle ([0030]), but does not explicitly disclose wherein the vehicle is a golf car. King teaches wherein the vehicle is a golf car (King, [0034] regarding the vehicle being a golf car). Shin and King are considered to be analogous to the claimed invention because they are in the same field of regenerative braking. It would have been obvious to a person of ordinary skill in the art before the effective filing date of the claimed invention to have modified Shin to incorporate regenerative braking in a golf car, as disclosed by King, with a reasonable expectation of success because doing so would yield the predictable result of performing regenerative braking in golf cars. Regarding claim 10, Shin discloses the electric vehicle as claimed in claim 1, but does not explicitly disclose wherein the battery comprises lithium. King teaches wherein the battery comprises lithium (King, [0034] regarding the vehicle having a lithium battery. Shin and King are considered to be analogous to the claimed invention because they are in the same field of regenerative braking. It would have been obvious to a person of ordinary skill in the art before the effective filing date of the claimed invention to have modified Shin to incorporate using a lithium battery, as disclosed by King, with a reasonable expectation of success because doing so would yield the predictable result of faster charging and increased lifespan of the battery. Regarding claim 19, Shin discloses a vehicle comprising: a rechargeable battery (Shin, [0046] regarding a rechargeable battery); a motor configured to drive at least one wheel of the golf car (Shin, [0114] regarding a motor driving the wheels); and control circuitry coupled with the rechargeable battery and the motor (Shin, Fig. 2 regarding the controller being connected to the battery and motor); wherein the control circuitry is configured to control regenerative braking of the golf car to reduce a chance of skidding at least by adjusting regenerative braking for the golf car (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector)., and control of the regenerative braking is based on at least one of: (i) a slope/grade on which the golf car is located or traveling, (ii) a type of surface on which the golf car is located or traveling, and (iii) a degree of wetness of the surface on which the golf car is located or traveling (Shin, [0093] regarding adjusting the regenerative torque based on the slope of the road detected by the slope detector and operating the power converter based on the adjusted reference regenerative torque). Shin discloses the is a commercial vehicle ([0030]), but does not explicitly disclose wherein the vehicle is a golf car. King teaches wherein the vehicle is a golf car (King, [0034] regarding the vehicle being a golf car). Shin and King are considered to be analogous to the claimed invention because they are in the same field of regenerative braking. It would have been obvious to a person of ordinary skill in the art before the effective filing date of the claimed invention to have modified Shin to incorporate regenerative braking in a golf car, as disclosed by King, with a reasonable expectation of success because doing so would yield the predictable result of performing regenerative braking in golf cars. 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 ALEX GRIFFIN whose telephone number is (703)756-1516. The examiner can normally be reached Monday - Thursday 7:30am - 5:30pm. 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, ERIN BISHOP can be reached at (571)270-3713. 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. /ALEX B GRIFFIN/Examiner, Art Unit 3665 /Erin D Bishop/Supervisory Patent Examiner, Art Unit 3665
Read full office action

Prosecution Timeline

Sep 20, 2023
Application Filed
May 27, 2025
Non-Final Rejection — §102, §103
Oct 29, 2025
Response Filed
Jan 08, 2026
Final Rejection — §102, §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12534090
SYSTEMS AND METHODS FOR DETECTION OF A LOAD SHIFT AT A VEHICLE
2y 5m to grant Granted Jan 27, 2026
Patent 12522167
CONTROL DEVICE FOR A PERSONAL PROTECTION SYSTEM
2y 5m to grant Granted Jan 13, 2026
Patent 12498249
SELF ADAPTIVE ENHANCEMENT FOR AUTOMATED DRIVING WITH MAP AND CAMERA ISSUES
2y 5m to grant Granted Dec 16, 2025
Patent 12434730
DRIVING ASSISTANCE APPARATUS, DRIVING ASSISTANCE METHOD, AND COMPUTER-READABLE STORAGE MEDIUM STORING DRIVING ASSISTANCE PROGRAM
2y 5m to grant Granted Oct 07, 2025
Patent 12412380
SENSOR INFORMATION FUSION METHOD AND DEVICE
2y 5m to grant Granted Sep 09, 2025
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
44%
Grant Probability
84%
With Interview (+39.3%)
2y 8m
Median Time to Grant
Moderate
PTA Risk
Based on 18 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