USPTO Group 2110 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19387184Real-Time Digital-Twin Structural Health Monitoring and Autonomous Maintenance SystemNovember 2025March 2026Allow400NoNo
19371267DYNAMIC ERROR RESOLUTION FOR HYBRID QUANTUM-CLASSICAL COMPUTING ENVIRONMENTS USING A HIERARCHICAL DATA STRUCTUREOctober 2025February 2026Allow300NoNo
19345097Morphing of Watertight Spline Models Using As-Executed Manufacturing DataSeptember 2025March 2026Allow610NoNo
19338377SYSTEMS AND METHODS FOR SYNTHETIC DATA AGGREGATIONSSeptember 2025March 2026Allow610NoNo
19329027COMPUTING TECHNOLOGIES FOR VERIFICATION OF STABILITY OF PRODUCTION ENVIRONMENTSSeptember 2025January 2026Allow400NoNo
19298065METHOD AND SYSTEM FOR PERFORMING TRANSFER FUNCTION MEASUREMENTS ON A DEVICEAugust 2025October 2025Allow200NoNo
19289810RESILIENT ON-SITE MICROGRID SYSTEMAugust 2025January 2026Allow510YesNo
19278904REDUCING THE REQUIRED CAPACITANCE OF AN ULTRACAPACITOR (UC) IN HYBRID ENERGY STORAGE SYSTEMS (HESS) UTILIZING OPTIMAL CONTROLLERSJuly 2025September 2025Allow200NoNo
19278640SMART HUMIDIFIER FOR HUMIDORJuly 2025October 2025Allow200YesNo
19278137SYSTEMS AND METHODS FOR ADAPTIVE ENVIRONMENTAL MONITORING WITH INTELLIGENT SAMPLING AND POWER MANAGEMENTJuly 2025November 2025Allow410NoNo
19273271GENERALIZED ENERGY STORAGE CONTROL METHOD AND SYSTEM FOR FULL CONSUMPTION OF DISTRIBUTED RENEWABLE ENERGY IN DISTRIBUTION NETWORKSJuly 2025September 2025Allow200YesNo
19266339METHOD FOR POWER DISTRIBUTION CONTROL IN MICROGRID SYSTEM INTEGRATING ELECTRICITY, HYDROGEN, AND AMMONIA, AND DEVICEJuly 2025August 2025Allow100NoNo
19267054SYSTEMS AND METHODS OF DYNAMIC ADAPTIVE FAST CHARGING IN BATTERIES TO REDUCE LITHIUM PLATINGJuly 2025September 2025Allow200NoNo
19262723POWER SYSTEM, CONTROLLER AND CONTROL METHODJuly 2025January 2026Allow610NoNo
19263418METHOD AND SYSTEM FOR CONTROLLING HEATING, VENTILATION, AND AIR CONDITIONING SYSTEM IN BUILDINGS BASED ON ADAPTIVE MODEL PREDICTIVE CONTROLJuly 2025October 2025Allow410YesNo
19145969DATA WRITING METHOD AND SYSTEM, STORAGE HARD DISK, ELECTRONIC DEVICE AND STORAGE MEDIUMJuly 2025March 2026Allow800NoNo
19258231Quantum Redundancy and AI-Enhanced Cybersecurity MethodJuly 2025November 2025Allow410NoNo
19252311FLEXIBILITIES USED IN SLICER TO ENSURE LEVEL PRINTING FOR ADDITIVE SYSTEMJune 2025January 2026Allow610YesNo
19249966UNSUPERVISED INTEGRATED METHOD AND DEVICE OF INSTABILITY DETECTION AND FAULT MODULE POSITIONINGJune 2025January 2026Allow710NoNo
19246918MACHINE LEARNING MODEL RESOURCE UTILIZATION OPTIMIZATIONJune 2025January 2026Allow610YesNo
19246508METHOD, AND DEVICE FOR DETECTING MEMORY FAULT, MEDIUM AND SERVERJune 2025March 2026Allow920YesNo
19245783SENSOR CONTROL METHOD AND CONTACT - BASED DEVICEJune 2025September 2025Allow300NoNo
19142130HOT SWAP ERROR REPORTING METHOD, PROCESSOR ARCHITECTURE, DEVICE AND STORAGE MEDIUMJune 2025March 2026Allow800YesNo
19141136FIRMWARE DETECTION SYSTEM AND METHOD FOR RECOVERABLE FAULT, STORAGE MEDIUM, AND SERVERJune 2025March 2026Allow910NoNo
19242533SYSTEM AND METHOD FOR VOLTAGE COMPENSATION AND STATE OF CHARGE-ASSISTED POWER SHARING IN DC MICROGRIDSJune 2025September 2025Allow310NoNo
19139196Memory Processing Method Based on a Server and Apparatus, Processor and Electronic DeviceJune 2025February 2026Allow800NoNo
19236588WIRELESS POWER TRANSFER IN COMMUNICATIONSJune 2025August 2025Allow200NoNo
19236582ARRANGEMENT AND A METHOD FOR BALANCING POWER IN AN AC POWER TRANSMISSION SYSTEMJune 2025February 2026Allow820NoNo
19228219METHOD OF FORMING A QUADRANT CONTROL VALVE SYSTEM, QUADRANT CONTROL VALVE SYSTEM AND HYDRAULIC SYSTEMJune 2025December 2025Allow710YesNo
19227423COOPERATIVE CONTROL OPTIMIZATION METHOD SUITABLE FOR NEAR-FIELD FAN WALL MICROMODULEJune 2025September 2025Allow310NoNo
19224819METHODS AND APPARATUS FOR ARTIFICIAL INTELLIGENCE ENHANCED BUILDING MAINTENANCE MANAGEMENTJune 2025February 2026Allow820NoNo
19134442APPARATUS FOR CANCELING NOISE FROM BROADCAST SIGNAL FOR ELECTRIC VEHICLEMay 2025March 2026Allow910NoNo
19220806METHOD FOR GENERATING THREE-DIMENSIONAL PRINTING COMPOSITE HOLLOW STRUCTURE BASED ON ALTERNATING CONNECTIONS OF SPATIAL CURVESMay 2025December 2025Allow610YesNo
19218317Real-Time Digital-Twin Structural Health Monitoring and Autonomous Maintenance SystemMay 2025November 2025Allow510YesNo
19216506EMERGENCY COOLING SYSTEM AND METHOD FOR DATA CENTER AND DATA CENTER COOLING SYSTEMMay 2025July 2025Allow200NoNo
19215754SYSTEM AND METHOD FOR BREAKAGE EARLY WARNING OF HIGH-VOLTAGE TRANSMISSION LINES BASED ON ACOUSTIC PRINTSMay 2025August 2025Allow200NoNo
19214140REACTIVE POWER OPTIMIZATION METHOD FOR POWER SYSTEM BASED ON DISTRIBUTED INTERVAL OPTIMIZATION, AND COMPUTER MEDIUMMay 2025July 2025Allow200YesNo
19213598DIGITAL TWIN CONTROL SYSTEM FOR PRODUCT PROCESSING QUALITYMay 2025August 2025Allow310NoNo
19208937Adjusting Injection Press Parameters across a Fleet Based on Sensor Readings from Attachable Monitoring DevicesMay 2025October 2025Allow510YesNo
19206558SYSTEM AND METHOD FOR ROUND-ROBIN EDITING OF A GENERATED USER INTERFACEMay 2025November 2025Allow610NoNo
19204618SERVER FOR PROVIDING ADAPTIVE FEED AMOUNT BASED ON ARTIFICIAL INTELLIGENCEMay 2025November 2025Allow610NoNo
19204695Baby Formula Dispenser with Accuracy VerificationMay 2025October 2025Allow510YesNo
19199648SMART COMPACTOR CONTROLLERMay 2025November 2025Allow610YesNo
19196733Method and Device for Calculating Fault Measurement Impedance of Hybrid-Connected Grid-Following and Grid-Forming Wind Power SystemMay 2025August 2025Allow400YesNo
19194308METHODS, DEVICES, AND ELECTRONIC DEVICES FOR LOCATING ANOMALY ROOT CAUSESApril 2025October 2025Allow610NoNo
19194039ENERGY-SAVING CONTROL SYSTEM AND METHOD FOR BOILER IN THERMAL POWER PLANTApril 2025June 2025Allow100NoNo
19192373SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS INCLUDING FEATURES OF TRANSFORMING DATA INVOLVING A SECURE FORMAT FROM WHICH THE DATA IS RECOVERABLEApril 2025December 2025Abandon710NoNo
19193182A METHOD FOR CONTROLLING A POWER OUTPUT OF A GRID FORMING WIND TURBINEApril 2025September 2025Allow510YesNo
19193592SYSTEM AND METHOD FOR AUTOMATED VOLUMETRIC SPINAL ASSESSMENTApril 2025November 2025Allow710NoNo
19189021SYSTEMS AND METHODS FOR AUTOMATED CONTROL OF ACTUATION COMPONENTS IN CAR WASH FACILITIESApril 2025October 2025Allow610YesNo
19189015SYSTEMS AND METHODS FOR AUTOMATED CAR WASH FACILITY THROUGHPUT CONTROLApril 2025October 2025Allow611YesNo
19189048System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral IntelligenceApril 2025July 2025Allow300NoNo
19189049System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral IntelligenceApril 2025October 2025Allow610NoNo
19183090COMPUTING TECHNOLOGIES FOR VERIFICATION OF STABILITY OF PRODUCTION ENVIRONMENTSApril 2025May 2025Allow100NoNo
19177345RISK ASSESSMENT METHOD FOR DISTRIBUTED POWER DISTRIBUTION NETWORK CONSIDERING LINE FAULT AND A DEVICE THEREOFApril 2025August 2025Allow410NoNo
19175628METHOD, APPARATUS AND DEVICE FOR OPTIMIZING PROCESS PARAMETER, AND STORAGE MEDIUMApril 2025November 2025Allow710NoNo
19173784METHODS AND SYSTEMS FOR PIPELINE TEMPERATURE CONTROL OF SMART GAS BASED ON INTERNET OF THINGS (IOT)April 2025July 2025Allow300NoNo
19171855BUILDING SYSTEM WITH GENERATIVE ARTIFICIAL INTELLIGENCE POINT NAMING, CLASSIFICATION, AND MAPPINGApril 2025June 2025Allow200NoNo
19170575TIME DEFERRED POWER UTILIZATIONApril 2025January 2026Abandon1010NoNo
19170515RESOURCE SITE LOAD DETERMINATION BASED ON RENEWABLE POWER PREDICTIONSApril 2025October 2025Allow610YesNo
19097959SYSTEMS AND METHODS FOR SYNTHETIC DATA AGGREGATIONSApril 2025July 2025Allow310NoNo
19097201SYSTEM AND METHOD FOR RESTORATION OF A POWER SYSTEMApril 2025June 2025Allow300YesNo
19096052MODELING INVERTER OUTPUTS FOR PV SYSTEMSMarch 2025July 2025Allow300YesNo
19116461METHOD AND APPARATUS FOR MONITORING HARDWARE PARTITION OF SERVER HOST SYSTEMMarch 2025October 2025Allow610NoNo
19116467METHOD AND APPARATUS FOR PROCESSING FAULTY MEMORY MODULE, AND ELECTRONIC DEVICE AND NON-TRANSITORY READABLE STORAGE MEDIUMMarch 2025March 2026Allow1110NoNo
19116099Heterogeneous Computing Systems and Server SystemMarch 2025June 2025Allow300NoNo
19091868Residential HVAC Safety ControlMarch 2025May 2025Allow100YesNo
19115438MEMORY FAILURE PROCESSING METHOD AND APPARATUS, AND COMPUTER DEVICE AND STORAGE MEDIUMMarch 2025December 2025Allow920NoNo
19115729METHOD FOR CONTROLLING BASEBOARD MANAGEMENT CONTROLLER OF NODE SERVER AND SYSTEM THEREOFMarch 2025November 2025Allow800NoNo
19115742METHOD AND SYSTEM FOR CONTROLLING INTERNAL TEMPERATURE OF SERVER, SERVER, DEVICE, AND MEDIUMMarch 2025July 2025Allow410NoNo
19089770CONTROL SYSTEM, CONTROL METHOD, AND METHOD OF PRODUCING SOLIDMarch 2025May 2025Allow200NoNo
19087438METHOD, DEVICE, EQUIPMENT, AND STORAGE MEDIUM FOR AIRCRAFT TOOLING MODIFICATIONMarch 2025July 2025Allow400NoNo
19086081BREAST PROSTHESIS PROCESSING SYSTEMMarch 2025August 2025Allow510NoNo
19085204CALCULATION METHOD AND DEVICE FOR MULTI-SCALE ELECTRIC-CARBON ENERGY EFFICIENCY OPTIMIZATION CALCULATION METHOD AND DEVICE FOR POWER SYSTEMMarch 2025January 2026Abandon910NoNo
19082151PROCESS ADJUSTMENT CONTROL METHOD AND SYETEM BASED ON PRODUCTION LINE CO-PRODUCTIONMarch 2025August 2025Allow510NoNo
19079234AGILE GRID FORMING CONTROL FOR COMPENSATING COLLOCATED EXTREME LOAD VARIABILITYMarch 2025August 2025Allow520YesNo
19077039STATUS MONITORING SYSTEM AND CONTROL METHOD FOR MESH BELT FURNACE FOR CERAMIC SINTERINGMarch 2025May 2025Allow200NoNo
19074424METHODS, SYSTEMS, AND MEDIA FOR SAMPLING PRODUCT QUALITY BASED ON INDUSTRIAL INTERNET OF THINGS (IIOT)March 2025July 2025Allow400YesNo
19067141MONITORING EMERGING FAULTSFebruary 2025November 2025Allow820YesNo
190676343D PRINTED DENTAL APPLIANCES WITH VARIABLE THICKNESS REGIONSFebruary 2025July 2025Allow510YesNo
19066603METHOD TO OPERATE A SYSTEM COMPRISING AN ENERGY STORAGE SYSTEM IN RESPONSE TO A BYPASS REQUEST BASED ON A TOTAL NUMBER OF MODULES TO BE BYPASSEDFebruary 2025August 2025Allow610NoNo
19063189LEARNING CONTROL SYSTEM AND METHOD FOR ULTRA-PRECISION LITHOGRAPHIC APPARATUS BASED ON UNCERTAINTY COMPENSATIONFebruary 2025April 2025Allow100NoNo
19062914METHODS AND SYSTEMS FOR MONITORING STRESS IN A TENDON IN CONCRETE POST-TENSIONINGFebruary 2025June 2025Allow410YesNo
19060799MULTI-AGENT MACHINE LEARNING FRAMEWORK FOR BIDIRECTIONAL BATTERY ENERGY STORAGE SYSTEMSFebruary 2025May 2025Allow300NoNo
19061012METHOD AND SYSTEM OF MULTI-TIME SCALE COMPOUND CONTROL OF INTEGRATED ENERGY SYSTEM BASED ON DUAL-LOOP FEEDBACK ROBUST MODEL PREDICTIVE CONTROLFebruary 2025July 2025Allow410NoNo
19058464METHODS, SYSTEMS, AND DEVICES FOR DATA RECOVERY AND BACKUPFebruary 2025July 2025Allow510NoNo
19057067SYSTEM AND METHOD FOR ROOT CAUSE ANALYSIS USING TREE STRUCTURE ANALYSISFebruary 2025October 2025Allow820YesNo
19056792METHODS AND INTERNET OF THINGS (IOT) SYSTEMS FOR MONITORING GAS AT SMART GAS GATE STATIONS BASED ON SAFETY SUPERVISIONFebruary 2025September 2025Allow710YesNo
19057359MULTI-TASK MACHINING PROCESS ON-LINE MONITORING METHOD AND SYSTEM BASED ON CLOUD-EDGE COLLABORATIONFebruary 2025April 2025Allow200NoNo
19050582OPTIMAL OPERATION CONTROL METHOD OF AIR-SOURCE HEAT PUMP AND GAS-FIRED HEATER COMBINED HEATING SYSTEMFebruary 2025May 2025Allow300NoNo
19049915ADAPTIVE MANUFACTURING METHOD FOR BUILDING COMPONENTSFebruary 2025July 2025Allow510YesNo
19048963INTERNET OF THINGS (IOT) SYSTEMS AND METHODS FOR PIPELINE VALVE CALIBRATION BASED ON SMART GAS SAFETY SUPERVISIONFebruary 2025June 2025Allow500YesNo
19048535Anti-Fragile Storage SystemsFebruary 2025April 2025Allow200NoNo
19046684SYSTEMS, METHODS, AND MEDIA FOR PERFORMING A FAILOVER TECHNIQUE FOR ONE OR MORE DATA STREAMING APPLICATIONS EXECUTING IN A CLOUD COMPUTING ENVIRONMENTFebruary 2025September 2025Allow720YesNo
19044864QUANTUM ERROR CORRECTION WITH RUNTIME TRIGGER EVENTSFebruary 2025August 2025Allow610YesNo
19045098SYSTEMS AND METHODS FOR MONITORING A GAS STERILIZATION ENVIRONMENTFebruary 2025August 2025Allow610YesNo
19040282FORWARD ERROR CORRECTION IN DIGITAL COMMUNICATION SYSTEMSJanuary 2025July 2025Allow611NoNo
19099187Method, Device and Storage Medium for Constructing Requirement Behavior TreeJanuary 2025October 2025Allow910NoNo
18997888PRODUCTION SYSTEMJanuary 2025August 2025Allow710YesNo
19034371INPUT/OUTPUT SYSTEM INTERCONNECT REDUNDANCY AND FAILOVERJanuary 2025July 2025Allow610NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for group 2110.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1241
Examiner Affirmed
925
(74.5%)
Examiner Reversed
316
(25.5%)
Reversal Percentile
7.8%
Lower than average

What This Means

With a 25.5% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
4125
Allowed After Appeal Filing
1539
(37.3%)
Not Allowed After Appeal Filing
2586
(62.7%)
Filing Benefit Percentile
86.4%
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, 37.3% 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 face challenges. Ensure your case has strong merit before committing to full Board review.

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

Group 2110 - Prosecution Statistics Summary

Executive Summary

Group 2110 is part of Technology Center 2100. This group has examined 89,458 patent applications in our dataset, with an overall allowance rate of 84.8%. Applications typically reach final disposition in approximately 30 months.

Prosecution Patterns

Applications in Group 2110 receive an average of 1.63 office actions before reaching final disposition. The median prosecution time is 30 months.

Strategic Overview

This group-level data aggregates statistics across multiple art units. For more targeted prosecution strategies, review the individual art unit and examiner statistics within this group.

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.