USPTO Examiner REFAI RAMSEY - Art Unit 3664

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19023111METHOD AND SYSTEM FOR LOADING TRAYS IN DELIVERY ROBOTS WITHIN A MULTI-STORY BUILDINGJanuary 2025June 2025Allow510NoNo
18944346SWIMMING POOL CLEANING SYSTEM WITH IMAGE CAPTURE DEVICENovember 2024February 2026Allow1500NoNo
18896904SWIMMING POOL CLEANING SYSTEM AND CONTROL METHOD THEREOFSeptember 2024December 2025Allow1500NoNo
18828188AIRCRAFT CONTROL METHOD AND APPARATUS, AIRCRAFT, AND STORAGE MEDIUMSeptember 2024March 2026Allow1810NoNo
18815106SYSTEM AND METHOD FOR MAPPING VECTORIZATION AND NAVIGATION SYSTEM USING CONVOLUTIONAL NEURAL NETWORKAugust 2024January 2026Allow1700NoNo
18732631DELIVERY SYSTEMJune 2024September 2025Allow1500NoNo
18675675AUTOMATIC TRAVELING VEHICLEMay 2024September 2025Allow1600NoNo
18671358Control device and method for controlling unmanned vehicle movement based on user terminal operation in mobile salesMay 2024March 2026Allow2210NoNo
18647836CONTROL METHOD AND APPARATUS FOR CONTROLLING OPERATION OF AN ACCESS CONTROL DEVICE FOR A VEHICLEApril 2024November 2024Allow700NoNo
18702923A FORESTRY SYSTEMApril 2024August 2025Allow1600NoNo
18639106TRAVEL PLAN GENERATING METHOD AND TRAVEL PLAN GENERATING SYSTEM FOR MOBILE VEHICLES BASED ON REMAINING ENERGYApril 2024March 2025Allow1110YesNo
18636581CONTROL DEVICE, CONTROL METHOD, AND STORAGE MEDIUMApril 2024March 2026Allow2310NoNo
18700560A CONTROL UNIT AND METHOD THEREIN FOR OPERATING AN AUTONOMOUS VEHICLEApril 2024August 2025Allow1600NoNo
18617194HARVESTER WITH FEED FORWARD CONTROL OF FILLING MECHANISMSMarch 2024November 2024Allow800NoNo
18617388AUTONOMOUS RAIL OR OFF RAIL VEHICLE MOVEMENT AND SYSTEM AMONG A GROUP OF VEHICLESMarch 2024March 2025Allow1220NoNo
18694511POSE ADJUSTMENT METHOD, POSE ADJUSTMENT DEVICE, ELECTRONIC EQUIPMENT AND READABLE STORAGE MEDIUMMarch 2024August 2025Allow1600NoNo
18607041AUTONOMOUS VEHICLE HOSTED DISTRIBUTION SERVICEMarch 2024August 2025Allow1700NoNo
18594901SYSTEMS AND METHODS FOR TRANSFERRING A GIFT USING AN INFORMATION STORAGE AND COMMUNICATION SYSTEMMarch 2024January 2025Allow1110NoNo
18588761SYSTEM AND METHOD FOR CONTROLLING THE OPERATION OF AN AGRICULTURAL HARVESTERFebruary 2024December 2025Allow2110NoNo
18549816CLOUD SERVER CAPABLE OF COMMUNICATING WITH AMR, AND CONTROL METHOD OF SAMEFebruary 2024August 2025Allow2300NoNo
18427271AUTOMATIC DRIVING SYSTEM FOR MANAGING PRIORITY AND CONTROLLING TRANSPORT OF A PLURALITY OF VEHICLES FROM PRODUCTION TO SHIPMENTJanuary 2024December 2025Allow2210NoNo
18420374MONITORING AND EMERGENCY CONTROL SYSTEM FOR VECTOR PSYLLID OF CITRUS HUANGLONGBINGJanuary 2024July 2025Allow1800NoNo
18415021VEHICLE CONTROLLER, METHOD, AND COMPUTER PROGRAM FOR VEHICLE CONTROLJanuary 2024July 2025Allow1800NoNo
18396737METHOD TO DETECT OPPORTUNISTIC MIXED MODE TRANSPORTATION VIRTUAL HUBS BASED ON MOBILITY PATTERNSDecember 2023October 2025Allow2210NoNo
18392504SYSTEM AND METHOD FOR ADAPTIVE TIRE PRESSURE CONTROLDecember 2023June 2025Allow1800NoNo
18570642UNMANNED DEVICE CONTROL METHOD AND APPARATUS, STORAGE MEDIUM, AND ELECTRONIC DEVICEDecember 2023March 2025Allow1500NoNo
18539710MACHINE LEARNING BASED ENERGY USE PREDICTIONDecember 2023March 2026Allow2720YesNo
18539374Camera Calibration Method based on vehicle localizationDecember 2023June 2025Allow1800NoNo
18566056PROVIDING A ROUTE-SPECIFIC SERVICE TO A USER OF A VEHICLE IN ACCORDANCE WITH A PREDICTED NAVIGATION ROUTENovember 2023October 2025Allow2310NoNo
18517217FLYING VEHICLENovember 2023November 2024Allow1220YesNo
18512917VehicleNovember 2023June 2025Allow1900NoNo
18512113METHOD FOR MANEOUVERING A BOAT PROVIDED WITH A SINGLE DRIVE UNITNovember 2023June 2025Allow1900NoNo
18507674ROBOTIC WORK TOOL GRASS DETECTION AND DIRECTIONAL OPERATION SYSTEMS AND METHODSNovember 2023March 2026Allow2810NoNo
18502351INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD DETERMINING CONTROL METHOD FOR A PLURALITY OF MOVABLE APPRATUSES UTILIZING A FACILITYNovember 2023December 2025Allow2610NoNo
18497673SYSTEMS AND METHODS FOR GENERATING USER OFFERINGS RESPONSIVE TO TELEMATICS DATAOctober 2023May 2025Allow1930YesNo
18495490Hybrid Position Navigation and Timing SystemOctober 2023October 2025Allow2310NoNo
18382687VEHICLE MANAGEMENT METHOD, VEHICLE MANAGEMENT SYSTEM, AND COMPUTER SYSTEMOctober 2023September 2025Allow2310NoNo
18287596BUILDING CONTROL SYSTEM FOR AT LEAST ONE BUILDINGOctober 2023December 2025Allow2600NoNo
18375616INFORMATION COLLECTION SYSTEMOctober 2023June 2024Allow910NoNo
18479042Node-enabled Logistics Receptacle Apparatus, Systems, and Methods with a Deployable Storage Element for Receiving and Temporarily Maintaining a Delivery ItemSeptember 2023May 2025Allow1900NoNo
18475677Grid-Tied Power Supply System and Related Device ThereofSeptember 2023February 2026Allow2901NoNo
18472681APPLICATION-BASED COMMERCIAL GROUND TRANSPORTATION CLEARINGHOUSE SYSTEMSeptember 2023October 2024Abandon1310NoNo
18473022POWER SOURCING EQUIPMENT AND METHOD FOR DETECTING INSULATION RESISTANCE AT INPUT END OF POWER SOURCING EQUIPMENTSeptember 2023December 2025Allow2600NoNo
18370406THERMAL-RUNAWAY WARNING METHOD, SYSTEM, AND TERMINAL FOR POWER STATIONSeptember 2023January 2026Allow2800NoNo
18469423SYSTEMS AND METHODS FOR MANAGING AND/OR FACILITATING RETURN SHIPMENT OF ITEMSSeptember 2023August 2024Allow1110NoNo
18367439DETERMINING THAT A REUSABLE PALLET IS UNLADENSeptember 2023September 2025Allow2400NoNo
18243319METHOD AND VEHICLE FOR RESPONDING TO A LANE BLOCKING OBJECTSeptember 2023September 2024Allow1210YesNo
18264978ESCAPING METHOD AND APPARATUS OF CLEANING ROBOT, MEDIUM AND ELECTRONIC DEVICEAugust 2023April 2025Allow2000NoNo
18366147METHOD AND APPARATUS FOR CONTROLLING LOGISTICS ROBOTAugust 2023April 2025Allow2000NoNo
18363676SYSTEM, METHOD AND ASSOCIATED APPARATUS FOR AUTONOMOUS VEHICLE TRANSPORTATIONAugust 2023July 2024Allow1110NoNo
18343814AUTOMATING CONTROL OF AN INDUSTRIAL VEHICLEJune 2023November 2024Allow1610NoNo
18214705METHOD AND SYSTEM FOR CONTROLLING AND DIAGNOSING A CLIMATE CONTROL SYSTEMJune 2023October 2024Allow1610NoNo
18269443DRIVING EVALUATION SYSTEM, LEARNING DEVICE, EVALUATION RESULT OUTPUT DEVICE, METHOD, AND PROGRAMJune 2023December 2025Abandon3010NoNo
18333835SENSORLESS PROPELLER DAMAGE DETECTION SYSTEMS AND METHODSJune 2023April 2025Allow2200NoNo
18329688LOGISTICS SYSTEM COMPRISING A TRUCK AND A TRAILER AND RELATED METHODJune 2023October 2025Allow2810NoNo
18322460MOTOR CONTROL SYSTEMS AND METHODS FOR MICROMOBILITY TRANSIT VEHICLESMay 2023February 2025Allow2100NoNo
18317267GO AROUND DETECTIONMay 2023December 2025Abandon3110NoNo
18317270SYSTEM AND METHOD FOR ENERGY EFFICIENT PROGNOSTICSMay 2023February 2025Abandon2120NoNo
18251660METHOD AND SYSTEM FOR TESTING A CONTROL UNIT OF A VEHICLEMay 2023April 2025Allow2410NoNo
18296784ASSEMBLY OF A VEHICLE WITH A CONTROL ELEMENT ARRANGED ON A VEHICLE DOORApril 2023March 2025Allow2300NoNo
18247685FIRST ONBOARD ECU, PROGRAM, INFORMATION PROCESSING METHOD, AND ONBOARD SYSTEMApril 2023November 2025Abandon3110NoNo
18189666MONITORING A GEAR WEAR IN AN ELECTRIC POWER TRAINMarch 2023May 2025Allow2500NoNo
18122662SWIMMING POOL CLEANING SYSTEM WITH IMAGE CAPTURE DEVICEMarch 2023August 2024Allow1720NoYes
18120350Generating Scene Descriptions by a Machine Learned ModelMarch 2023August 2025Allow2910YesNo
18171784FIADAPTIVE MULTI-MODAL E-PALLET CONTROLFebruary 2023July 2025Allow2900NoNo
18108809OPERATING MODES USING A BRAKING SYSTEM FOR AN ALL TERRAIN VEHICLEFebruary 2023April 2025Allow2611YesNo
18166716Safety Control Method and Apparatus for Autonomous Driving Assistance SystemFebruary 2023March 2025Allow2500NoNo
18162261DRIVER ATTRIBUTE DETECTION SYSTEM AND ASSOCIATED METHOD OF ADJUSTING A VEHICLE FEATUREJanuary 2023June 2025Allow2810YesNo
18018644Driving Assistance System and Driving Assistance Method for a Vehicle Including a Plausibility Check by a Control Unit on Information from Another Control UnitJanuary 2023August 2025Allow3110NoNo
18161736SYSTEMS AND METHODS FOR USING RISK PROFILES BASED ON PREVIOUSLY DETECTED VEHICLE EVENTS TO QUANTIFY PERFORMANCE OF VEHICLE OPERATORSJanuary 2023October 2024Allow2040YesNo
18161623AUTONOMOUS DRIVING CONTROL METHOD AND APPARATUSJanuary 2023July 2025Allow3010NoNo
18100839ELECTRIC MILEAGE ESTIMATION DEVICE, ELECTRIC MILEAGE ESTIMATION METHOD, AND RECORDING MEDIUMJanuary 2023April 2025Abandon2610NoNo
18157588METHOD FOR PROVIDING AN AT LEAST PARTIALLY AUTOMATIC DRIVING FUNCTION AND/OR A PERSONALIZED FUNCTION IN A MOTOR VEHICLEJanuary 2023January 2025Allow2410NoNo
18099179VEHICLE AND ACCELERATION LIMIT CONTROL METHOD THEREOFJanuary 2023January 2025Allow2410NoNo
18152793INFORMATION PROCESSING DEVICE, COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, AND INFORMATION PROCESSING METHODJanuary 2023December 2024Allow2300NoNo
18150365SYSTEM FOR MOTION PLANNING WITH NATURAL LANGUAGE COMMAND INTERPRETATIONJanuary 2023December 2024Allow2310YesNo
18088985SYSTEM FOR AGRICULTURAL MACHINE WITH ACCIDENT PREVENTION FUNCTION AND METHOD OF PERFORMING SAMEDecember 2022October 2024Allow2100NoNo
18087689PARKING LOCATION FILTERDecember 2022March 2025Allow2720YesNo
17928633Information Interaction Method, Server, Non-OBU onboard Terminal, and Storage MediumNovember 2022December 2025Allow3621NoNo
17994868SYSTEM AND METHOD FOR DETERMINING OPERATIONAL STATUS OF A TILLAGE IMPLEMENTNovember 2022June 2025Allow3100NoNo
17991870TECHNIQUES FOR SEGMENTED MONITORING OF POWERTRAIN PROPULSIVE TORQUE IN ELECTRIFIED VEHICLESNovember 2022August 2024Allow2100NoNo
17924775SELECTING A ROUTENovember 2022September 2024Allow2300NoNo
18051444CENTRAL CONTROL METHOD AND CENTRAL CONTROL SYSTEMOctober 2022February 2025Abandon2720NoNo
17976760SYSTEM AND METHOD FOR REMOTE VEHICLE DIAGNOSTIC DATA COMMUNICATIONS USING CONNECTIVITY PROFILESOctober 2022May 2025Allow3010NoNo
18050544ARTIFICIALLY INTELLIGENT PROVISION OF POST-VEHICULAR-COLLISION EVIDENCEOctober 2022April 2025Allow2910YesNo
17973089HYBRID VEHICLE AND CONTROL METHOD OF ENGINE START THEREFOROctober 2022September 2024Allow2300NoNo
18049011Self-propelled Agricultural Working MachineOctober 2022May 2025Allow3100NoNo
17965108ROTATION LIMITATION MODULE AND STEERING WHEEL MODULE FOR A STEER-BY-WIRE STEERING SYSTEMOctober 2022August 2024Allow2200NoNo
17961930METHOD FOR AUTOMATICALLY PRODUCING MAP DATA, AND RELATED APPARATUSOctober 2022September 2024Allow2300NoNo
17911720CHARGING OF ELECTRIC VEHICLES AND CONSTRUCTION MACHINESSeptember 2022June 2024Allow2100NoNo
17944943SYSTEM AND METHOD FOR INFERRING DRIVING CONSTRAINTS FROM DEMONSTRATIONSSeptember 2022June 2024Allow2200NoNo
17898772CONTROL ACTIVATION OF AN AUTONOMOUS NAVIGATION FUNCTION OF A VEHICLEAugust 2022February 2025Allow2901NoNo
17885320ARMREST TOUCH SCREEN DEVICE WITH WATER DISCHARGE FUNCTIONAugust 2022September 2024Allow2500NoNo
17860936SELF-LOCALIZATION OF A VEHICLE IN A PARKING INFRASTRUCTURE WITH SELECTIVE SENSOR ACTIVATIONJuly 2022July 2024Allow2400NoNo
17809589EGO MOTION CORRECTION OF LIDAR OUTPUTJune 2022December 2024Allow3010NoNo
17773232CONTROL OF HOST VEHICLE OF UNMANNED VEHICLE GROUP BASED ON CONSTRAINT CONDITION, ACTIVITY SITUATION OF HOST VEHICLE, AND ACTIVITY AMOUNT OF HOST VEHICLEApril 2022October 2024Allow3010NoNo
17728069SYSTEMS AND METHODS FOR AIDING GNSS-UNAVAILABLE AIRCRAFT OPERATIONSApril 2022November 2024Abandon3130YesNo
17760820Method and Control Device for Providing Feedback to a Vehicle OccupantMarch 2022November 2024Allow3210NoNo
17760887OPERATION RECORD ANALYSIS SYSTEM FOR CONSTRUCTION MACHINEMarch 2022October 2024Allow3110NoNo
17694544AUTONOMOUS VEHICLE INTERACTIVE EXPERIENCE PLATFORMMarch 2022August 2024Allow3011NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner REFAI, RAMSEY.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
0
(0.0%)
Examiner Reversed
1
(100.0%)
Reversal Percentile
98.0%
Higher than average

What This Means

With a 100.0% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.

Strategic Value of Filing an Appeal

Total Appeal Filings
4
Allowed After Appeal Filing
2
(50.0%)
Not Allowed After Appeal Filing
2
(50.0%)
Filing Benefit Percentile
82.6%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Strategic Recommendations

Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner REFAI, RAMSEY - Prosecution Strategy Guide

Executive Summary

Examiner REFAI, RAMSEY works in Art Unit 3664 and has examined 25 patent applications in our dataset. With an allowance rate of 96.0%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 54 months.

Allowance Patterns

Examiner REFAI, RAMSEY's allowance rate of 96.0% places them in the 86% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by REFAI, RAMSEY receive 2.72 office actions before reaching final disposition. This places the examiner in the 80% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by REFAI, RAMSEY is 54 months. This places the examiner in the 3% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.

Interview Effectiveness

Conducting an examiner interview provides a +5.3% benefit to allowance rate for applications examined by REFAI, RAMSEY. This interview benefit is in the 31% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 26.2% of applications are subsequently allowed. This success rate is in the 43% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 36.4% of cases where such amendments are filed. This entry rate is in the 55% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 100.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 75% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 80.0% of appeals filed. This is in the 73% percentile among all examiners. Of these withdrawals, 25.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 200.0% are granted (fully or in part). This grant rate is in the 100% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 44.0% of allowed cases (in the 100% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 41% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.