Last updated: July 17, 2026

Application No. 18/184,898

SYSTEMS, APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR MACHINE LEARNING BASED CLASSIFICATION OF OPERATIONS DATA REPRESENTING OPERATIONS OF A PLANT

Non-Final OA

Filed

Mar 16, 2023

Priority

Jan 30, 2023 — IN 202311005914

Examiner

MAUST, TROY A

Art Unit

2189

Tech Center

2100 — Computer Architecture & Software

Assignee

Honeywell International Inc.

OA Round

1 (Non-Final)

Interview Optional

— +12.8% interview lift. Interview lift (+12.8%) is below the 15.0% threshold. A written response is recommended.

Based on 106 resolved cases, 2023–2026

Examiner Intelligence

MAUST, TROY A View full profile →

Grants 76% — above average

Career Allowance Rate

80 granted / 106 resolved

+20.5% vs TC avg

Moderate +13% lift

Without

With

+12.8%

Interview Lift

resolved cases with interview

Typical timeline

3y 4m

Avg Prosecution

7 currently pending

Career history

118

Total Applications

across all art units

Statute-Specific Performance

§101

13.7%

-26.3% vs TC avg

§103

77.0%

+37.0% vs TC avg

§102

3.1%

-36.9% vs TC avg

§112

6.3%

-33.7% vs TC avg

Black line = Tech Center average estimate • Based on career data from 106 resolved cases

Prosecution Timeline

Mar 16, 2023

Application Filed

Apr 09, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/592,734

Patent 12657356

PREDICTING TORQUE AND DRAG BUCKLING BEHAVIOR OF A DRILL STRING AND CASING

2y 3m to grant Granted Jun 16, 2026

17/800,892

Patent 12626031

CLUSTERING METHOD

3y 8m to grant Granted May 12, 2026

17/848,457

Patent 12624615

METHOD OF SIMULATING FLUID FLOWS IN AN UNDERGROUND FORMATION COMPRISING A FRACTURE NETWORK

3y 10m to grant Granted May 12, 2026

17/925,079

Patent 12619806

AN OPTIMIZATION SYSTEM

3y 5m to grant Granted May 05, 2026

17/228,260

Patent 12596855

SYSTEM AND METHOD FOR ACCELERATING PHYSICAL SIMULATION MODELS DURING MICROELECTRONIC DEVICE FABRICATION

4y 12m to grant Granted Apr 07, 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.

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Prosecution Projections

1-2

Expected OA Rounds

76%

Grant Probability

88%

With Interview (+12.8%)

3y 4m (~0m remaining)

Median Time to Grant

Low

PTA Risk

Based on 106 resolved cases by this examiner. Grant probability derived from career allowance rate.