Office Action Predictor
Last updated: April 17, 2026
Application No. 18/556,436

GIS PARTIAL DISCHARGE DIAGNOSING METHOD, MODEL TRAINING METHOD, DEVICE AND SYSTEM

Non-Final OA §101
Filed
Oct 20, 2023
Examiner
POPE, DARYL C
Art Unit
2686
Tech Center
2600 — Communications
Assignee
zhuhai electac high technology Co. Ltd.
OA Round
1 (Non-Final)
85%
Grant Probability
Favorable
1-2
OA Rounds
2y 5m
To Grant
92%
With Interview

Examiner Intelligence

Grants 85% — above average
85%
Career Allow Rate
1083 granted / 1269 resolved
+23.3% vs TC avg
Moderate +6% lift
Without
With
+6.4%
Interview Lift
resolved cases with interview
Typical timeline
2y 5m
Avg Prosecution
25 currently pending
Career history
1294
Total Applications
across all art units

Statute-Specific Performance

§101
3.2%
-36.8% vs TC avg
§103
44.0%
+4.0% vs TC avg
§102
23.5%
-16.5% vs TC avg
§112
7.3%
-32.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1269 resolved cases

Office Action

§101
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 § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claims 1-10 are rejected under 35 U.S.C. 101 because the claimed invention is directed to non-statutory subject matter. The claim(s) does/do not fall within at least one of the four categories of patent eligible subject matter because the claims are directed to an abstract idea, in the form of mental processes. This is defined as concepts performed in the human mind, and represent processes that include observations, evaluations, judgments, and opinions. For example, the claims 1-10 recite: the diagnosing method comprising: i) obtaining, by the monitoring host, monitoring data of each sensor module, the monitoring data comprising partial discharge ultra high frequency signals monitored by each sensor module, ii) receiving time information of the partial discharge ultra high frequency signals monitored by each sensor module and sensor network position distribution data of the wireless transmission network iii) inputting, by the monitoring host, the monitoring data into a partial discharge diagnosing model for prediction processing, and determining a predicted partial discharge type iv) the partial discharge diagnosing model is obtained by the following training method: a) obtaining, by the monitoring host, the partial discharge diagnosing model from a training server b) obtaining, by the monitoring host, training data, the training data comprising training feature and data labeling information c) training feature data comprising the partial discharge ultra high frequency signals monitored by each sensor module, d) the receiving time information of the partial discharge ultra high frequency signals monitored by each sensor module and the sensor network position distribution data of the wireless transmission network e) the labeling information comprising a partial discharge type v) inputting, by the monitoring host, the training feature data into the partial discharge diagnosing model for prediction processing, and determining a predicted partial discharge type vi) correcting, by the monitoring host, the partial discharge diagnosing model according to the predicted partial discharge type The claims do not define what constitutes the claimed “monitoring host”. Therefore, the monitoring host could very well be a human being, and the recited functions of the monitoring host(i.e. obtaining monitoring data of the sensor modules, receiving time information, inputting the data into a diagnosing model, correcting the diagnosing model, etc) could all very well be functions performed by the human mind, as mental processes. Theses claimed functions are not distinguishable between functions performed by humans, and mental processes performed on a computer. Although the claims do recite structure such as sensors which monitor GIS partial discharge and a network relay device, the claimed monitoring host is the element in the claim that performs the functions pertaining to diagnosing, predicting, and correcting the collected data from the sensors. The claims do not define structure, or functioning that cannot be performed by a human and mental processes, with regards to the core aspects of the invention. A careful review of the specification fails to establish a definition of “the monitoring host” which would rule out the host as being a human that uses mental process to perform the functions of the claims. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to DARYL C POPE whose telephone number is (571)272-2959. The examiner can normally be reached 9AM - 5PM M-F. 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, Brian Zimmerman can be reached at 571-272-3059. 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. /DARYL C POPE/Primary Examiner, Art Unit 2686
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Prosecution Timeline

Oct 20, 2023
Application Filed
Jan 08, 2026
Non-Final Rejection — §101
Apr 08, 2026
Response Filed

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
85%
Grant Probability
92%
With Interview (+6.4%)
2y 5m
Median Time to Grant
Low
PTA Risk
Based on 1269 resolved cases by this examiner. Grant probability derived from career allow rate.

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