Prosecution Insights
Last updated: October 04, 2026
Application No. 19/234,960

METHOD FOR RISK ANALYSIS AND CONTROL OF PRE-FLOOD ENERGY STORAGE IN A CASCADE HYDRO-WIND-SOLAR COMPLEMENTARY SYSTEM

Non-Final OA §101
Filed
Jun 11, 2025
Priority
Aug 01, 2024 — continuation of PCTCN2024109110
Examiner
KASSIM, HAFIZ A
Art Unit
Tech Center
Assignee
Dalian University of Technology
OA Round
1 (Non-Final)
45%
Grant Probability
Moderate
1-2
OA Rounds
1y 11m
Est. Remaining
98%
With Interview

Examiner Intelligence

Grants 45% of resolved cases
45%
Career Allowance Rate
157 granted / 351 resolved
-15.3% vs TC avg
Strong +54% interview lift
Without
With
+53.8%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
31 currently pending
Career history
377
Total Applications
across all art units

Statute-Specific Performance

§101
41.1%
+1.1% vs TC avg
§103
33.3%
-6.7% vs TC avg
§102
7.5%
-32.5% vs TC avg
§112
14.5%
-25.5% vs TC avg
Black line = Tech Center average estimate • Based on career data from 351 resolved cases

Office Action

§101
DETAILED ACTION This is a non-final, first office action on the merits. Claim 1 is pending. 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. Claim 1 is rejected under 35 U.S.C. 101 because the claimed invention is directed to non-statutory subject matter. Specifically, claim 1 is directed to an abstract idea without additional elements amounting to significantly more than the abstract idea. With respect to Step 2A Prong One of the framework, claim 1 recites an abstract idea. Claim 1 includes “(1) constructing a dry-season drawdown optimization model based on the constraints of cascade pre-flood energy storage, monthly electricity generation control during the dry season, and conventional hydropower operation restrictions; the model is used to obtain the optimal dry-season drawdown plan; the objective function of the dry-season drawdown optimization model is as follows:……. (5.5) for other hydropower plants in the cascade, the steps (5.2) to (5.6) are repeated to pre-calculate flood energy storage values; finally, detailed relationships between cascade energy storage and dry-season power shortage, flood-season water spillage, inadequate year end energy storage, and wind and solar power curtailment are obtained”. The limitations above recite an abstract idea under Step 2A Prong One. More particularly, the elements above recite mental processes-concepts performed in the human mind (including an observation, evaluation, judgment, opinion) and mathematical formulas or equations because the elements describe a process for risk analysis and control of pre-flood energy storage. As a result, claim 1 recites an abstract idea under Step 2A Prong One. With respect to Step 2A Prong Two of the framework, claim 1 does not include additional elements that integrate the abstract idea into a practical application. As a result, claim 1 does not include additional elements that integrate the abstract idea into a practical application under Step 2A Prong Two. With respect to Step 2B of the framework, claim 1 does not include additional elements amounting to significantly more than the abstract idea. As a result, independent claims 1 does not include additional elements that amount to significantly more than the abstract idea under Step 2B. Therefore, the claims are directed to an abstract idea without additional elements amounting to significantly more than the abstract idea. Accordingly, claim 1 is rejected under 35 U.S.C. 101 as being directed to non-statutory subject matter. Allowable Subject Matter Claims 1-20 appear to be allowable if rewritten to overcome the 35 USC § 101 rejection. The prior art references most closely resembling the Applicant’s claimed invention Shen et al. (U.S. Pub. No. 2023/0268742), in view of Zhou et al. (U.S. Pub. No. 2023/0367280), in view of Hu et al. (U.S. Pat. No. 9,811,061), in view of C Chen, H Liu, Y Xiao, F Zhu, L Ding, F Yang et al. (Power generation scheduling for a hydro-wind-solar hybrid system: A systematic survey and prospect) - Energies, 2022 - mdpi.com, and further in view of G Liu, J Zhou, Y Yang, S Ke, L Mo, Y Wang et al. (Risks analysis of discarding water in power generation process of hydropower station) - Ieee …, 2019 - ieeexplore.ieee.org. With respect to the 35 USC 103 rejections, none of the prior art of record, taken individually or in any combination, teach, inter alia, PNG media_image1.png 926 663 media_image1.png Greyscale PNG media_image2.png 925 655 media_image2.png Greyscale PNG media_image3.png 893 662 media_image3.png Greyscale PNG media_image4.png 881 657 media_image4.png Greyscale PNG media_image5.png 926 652 media_image5.png Greyscale PNG media_image6.png 927 659 media_image6.png Greyscale PNG media_image7.png 904 658 media_image7.png Greyscale PNG media_image8.png 890 656 media_image8.png Greyscale PNG media_image9.png 138 657 media_image9.png Greyscale Shen et al. discloses a method for quantifying the flexibility demand and coordinating optimization of a hydro-wind-solar multi-energy complementary system. Zhou et al. discloses an optimal scheduling method for peak regulation of a cascade hydro-photovoltaic complementary power generation system. Hu et al. discloses optimization and management of a serial, non-linear, hydropower generation system on an hourly basis based on economic and trader inputs. C Chen, H Liu, Y Xiao, F Zhu, L Ding, F Yang et al. (Power generation scheduling for a hydro-wind-solar hybrid system: A systematic survey and prospect) - Energies, 2022 - mdpi.com discloses wind and solar power station cluster output, the risks brought … for power generation at the end of the dry season, power … of wind and solar power generation has a seasonal. G Liu, J Zhou, Y Yang, S Ke, L Mo, Y Wang et al. (Risks analysis of discarding water in power generation process of hydropower station) - Ieee …, 2019 - ieeexplore.ieee.org discloses discarding water risks under the control of pre-flood falling … cascade hydropower station as an example, the optimized … integrated risk analysis model of FCOMFI for reservoirs. While the teachings of Shen et al., Zhou et al., Hu et al., Yang et al., and Wang et al. separately address different parts of the claimed invention, these teachings would not be combinable by one of ordinary skill in the art at the time of the invention with a reasonable expectation of success to provide a predictable combination that would render the claimed invention obvious. Thus, the novelty of the claimed invention is in the combination of limitations rather than any single limitation. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to HAFIZ A KASSIM whose telephone number is (571)272-8534. The examiner can normally be reached 9:00 - 5:00 PM. 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, Rutao Wu can be reached at 571-272-6045. 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. /HAFIZ A KASSIM/Primary Examiner, Art Unit 3623 08/24/2026
Read full office action

Prosecution Timeline

Jun 11, 2025
Application Filed
Aug 27, 2026
Non-Final Rejection mailed — §101 (current)

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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
45%
Grant Probability
98%
With Interview (+53.8%)
3y 3m (~1y 11m remaining)
Median Time to Grant
Low
PTA Risk
Based on 351 resolved cases by this examiner. Grant probability derived from career allowance rate.

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