Prosecution Insights
Last updated: July 17, 2026
Application No. 18/631,428

PULSED ELECTRIC MACHINE CONTROL WITH NOTCHED FILTER

Final Rejection §103
Filed
Apr 10, 2024
Priority
May 05, 2023 — provisional 63/500,493
Examiner
DINH, THAI T
Art Unit
2846
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Tula Technology, Inc.
OA Round
2 (Final)
86%
Grant Probability
Favorable
3-4
OA Rounds
0m
Est. Remaining
86%
With Interview

Examiner Intelligence

Grants 86% — above average
86%
Career Allowance Rate
572 granted / 666 resolved
+17.9% vs TC avg
Minimal +0% lift
Without
With
+0.0%
Interview Lift
resolved cases with interview
Typical timeline
2y 4m
Avg Prosecution
22 currently pending
Career history
688
Total Applications
across all art units

Statute-Specific Performance

§101
1.2%
-38.8% vs TC avg
§103
76.1%
+36.1% vs TC avg
§102
7.9%
-32.1% vs TC avg
§112
12.3%
-27.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 666 resolved cases

Office Action

§103
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claims 1-10, 13-16, 18-20, 22, 24-29 and 31-37 are rejected under 35 U.S.C. 103 as being unpatentable over Islam et al. (hereinafter Islam, US 2023/0114289 A1) in view of Majeed et al. (hereinafter Majeed, US 5,332,061 A). For claim 1, Islam discloses a method of controlling operation of at least a first electric machine of at least one electric machine on board a vehicle (Figs. 1-2 of Islam discloses a system 10/100 and method of controlling operation of at least a first electric machine (40a/140a) of at least one electric machine 140 on board a vehicle 10 – see Islam, Figs. 1-2, paragraph [0029]), wherein the vehicle has at least one vibration resonance frequency (Fig. 8 of Islam discloses some curves having peaks which show the vibration resonance frequency -- see Islam, Fig. 8, paragraph [0053]), the method comprising: directing pulsed operation of the first electric machine to deliver an average output, wherein the pulsed operation causes the first electric machine to alternate between a first output level that is greater than the average output and a second output level that is less than the average output (Figs. 1-2 of Islam disclose directing pulsed operation of the first electric machine 40a/140a to deliver an average output 24, wherein the pulsed operation causes the first electric machine 40a/140a to alternate between a first output level that is greater than the average output 24 and a second output level that is less than the average output 24 -- see Islam, Figs. 1-2, claims 1, 3 and 5-6; paragraphs [0022]-[0023], [0028], [0033] and [0035]-[0036]); controlling transitions between the first output level and second output level (see Islam, Fig. 1, paragraph [0028]). Islam is silent for providing at least one notch filter at the at least one vibration resonance frequency of the vehicle. However, Majeed discloses providing at least one notch filter at the at least one vibration resonance frequency of the vehicle (see Majeed, Figs. 4, 8-9 and 11A-11B; col. 7, lines 31-35; col. 8, lines 65-68, col. 13, lines 3-19 and 59-63; and col. 14, lines 47-58). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filling date of the claimed invention to modify teaching of Islam to include one notch filter as teaching of Majeed for purpose of minimizing vibration of the vehicle. For claim 2, Islam in view of Majeed disclose the method as recited in claim 1, further comprising providing a pulsing frequency wherein the controlling transitions is dependent on the pulsing frequency (see Islam, Figs. 1-2 and 7C, claim 29, paragraphs [0047], [0065] and [0067]). For claim 3, Islam in view of Majeed disclose the method, as recited in claim 2, wherein the pulsing frequency is determined by taking into account Noise, Vibration, and Harshness (NVH) either caused by a measurable parameter of the vehicle or a feature on the vehicle that adjusts an amount of the NVH that is acceptable (see Islam, Fig. 1, Claim 6, paragraphs [0007] and [0039]-[0040]). For claim 4, Islam in view of Majeed disclose the method as recited in claim 1, wherein the second output level is zero torque (see Islam, claim 2, paragraph [0022], lines 11-12). For claim 5, Islam in view of Majeed disclose the method as recited in claim 4 wherein the first electric machine is controlled by a first inverter and in at least some operating states, the first inverter is turned off during at least a portion of a time that the first electric machine is caused to output zero torque (Figs 1-2 of Islam disclose the first electric machine 40a/140a is controlled by a first inverter30/130a and in at least some operating states, the first inverter 30/130a is turned off during at least a portion of a time that the first electric machine 40a/140a is caused to output zero torque – see Islam, Figs. 1-2, paragraphs [0028], [0035], [0050] and [0065]). For claim 6, Islam in view of Majeed disclose the method as recited in claim 1 wherein the transitions between the first output level and the second output level are controlled by controlling a torque generated by the first electric machine (see Islam, Figs. 1-2, claim 5, paragraphs [0006], [0026] and [0035]). For claim 7, Islam in view of Majeed disclose the method as recited in claim 1 wherein the transitions between the first output level and the second output level are controlled by controlling current supplied to the first electric machine (see Islam, Figs. 1-2, paragraphs [0025]-[0026]). For claims 8 and 32, Islam in view of Majeed disclose the method, as recited in claim 1 and/or claim 31, further comprising receiving vehicle vibration resonance data from at least one of a sensor and a lookup table (see Islam, Figs. 1-2 and 4, paragraphs [0034], [0036] and [0057]). For claims 9 and 33, Islam in view of Tao disclose the method as recited in claim 1 and/or claim 31, wherein the at least one vibration resonance frequency of the vehicle is variable and wherein the notch filter is adjustable to match changes in the at least one vibration resonance frequency (see Majeed, Fig. 7-9 and 11A-11B; Col. 12, line 39 through col. 13, line 19; col. 14, lines 11-58 and col. 17, lines 1-5). For claims 10, 20, 29 and 34, Islam in view of Majeed disclose the method, as recited in claim 1, claim 13, claim 24 and/or claim 31, wherein the vehicle has at least two vibration resonance frequencies (Figs. 1-8 of Islam in view of Majeed disclose the vehicle having at least two resonance frequencies – see Islam, Figs. 1 and 8, paragraph [0053] and Majeed, Figs. 8-9, col. 13, lines 3-19; col. 13, line 59 through col. 14, line 47) and wherein at least two vibration notch filters are provided at the at least two vibration resonance frequencies (Fig. 9 of Majeed discloses at least two vibration notch filters 122, 124 which are provided at the at least two vibration resonance frequencies -- see Majeed, Figs. 8-9, col. 13, line 59 through col. 14, line 47). For claim 13, Islam discloses a controller arranged to control at least a first electric machine of at least one electric machine on board a vehicle (Figs. 1-2 of Islam disclose a controller 10/100 arranged to control at least a first electric machine 40a/140aof at least one electric machine on board a vehicle 10 -- see Islam, Figs. 1-2, paragraph [0029]), wherein the vehicle has at least one vibration resonance frequency (Fig. 8 of Islam discloses some curves having peaks which show the resonance frequency -- see Islam, Fig. 8, paragraph [0053], lines 6-20), the controller comprising: a pulse controller that directs a pulsed operation of the first electric machine, wherein the pulsed operation causes the first electric machine to alternate between a first output level that is greater than an average output and a second output level that is less than the average output (similar as claim 1 above, the explanation is omit), the pulse controller comprising: a transition profile generator that controls transitions from the second output level to the first output level (similar as claim 1 above, the explanation is omit); and a notch filter controller that provides at least one notch filter for the at least one vibration resonance frequency (similar as claim 1 above, the explanation is omit). Claims 14 and 25 is “an apparatus” claims which are either same or similar to combination of “a method” claim 1 and claim 8. The explanation is omitted. For claims 15 and 26, Islam in view of Majeed disclose the controller as recited in claim 14 and/or claim 25, wherein the pulse controller (Fig. 1 of Islam discloses the controller 20 having the pulse controller 22) further comprises a frequency controller that provides a pulsing frequency wherein the transition profile generator provides a transition profile that is dependent on the pulsing frequency (see Islam, Figs. 1-2 and 7C, claim 29, paragraphs [0047], [0065] and [0067]). For claims 16 and 27, Islam in view of Majeed disclose the controller as recited in claim 15 and/or claim 25, wherein the frequency controller is adapted to receive vehicle input or a feature on the vehicle and adjust the pulsing frequency to provide an amount of Noise, Vibration, Harshness (NVH) that is acceptable (see Islam, Fig. 1, Claim 6, paragraphs [0007] and [0039]-[0040]). For claim 18, Islam in view of Majeed disclose the controller as recited in claim 13, further comprising a pulsing decision module that determines when the pulsed operation of the first electric machine is desirable and when continuous operation of the first electric machine is desirable to deliver the average output, wherein the pulse controller directs the pulsed operation of the first electric machine when the pulsing decision module determines that the pulsed operation of the first electric machine is desirable (see Islam, Figs. 1-2, Abstract, paragraphs [0005], [0020],[0022]-[0025], [0028] and [0035]. It is noted that Islam discloses controller 20 which is silent for including a pulsing decision module. It would have been obvious to one having ordinary skill in the art at the time the invention was made to include a pulsing decision module into Islam’s controller 20, since it has been held that constructing a formerly integral structure in various elements involves only routine skill in the art. Nerwin v. Erlichman, 168 USPQ 177, 179. Besides, using separately control units instead of only one controller to enhance performance). For claims 19 and 28, Islam in view of Majeed disclose the controller as recited in claim 13 and/or claim 24, wherein the at least one vibration resonance frequency of the vehicle is variable and wherein the notch filter controller adjusts the at least one notch filter to match changes in the at least one vibration resonance frequency (similar as claim 9 above, the explanation is omitted). Claim 22 is “an apparatus” claim which is either same or similar to combination of “a method” claim 4 and claim 5. The explanation is omitted. Claim 24 is “an apparatus” claim which is either same or similar to that of the “an apparatus” claim 13. The explanation is omitted. Claim 31 is “an apparatus” claim which is either same or similar to that of the “a method” claim 24 or the “an apparatus” claim 13. The explanation is omitted. For claim 35, Islam in view of Majeed disclose the method, as recited in claim 1, wherein the providing the notch filter provides a notch filter waveform (Figs. 9, 11A and 11B of Majeed disclose the notch filter 122 and 124 which provides a notch filter waveform – see Majeed, Figs. 9, 11A and 11B, col. 14, lines 47-58). For claim 36, Islam in view of Majeed disclose the method, as recited in claim 1, wherein the controlling transitions and the providing a transition torque profile with the at least one notch filter (see Majeed, Figs. 2-5 and 9, col. 6, lines 3-22 and col. 7, lines 31-51, and col. 8, lines 38-68). For claim 37, Islam in view of Majeed disclose pulse. (New) The method, as recited in claim 1, wherein the notch filter is provided by a S-curve pulse see Majeed, Figs. 11A and 11B). Claims 12, 23, and 30 are rejected under 35 U.S.C. 103 as being unpatentable over Islam et al. (hereinafter Islam, US 2023/0114289 A1) in view of Majeed et al. (hereinafter Majeed, US 5,332,061 A), further in view of Cho et al. (hereinafter Cho, KR 10-2017-0004406). For claims 12, 23 and 30, Islam in view of Tao disclose the method, as recited in claim 1, 13 and/or claim 24, wherein the at least one electric machine further comprises a second electric machine, wherein a second inverter controls the second electric machine (Fig. 2 of Islam discloses the at least one electric machine 140 further comprises a second electric machine 140b, wherein a second inverter 130b controls the second electric machine 140b – see Islam, Fig. 2, paragraph [0035]). Islam and Majeed are silent for disclosing at least a second notch filter is provided to the second electric machine. However, Cho discloses at least a second notch filter is provided to the second electric machine (see Cho, Figs. 3a-3b, paragraphs [0071]-[0074]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filling date of the claimed invention to modify teaching of Islam in view of Majeed to include at least two notch filters as teaching of Cho for purpose of improving the operational stability of the vehicle. Claims 11, 17 and 21 are rejected under 35 U.S.C. 103 as being unpatentable over Islam et al. (hereinafter Islam, US 2023/0114289 A1) in view of Majeed et al. (hereinafter Majeed, US 5,332,061 A), further in view of Miklosovic et al. (hereinafter Miklosovic, US 2022/0182001 A1). For claims 11 and 21, Islam in view of Majeed disclose all limitations as applied to claim 1 and/or claim 13 above. Islam in view of Majeed disclose controlling transitions between the first output level and the second output level (see Islam, Fig. 1, paragraph [0028]). Islam and Majeed are silent for using a cubic or higher order transition profile. However, Miklosovic discloses controlling transitions between the first output level and the second output level for using a cubic or higher order transition profile (see Miklosovic, Figs. 7-8, Claim 25; paragraphs [0019], [0027], [0032]-[0033] and [0039]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filling date of the claimed invention to modify teaching of Islam in view of Majeed to incorporate teaching of Miklosovic for purpose of improving the operation of the motor. For claim 17, Islam in view of Majeed disclose all limitations as applied to claim 13 above. Islam in view of Majeed disclose the transition profile generator controls transitions from the second output level to the first output level (see Islam, Fig. 1, paragraph [0028]). Islam and Majeed are silent for using a quintic or higher transition profile. However, Miklosovic discloses controlling at least some transitions between the first output level and the second output level for using a quintic or higher transition profile (see Miklosovic, Figs. 7-8, Claim 25; paragraphs [0032]-[0033] and [0039]). Therefore, it would have been obvious to one of ordinary skill in the art before the effective filling date of the claimed invention to modify teaching of Islam in view of Majeed to incorporate teaching of Miklosovic for purpose of improving the operation of the motor. Response to Amendment/Arguments This action is responsive to the amendment filed on April 8, 2026. The amendment overcomes the previous prior art rejections of claims 1-34. Applicant’s arguments concerning those rejections have been fully considered but are moot in light of the new grounds of rejection set forth above. 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 THAI T DINH whose telephone number is (571)270-3852. The examiner can normally be reached (571)270-3852. 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, Eduardo Colon-Santana can be reached at (571)272-2060. 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. /THAI T DINH/Primary Examiner, Art Unit 2837 Jun 13, 2026
Read full office action

Prosecution Timeline

Apr 10, 2024
Application Filed
Nov 29, 2025
Non-Final Rejection (signed) — §103
Feb 02, 2026
Non-Final Rejection mailed — §103
Feb 05, 2026
Interview Requested
Feb 13, 2026
Applicant Interview (Telephonic)
Feb 13, 2026
Examiner Interview Summary
Apr 08, 2026
Response Filed
Jun 17, 2026
Final Rejection mailed — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12656388
INSULATION MONITORING IN THE AC AIRCRAFT POWER DISTRICT
2y 3m to grant Granted Jun 16, 2026
Patent 12658839
CONTROL SCHEME FOR FAULT TOLERANT CONVERTER TOPOLOGY BASED DUAL CHANNEL PERMANENT MAGNET MOTOR DRIVE SYSTEM
2y 1m to grant Granted Jun 16, 2026
Patent 12640671
METHOD AND SYSTEM FOR SIMULTANEOUSLY REALIZING CURRENT SAMPLING GAIN AND DELAY COMPENSATION
2y 4m to grant Granted May 26, 2026
Patent 12633855
Method and System of Adaptive Current Control for AC Servo Motor
2y 3m to grant Granted May 19, 2026
Patent 12633849
POWER TOOL
2y 10m to grant Granted May 19, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

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

Prosecution Projections

3-4
Expected OA Rounds
86%
Grant Probability
86%
With Interview (+0.0%)
2y 4m (~0m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 666 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month