USPTO Art Unit 2116 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19063189LEARNING CONTROL SYSTEM AND METHOD FOR ULTRA-PRECISION LITHOGRAPHIC APPARATUS BASED ON UNCERTAINTY COMPENSATIONFebruary 2025April 2025Allow100NoNo
19057359MULTI-TASK MACHINING PROCESS ON-LINE MONITORING METHOD AND SYSTEM BASED ON CLOUD-EDGE COLLABORATIONFebruary 2025April 2025Allow200NoNo
19008886METHODS AND SYSTEMS FOR SUPPORT STRUCTURES IN CUT PARTSJanuary 2025June 2025Allow510YesNo
18988684METHOD AND SYSTEM FOR CONTROLLING VENTILATION COOLING TYPE PERMAFROST SUBGRADE BASED ON ENERGY DYNAMIC BALANCEDecember 2024April 2025Allow410NoNo
18977869METHOD AND IOT SYSTEM FOR DISTRIBUTED ENERGY PIPELINE NATURAL GAS TRANSMISSION SAFETY MANAGEMENTDecember 2024April 2025Allow400NoNo
18872809Method for Operating a Machine Tool, Computer Program Product, Control Unit, Machine Tool, Simulation Program Product and Use of the Control UnitDecember 2024April 2025Allow400NoNo
18963285Morphing of Watertight Spline Models Using As-Executed Manufacturing DataNovember 2024June 2025Allow720YesNo
18960007COMPUTER NUMERICAL CONTROL MACHINE, MACHINING METHOD THEREOF, AND SYSTEMNovember 2024June 2025Allow610NoNo
18869302RECORDING MEDIUM, SIMULATION METHOD, AND SIMULATION DEVICENovember 2024March 2025Allow300NoNo
18956637SYSTEM FOR CONTROLLING HEATING VENTILATION AND AIR CONDITIONING (HVAC) SYSTEMSNovember 2024April 2025Allow510YesNo
18953001RESIDUAL LIMIT DETERMINATION FOR A CLEANING AGENT CORRESPONDING TO A VALIDATION OF AN EQUIPMENT CLEANING PROCESSNovember 2024May 2025Allow610YesNo
18947929METHOD, APPARATUS, DEVICE FOR LIMITING MACHINING ELEMENT, PROGRAM MEDIUM AND COMPUTER NUMERICAL CONTROL MACHINENovember 2024April 2025Allow510YesNo
18863655NUMERICAL CONTROLLER, NUMERICAL CONTROL MACHINE TOOL, MACHINING PROGRAM GENERATION DEVICE, AND MACHINING PROGRAM GENERATION METHODNovember 2024February 2025Allow300NoNo
18922947SYSTEMS AND METHODS FOR FAULT TOLERANT ENERGY MANAGEMENT SYSTEMS CONFIGURED TO MANAGE HETEROGENEOUS POWER PLANTSOctober 2024March 2025Allow410NoNo
18922820SYSTEMS AND METHODS FOR FAULT TOLERANT ENERGY MANAGEMENT SYSTEMS CONFIGURED TO MANAGE HETEROGENEOUS POWER PLANTSOctober 2024March 2025Allow510YesNo
18921072SYSTEMS AND METHODS FOR MANAGING PLANT IRRIGATION SCHEDULESOctober 2024January 2025Allow300NoNo
18914153COOPERATIVE BONDING METHOD FOR A BONDING HEAD OF A WIRE BONDING MACHINE AND A WIRE BONDING MACHINEOctober 2024December 2024Allow200NoNo
18914045METHOD AND SYSTEM FOR INTELLIGENT RECOMMENDATION OF PRODUCTION PROCESS BY INDUSTRIAL INTERNET OF THINGS INFORMATION CLOUD SHARINGOctober 2024May 2025Allow710NoNo
18887766System and Methods for Actively Managing Electric Power Over an Electric Power GridSeptember 2024November 2024Allow210YesNo
18817269SYSTEM AND METHOD FOR MONITORING MACHINE TOOL USING DIGITAL TWINAugust 2024February 2025Allow610NoNo
18818506PROTECTIVE DEVICE FOR WELDING MACHINE INTERLOCKING, DESIGN METHOD AND SHIELDAugust 2024January 2025Allow510NoNo
18790196RESIDUAL LIMIT DETERMINATION FOR A CLEANING AGENT CORRESPONDING TO A VALIDATION OF AN EQUIPMENT CLEANING PROCESSJuly 2024October 2024Allow200YesNo
18781636STATE SWITCHING DEVICE, MOVING OBJECT, AND MANUFACTURING METHOD OF MOVING OBJECTJuly 2024May 2025Allow1011NoNo
18768169SYSTEM AND METHOD FOR MEDICAL PROCEDURE ROOM SET-UP OPTIMIZATIONJuly 2024May 2025Allow1010NoNo
18766229CONTROL METHOD AND SYSTEM FOR WATER AND FERTILIZER UNDER DRIP IRRIGATIONJuly 2024September 2024Allow200NoNo
18759551DROUGHT ADJUSTMENT TECHNIQUES AND APPARATUSES FOR IRRIGATION CONTROLLERSJune 2024May 2025Allow1110NoNo
18754956SYSTEM AND METHOD FOR MEASURING CHARACTERISTICS OF CUTTINGS FROM DRILLING OPERATIONS WITH COMPUTER VISIONJune 2024February 2025Allow800NoNo
18724408MACHINING TIME PREDICTION DEVICE AND MACHINING TIME PREDICTION METHODJune 2024February 2025Allow700NoNo
18751671ADAPTERS FOR COMMUNICATION BETWEEN POWER TOOLSJune 2024June 2025Allow1110NoNo
18750684DENTAL DEVICE MANUFACTURING SYSTEM AND METHODJune 2024June 2025Allow1210YesNo
18742378MANUFACTURING SYSTEM FOR MONITORING AND/OR CONTROLLING ONE OR MORE CHEMICAL PLANT(S)June 2024February 2025Allow910YesNo
18732128INDUSTRIAL PROCESS CONTROL USING UNSTRUCTURED DATAJune 2024June 2025Allow1220YesNo
18677961POINT LAYOUT OPTIMIZATION METHOD FOR FOLLOW-UP SUPPORT HEAD IN MIRROR MILLING AND FOLLOW-UP SUPPORT HEADMay 2024August 2024Allow200NoNo
18672276Determining Appropriate Sequences of Actions to Take Upon Operating States of Industrial PlantsMay 2024May 2025Allow1110YesNo
18672511Communication Protocol For Distributed Energy ManagementMay 2024March 2025Allow900NoNo
18710682SYSTEM AND METHOD OF MONITORING A CYCLICALLY OPERATING MANUFACTURING DEVICEMay 2024March 2025Allow1010YesNo
18660277CLOUD AND EDGE INTEGRATED METHOD AND SYSTEM FOR IDENTIFYING PARAMETERS OF SERVO MOTORMay 2024July 2024Allow200NoNo
18658724REMOTE CONTROL OF FLUID-HANDLING DEVICESMay 2024January 2025Allow810YesNo
18654133DETECTION OF FEEDBACK CONTROL INSTABILITY IN COMPUTING DEVICE THERMAL CONTROLMay 2024April 2025Allow1100NoNo
18651524ASSEMBLY SEQUENCE GENERATIONApril 2024May 2025Allow1210NoNo
18650125FULLY DISTRIBUTED ISLAND MICRO-GRID ATTACK ELASTICITY CONTROL SYSTEM AND METHODApril 2024September 2024Allow410NoNo
18650052METHOD FOR SMART GAS DATA STORAGE, INTERNET OF THINGS SYSTEM, AND STORAGE MEDIUMApril 2024April 2025Allow1210NoNo
18648438LARGE-SCALE DYNAMIC DOUBLE-EFFECT SCHEDULING METHOD FOR FLEXIBLE JOB SHOP BASED ON GENETIC PROGRAMMINGApril 2024July 2024Allow300YesNo
18637957SYSTEMS AND METHODS OF DYNAMIC ADAPTIVE FAST CHARGING IN BATTERIES TO REDUCE LITHIUM PLATINGApril 2024October 2024Allow610YesNo
18632428MULTI-PORT MAGNETIC NETWORK ENERGY ROUTER, CONTROL METHOD AND DEVICEApril 2024September 2024Allow510NoNo
18629532DYNAMIC MONITORING AND SECURING OF FACTORY PROCESSES, EQUIPMENT AND AUTOMATED SYSTEMSApril 2024February 2025Allow1110NoNo
18619443CONTROLLER AND METHOD USING MACHINE LEARNING TO OPTIMIZE OPERATIONS OF A PROCESSING CHAIN OF A FOOD FACTORYMarch 2024June 2025Allow1510NoNo
18620605CONTINUOUS ENERGY EVENT DETECTION AND RESPONSE FRAMEWORKMarch 2024September 2024Allow610YesNo
18695083Motion Control Method and ApparatusMarch 2024February 2025Allow1020YesNo
18614105CONTAINER REGISTRY AND SUBSCRIPTION SERVICE FOR INDUSTRIAL SYSTEMSMarch 2024June 2025Allow1500NoNo
18604864SYSTEM AND METHOD FOR AUTOMATIC DEPTH POSITIONING OF WIRE CONVEYED OPERATIONSMarch 2024May 2024Allow200YesNo
18605523METHOD AND APPARATUS FOR PRECISE CONTROL OF POSITION OF SERVO MOTOR BASED ON SPACE-TIME TWO-DIMENSIONAL OPTIMIZATIONMarch 2024October 2024Allow710YesNo
18604235USER INTERFACE FOR A SENSOR-BASED INTERFACE DEVICE FOR INTERRUPTING AN IRRIGATION CONTROLLERMarch 2024March 2025Allow1210YesNo
18603601Method of Controlling a Motorized Window TreatmentMarch 2024May 2025Allow1410NoNo
18598867METHOD FOR MANUFACTURING DENTAL IMPLANT COMPONENTSMarch 2024August 2024Allow510YesNo
18594920INTELLIGENT POWER MANAGEMENT SYSTEMMarch 2024January 2025Allow1120YesNo
18583904FIVE-AXIS LINKAGE SYNCHRONOUS TOOL PATH INTERPOLATION METHOD AND SYSTEMFebruary 2024April 2024Allow200NoNo
18582840System and a Method for Asset Monitoring in an Industrial PlantFebruary 2024January 2025Allow1110NoNo
18440372SYSTEMS AND METHODS FOR SAFETY-ENABLED CONTROLFebruary 2024December 2024Allow1010NoNo
18440875TIME SERIES BASED MACHINE LEARNING FRAMEWORK FOR HARDWARE EQUIPMENT AND ITS IMPLEMENTATIONS WITH TRANSFORMERS AND ON OPTICAL PROGRAMMING PROCESSORSFebruary 2024August 2024Allow710NoNo
18438334AUTO-DETECTION OF DEVICES ON A MULTI-WIRE IRRIGATION CONTROL SYSTEM AND AUTO-ASSIGNMENT OF RECEIVERS TO IRRIGATION ZONESFebruary 2024April 2025Allow1410YesNo
18437483DETERMINING CAUSAL MODELS FOR CONTROLLING ENVIRONMENTSFebruary 2024June 2025Allow1620YesNo
18430606METHOD AND SYSTEM FOR FORMULATING AN ENERGY-SAVING STRATEGY FOR SEMI-AUTOMATIC PRODUCTION LINE BASED ON MODEL PREDICTIVE CONTROLFebruary 2024September 2024Allow810NoNo
18424289METHOD FOR MANUFACTURING DENTAL IMPLANT COMPONENTSJanuary 2024November 2024Allow1010YesNo
18418506SUBSTRATE TREATMENT APPARATUS AND TRANSFER SCHEDULE CREATION METHODJanuary 2024January 2025Allow1210NoNo
18407634INDUSTRIAL INTERNET OF THINGS SYSTEM, CONTROL METHOD, AND STORAGE MEDIUM FOR MONITORING SHEET WORKPIECE PRODUCTIONJanuary 2024September 2024Allow800YesNo
18408452SYSTEM FOR MODELING PATIENT SPINAL CHANGESJanuary 2024November 2024Allow1010YesNo
18406874SYSTEMS AND METHODS FOR DETERMINING A SITE CONTROL ARCHITECTURE FOR CONTROLLING INVERTERS IN MICROGRID-BASED SITEJanuary 2024January 2025Allow1220YesNo
18406740VISIBLE LIGHT SENSOR CONFIGURED FOR GLARE DETECTION AND CONTROLLING MOTORIZED WINDOW TREATMENTSJanuary 2024February 2025Allow1310YesNo
18404301METHOD AND APPARATUS FOR OPTIMIZING OPERATION SIMULATION OF DATA CENTERJanuary 2024January 2025Allow1210YesNo
18394586RATIOMETRIC SYSTEM FOR AUTONOMOUS LUBRICATION OF PRODUCTION EQUIPMENTDecember 2023March 2025Allow1520YesNo
18395428SOFT SMART RING AND METHOD OF MANUFACTUREDecember 2023December 2024Allow1210NoNo
18391312DASHBOARD FOR TRACKING HEALTHY BUILDING PERFORMANCEDecember 2023May 2025Allow1700YesNo
18543908DATA DRIVEN DIGITAL TWINS FOR INDUSTRIAL AUTOMATION DEVICE OPERATION ENHANCEMENTDecember 2023April 2025Allow1610NoNo
18542187THERMOSTAT DEVICE WITH IMPROVED ENERGY OPTIMIZATIONDecember 2023June 2025Allow1810YesNo
18539705WIRELESS VALVE CONTROLDecember 2023December 2024Allow1210NoNo
18569969A METHOD FOR TRANSFORMING PRODUCTION FLOW DATA TO HUMAN MACHINE INTERFACE DATA, AND A SYSTEMDecember 2023October 2024Allow1010YesNo
18533623SYSTEMS AND METHODS FOR PRODUCT RECOMMENDATION USING PREDICTIVE MODELINGDecember 2023November 2024Allow1210YesNo
18531817SYSTEMS AND METHODS FOR PROVIDING POWER CONSUMPTION PREDICTIONS FOR SELECTED APPLICATIONS WITHIN NETWORK ARRANGEMENTS FEATURING DEVICES WITH NON-HOMOGENEOUS OR UNKNOWN SPECIFICATIONSDecember 2023November 2024Allow1210NoNo
18523608Process Monitoring and Feedback for Metal Additive Manufacturing using Powder-Bed FusionNovember 2023December 2024Allow1310NoNo
18523122INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND SYSTEMNovember 2023February 2025Allow1410NoNo
18518588SYSTEM OF INDUSTRIAL INTERNET OF THINGS (IoT) FOR OPERATION MANAGEMENT OF AUTOMATED GUIDED VEHICLE (AGV), METHOD, AND MEDIUM THEREOFNovember 2023October 2024Allow1110NoNo
18513972METHOD TO GENERATE AND APPLY LAWN CONSUMABLES FOR ENHANCED GROWTHNovember 2023March 2025Allow1511YesNo
18513172AUTO-ASSIGNMENT OF DEVICES OF A MULTI-WIRE IRRIGATION CONTROL SYSTEM TO IRRIGATION ZONESNovember 2023June 2024Allow700NoNo
18509714Method and Apparatus for Maintaining a Surface Speed of a Circular Cutting DeviceNovember 2023March 2025Allow1620NoNo
18508177MACHINE AND DEEP LEARNING METHODS FOR SPECTRA-BASED METROLOGY AND PROCESS CONTROLNovember 2023January 2025Allow1510NoNo
18388845INTERNET OF THINGS (IOT)-BASED MICROWELL SOLUTION FOR IRRIGATIONNovember 2023September 2024Allow1010NoNo
18504993Irrigation Controller and SystemNovember 2023December 2024Abandon1310NoNo
18498590INFORMATION PROCESSING APPARATUS FOR PERFORMING THERMAL CONTROL BASED ON A SPECIFIC COMBINATION OF KEYS BASED ON ACCEPTED OPERATION SIGNALOctober 2023May 2025Allow1810NoNo
18496355PIEZO POSITION CONTROL FLOW RATIO CONTROLOctober 2023May 2025Allow1810YesNo
18496196SYSTEM AND METHOD FOR CONTROLLING AIR FLOW IN AIR HANDLING UNITOctober 2023July 2024Allow900YesNo
18557333MATERIAL SCHEDULING METHOD AND DEVICE OF SEMICONDUCTOR PROCESSING EQUIPMENTOctober 2023September 2024Allow1100YesNo
18491775MATERIAL HARDNESS COMPENSATION IN AN AUTOMATED MILLING SYSTEMOctober 2023February 2024Allow410NoNo
18486405COMPUTER SYSTEM AND METHOD FOR ASSISTED SETUP OF INSTRUMENTED MACHINE TOOL TABLESOctober 2023June 2024Allow820YesNo
18485326INDUSTRIAL INTERNET OF THINGS, CONTROL METHOD, AND MEDIUM FOR AUTOMATICALLY CONTROLLING WORKING PARAMETERS OF MANUFACTURING DEVICEOctober 2023June 2024Allow800NoNo
18482763Wireless Remote Indoor Sensor for Home AutomationOctober 2023April 2025Allow1910YesNo
18481697Method and Apparatus for Actively Managing Electric Power Supply for an Electric Power GridOctober 2023August 2024Allow1110NoNo
18375926SYSTEMS AND METHODS FOR CONTROLLING CENTER PIVOT IRRIGATION SYSTEMSOctober 2023August 2024Allow1010NoNo
18375873BUILDING MANAGEMENT SYSTEM WITH ARTIFICIAL INTELLIGENCE FOR UNIFIED AGENT BASED CONTROL OF BUILDING SUBSYSTEMSOctober 2023May 2024Allow810NoNo
18375871BUILDING SYSTEM WITH DIGITAL TWIN BASED AGENT PROCESSINGOctober 2023December 2024Allow1510YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2116.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
124
Examiner Affirmed
97
(78.2%)
Examiner Reversed
27
(21.8%)
Reversal Percentile
7.4%
Lower than average

What This Means

With a 21.8% 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
478
Allowed After Appeal Filing
151
(31.6%)
Not Allowed After Appeal Filing
327
(68.4%)
Filing Benefit Percentile
43.5%
Lower 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, 31.6% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Art Unit 2116 - Prosecution Statistics Summary

Executive Summary

Art Unit 2116 is part of Group 2110 in Technology Center 2100. This art unit has examined 11,643 patent applications in our dataset, with an overall allowance rate of 82.3%. Applications typically reach final disposition in approximately 32 months.

Comparative Analysis

Art Unit 2116's allowance rate of 82.3% places it in the 69% percentile among all USPTO art units. This art unit has an above-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2116 receive an average of 1.76 office actions before reaching final disposition (in the 43% percentile). The median prosecution time is 32 months (in the 33% percentile).

Strategic Considerations

When prosecuting applications in this art unit, consider the following:

  • The art unit's allowance rate suggests a more favorable examination environment compared to the USPTO average.
  • With fewer office actions than average, plan for relatively streamlined prosecution.
  • The median prosecution time is longer than average and should be factored into your continuation and client communication strategies.
  • Review individual examiner statistics within this art unit to identify examiners with particularly favorable or challenging prosecution patterns.

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.