Prosecution Insights
Last updated: October 25, 2026
Application No. 18/214,053

METHOD AND SYSTEM FOR PULVERIZATION MITIGATION ADDITIVES FOR SILICON DOMINANT ANODES

Final Rejection §103
Filed
Jun 26, 2023
Priority
Feb 09, 2021 — continuation of 11/688,848
Examiner
BUCHANAN, JACOB
Art Unit
1725
Tech Center
1700 — Chemical & Materials Engineering
Assignee
Enevate Corporation
OA Round
2 (Final)
56%
Grant Probability
Moderate
3-4
OA Rounds
2m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 56% of resolved cases
56%
Career Allowance Rate
342 granted / 610 resolved
-8.9% vs TC avg
Strong +45% interview lift
Without
With
+44.7%
Interview Lift
resolved cases with interview
Typical timeline
3y 6m
Avg Prosecution
32 currently pending
Career history
660
Total Applications
across all art units

Statute-Specific Performance

§101
2.3%
-37.7% vs TC avg
§103
56.5%
+16.5% vs TC avg
§102
13.8%
-26.2% vs TC avg
§112
20.9%
-19.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 610 resolved cases

Office Action

§103
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 . This office action addresses pending claims 22-44. Claims 22, 33, and 44 were amended in the response filed 7/17/2026. Terminal Disclaimer The terminal disclaimer filed on 7/17/2026 disclaiming the terminal portion of any patent granted on this application which would extend beyond the expiration date of Patent Number 11,688,848 has been reviewed and is accepted. The terminal disclaimer has been recorded. Claim Rejections - 35 USC § 103 The text of those sections of Title 35, U.S. Code not included in this action can be found in a prior Office action. Claim(s) 22-23, 25, 31-34, 36, and 42-44 is/are rejected under 35 U.S.C. 103 as being unpatentable over Pestana et al. (US 10,673,062) in view of Yi (CN 110690421, see machine translation). Regarding claims 22, 33, and 44, Pestana discloses a battery 100 comprising an anode 101, a cathode 105, and an electrolyte (C2/L44-66). The anode 101 comprises a copper [metal] current collector, and an active material of silicon, carbon, or a combination of these materials (C3/L1-7). The silicon anode further includes conductive additives with different morphological properties, including carbon black, vapor grown carbon fibers, and a mixture of the two (C3/L60-67). With regards to the limitation of the “active material layer comprises islands of material separated by cracks”, consider the following teachings of Pestana: “The performance of electrochemical electrodes, while dependent on many factors, is largely dependent on the robustness of electrical contact between electrode particles, as well as between the current collector and the electrode particles. The electrical conductivity of silicon anode electrodes may be manipulated by incorporating conductive additives with different morphological properties…” (C3/L57-63); “…Silicon regions may lose electrical contact from the anode as large volume changes coupled with its low electrical conductivity separate the silicon from surrounding materials in the anode” (C4/L29-32); “In addition, the large silicon volume changes exacerbate solid electrolyte interphase (SEI) formation, which can further lead to electrical isolation and, thus, capacity loss. Expansion and shrinkage of silicon particles upon charge-discharge cycling causes pulverization of silicon particles, which increases their specific surface area. As the silicon surface area changes and increases during cycling, SEI repeatedly breaks apart and reforms. The SEI thus continually builds up around the pulverizing silicon regions during cycling into a thick electronic and ionic insulating layer. This accumulating SEI increases the impedance of the electrode and reduces the electrode electrochemical reactivity, which is detrimental to cycle life” (C4/L33-45); and, “In an example scenario, the anode active material 205 before pyrolysis comprises silicon particles in a binder material and a solvent, where the active material is pyrolyzed to turn the binder into a carbon that provides a structural framework around the silicon particles and also provides carbon for electrical conductivity. The active material may be coupled to the current collector 201 using the adhesive 203…” (C4/L65-C5/L5). This disclosure has been construed as rendering obvious 1) islands of material (i.e. silicon) separated by cracks due to the expansion, shrinkage and pulverization of silicon particles, which increased the surface area and 2) conductive particles extending from within the islands and bridge the cracks of the active material layer. Therefore, Pestana either inherently meets the limitations, or it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to modify the silicon anode of Pestana to comprise islands of material separated by cracks wherein at least a portion of the additives extend form within the islands and bridge the cracks of the active material by repeated charging and discharging of the battery because such charge-discharge cycling causes pulverization [cracking/island forming] of silicon particles (Pestana at C4/L33-45). While Pestana discloses using conductive additives of different morphological properties (including carbon black and vapor grown carbon fibers) (C3/L60-67), Pestana does not explicitly disclose wherein one or more parameters and/or characteristics of the conductive additives enable at least a portion of the conductive material to form a structure providing electrical conductivity between a first island a second island, or between at least one island and the metal current collector, the one or more parameters and/or characteristics comprising one or more of size, strain-absorbing structures, and length in at least one dimension. Yi discloses a silicon-based negative electrode slurry for a lithium ion battery and a preparation method thereof (abstract). Yi discloses that by selecting conductive agents of different dimensions for the negative electrode slurry: a good conductive network is constructed, the conductivity of the electrode sheet can be improved, the contact deterioration caused by the expansion process of silicon particles can also be effectively improved, the problems of lattice volume expansion, silicon particle pulverization, poor contact between silicon particles and conductive agents and binders, repeated growth of SEI films on the surface of silicon particles, consumption of electrolyte and the like after charging and discharging of the silicon material can be solved and the first efficiency, rate discharge and cycle performance of the battery can be improved (abstract, [0007]). The conductive agents include a conductive paste including zero-dimensional conductive agents, one-dimensional conductive agents, two-dimensional conductive agents ([0017]). Zero-dimensional conductive agents includes conductive carbon black, acetylene carbon black, and superconducting carbon black; one-dimensional conductive agents includes carbon nanotubes and carbon fibers; and two-dimensional conductive agent is graphene ([0026]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to combine the conductive agents of different dimensions (including zero-, one-, and two- dimensional conductive agents) as taught by Yi with the conductive agents of Pestana for the purpose of constructing a good conductive network in the anode electrode, improving conductivity, improving contact deterioration, reducing problems of lattice volume expansion and silicon particle pulverization. With regards to the limitations of “one or more parameters and/or characteristics…enable at least a portion of the conductive material to form a structure” and “the one or more parameters and/or characteristics comprising one or more of size, strain-absorbing structures, and length in at least one dimension”, it is noted that Yi teaches that “by selecting conductive agents with different dimensions [including conductive agents having length], a good conductive network can be constructed” which improves electrical conductivity and contact resistance (abstract, [0007]). Yi teaches using zero-, one-, and two-dimensional conductive agents ([0020]-[0022]), and the one- and two-dimensional conductive agents have a length. Therefore, Yi teaches selecting conductive agents based upon their dimensions [a parameter and/or characteristic], and these are sizes and/or lengths in at least one dimension of the conductive additives which enable a conductive material to form a structure providing electrical conductivity [conductive network]. In addition, it is further noted that the instant specification states that carbon nanotubes have the strain-absorbing capability based upon their structure (see paragraph [0049]). As Yi teaches using carbon nanotubes ([0026]), the combination also renders obvious the limitation of a parameter/characteristic of strain-absorbing structures. Regarding claims 23 and 34, modified Pestana discloses all of the claim limitations as set forth above. Yi further teaches conductive agents in an amount of 3-15 parts ([0011]). In addition, as the electrical conductivity increases while the energy storage amount decreases with increasing conductive agents per volume/mass, the relative amount of conductive agents would have been considered a result effective variable. Yi further teaches that the amount of carbon black affects point contact while the amount of carbon nanotubes affect the long-range linkages ([0044]-[0045]). As such, it would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to optimize, by routine experimentation, the amount of conductive additives (including in amount between 1-40% of the active material layer) in the electrode of Pestana to obtain the desired balance between conductivity and energy storage amount. Regarding claims 25 and 36, modified Pestana discloses all of the claim limitations as set forth above. Yi further teaches conductive agents including carbon nanotubes and/or graphene ([0026]). Regarding claims 31 and 42, modified Pestana discloses all of the claim limitations as set forth above. With regards to the limitation of “wherein the cracks form after one or more formation processes and/or one or more lithiation/delithiation cycles of a battery incorporating the electrode”, said limitation has been considered and construed as a product by process limitation wherein the product produced is an active material comprising cracks. Regardless, given that Pestana teaches that the battery undergoes charge-discharge cycles and this cycling causes pulverization of the silicon particles in the anode and causes silicon regions to lose electrical contact from the anode (C4/L29-40), the combination renders obvious cracks forming after one or more formation processes and/or one or more lithiation/delithiation cycles of a battery incorporating the electrode. Regarding claims 32 and 43, modified Pestana discloses all of the claim limitations as set forth above. Given that Pestana teaches that the battery undergoes charge-discharge cycles and this cycling causes pulverization of the silicon particles in the anode and causes silicon regions to lose electrical contact from the anode (C4/L29-40), wherein adjacent silicon particles/regions are separated because of the pulverization, the combination renders obvious islands adjacent to particular crack have mirror image surfaces facing the particular crack. Claim(s) 24, 29, 35, and 40 is/are rejected under 35 U.S.C. 103 as being unpatentable over Pestana et al. (US 10,673,062) in view of Yi (CN 110690421, see machine translation), as applied to claims 22 or 33 above, and further in view of Kim (WO 2020/050661, see English language equivalent US 2021/0328225). Regarding claims 24 and 35, modified Pestana discloses all of the claim limitations as set forth above. While Pestana teaches that the silicon anodes may be formed from silicon composites with more than 50% silicon, modified Pestana does not explicitly disclose wherein the active material layer comprises between 20% to 95% silicon. Kim discloses a negative electrode that includes silicon particles (abstract). The silicon particles may be pure silicon ([0027]), and the negative electrode active material may be included in an amount of 60-80 wt% ([0032]). Kim teaches that the amount leads to the energy density of the negative electrode being formed at a high level while maintaining amounts of conductive agent and binder at a desired level ([0032]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to use [pure] silicon in the negative electrode in the amount of 60-80wt% as taught by Kim with the amount of silicon in modified Pestana tor the purpose of leading to the energy density of the negative electrode being formed at a high level while maintaining amounts of conductive agent and binder at a desired level. Regarding claims 29 and 40, modified Pestana discloses all of the claim limitations as set forth above. While Yi teaches the conductive additives including carbon nanotubes ([0026]), modified Pestana does not explicitly disclose the conductive additives comprise one or more semiconductors. Kim discloses a negative electrode that includes silicon particles (abstract). The negative electrode further includes carbon nanotubes, and the carbon nanotube unit may exhibit characteristics of a conductor or semiconductor depending on a structure and angle at which the graphite sheet is rolled ([0039]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to use a carbon nanotubes with a semiconductor structure as taught by Kim with the conductive additives of modified Pestana for the purpose of adjusting the electrical conductivity and properties of the anode. Claim(s) 26-28 and 37-39 is/are rejected under 35 U.S.C. 103 as being unpatentable over Pestana et al. (US 10,673,062) in view of Yi (CN 110690421, see machine translation), as applied to claims 22 or 33 above, and further in view of Park et al. (US 2016/0315318). Regarding claims 26-28 and 37-39, modified Pestana discloses all of the claim limitations as set forth above. While Pestana discloses conductive additives (C34/L60-67), modified Pestana does not explicitly disclose (claims 26 & 37) wherein the conductive additives comprise metal, (claims 27 & 38) wherein the conductive additive comprises one or more of: gallium, indium, copper, aluminum, lead, tin, nickel; (claims 29 & 39) wherein the conductive additives comprises a transition metal. Park discloses a negative electrode active material comprising silicon, and an alloy of copper and aluminum (abstract, [0012]). The alloy can additionally include iron, titanium, and/or zirconium ([0015]-[0017]). Copper, iron, titanium, and zirconium are all transition metals. Park teaches that the alloy makes it possible to implement a battery having a high capacity and excellent initial efficiency, and improve yield of a fabricating process of a negative electrode active material ([0019]-[0020]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to combine the alloy of copper/aluminum and/or iron, titanium, zirconium as taught by Park with the conductive additives of modified Pestana for the purpose of implementing a battery having high capacity, excellent initial efficiency, and improving yield. Claim(s) 30 and 41 is/are rejected under 35 U.S.C. 103 as being unpatentable over Pestana et al. (US 10,673,062) in view of Yi (CN 110690421, see machine translation), as applied to claims 22 or 33 above, and Nakashima et al. (WO 2018/117087, see machine translation). Regarding claims 30 and 41, modified Pestana discloses all of the claim limitations as set forth above. While Yi teaches carbon nanotubes ([0026]), which are long narrow filaments, modified Pestana does not explicitly disclose wherein the long narrow filament [carbon nanotube] also have an aspect ratio of 20 or greater. Nakashima disclose a negative electrode for a lithium ion battery (abstract). The negative electrode comprises a silicon and/or silicon compound as an active material (page 3 of translation). The negative electrode further comprises conductive carbon fillers including carbon fibers, carbon nanofibers and carbon nanotubes (page 4). The aspect ratio of the conductive carbon fillers is preferably 20 to 10,000 (page 5). Nakashima teaches that the carbon fiber, carbon nanofiber, and carbon nanotubes of this aspect ratio are preferably from the viewpoint of absorbing volume expansion during charge/discharge from the viewpoint of conductivity (pages 4-5). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to use a carbon fiber, carbon nanofiber, or carbon nanotube with an aspect ratio greater than 20 in a silicon negative electrode as taught by Nakashima with the silicon negative electrode Pestana for the purpose of absorbing volume expansion during charge/discharge from the viewpoint of conductivity. Response to Arguments Applicant's arguments filed 7/17/2026 have been fully considered but they are not persuasive. Applicant argues that the prior art does not disclose or render obvious the amended limitations in claims 22, 33, and 44 of “wherein one or more parameters and/or characteristics of the conductive additives enable at least a portion of the conductive material to form a structure providing electrical conductivity between a first island and a second island, or between at least one island and the metal current collector, the one or more parameters and/or characteristics comprising one or more of size, strain-absorbing structures, and length in at least one dimension.” (Emphasis in original). This is not considered persuasive. It is noted that Applicant does not explicitly argue the reasons why or how the prior art does not meet or render obvious these limitations. With regards to the limitations of “one or more parameters and/or characteristics…enable at least a portion of the conductive material to form a structure” and “the one or more parameters and/or characteristics comprising one or more of size, strain-absorbing structures, and length in at least one dimension”, it is noted that Yi teaches that “by selecting conductive agents with different dimensions [including conductive agents having length], a good conductive network can be constructed” which improves electrical conductivity and contact resistance (abstract, [0007]). Yi teaches using zero-, one-, and two-dimensional conductive agents ([0020]-[0022]), and the one- and two-dimensional conductive agents have a length. Therefore, Yi teaches selecting conductive agents based upon their dimensions [a parameter and/or characteristic], and these are sizes and/or lengths in at least one dimension of the conductive additives which enable a conductive material to form a structure providing electrical conductivity [conductive network]. In addition, it is further noted that the instant specification states that carbon nanotubes have the strain-absorbing capability based upon their structure (see paragraph [0049]). As Yi teaches using carbon nanotubes ([0026]), the combination also renders obvious the limitation of a parameter/characteristic of strain-absorbing structures. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to JACOB BUCHANAN whose telephone number is (571)270-1186. The examiner can normally be reached M-F 8:00-5:00 PM (ET). 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, Nicole Buie-Hatcher can be reached at 571-270-3879. 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. /JACOB BUCHANAN/ Examiner, Art Unit 1725 /NICOLE M. BUIE-HATCHER/ Supervisory Patent Examiner, Art Unit 1725
Read full office action

Prosecution Timeline

Jun 26, 2023
Application Filed
Aug 24, 2023
Response after Non-Final Action
Mar 18, 2026
Non-Final Rejection mailed — §103
Jul 17, 2026
Response Filed
Oct 09, 2026
Final Rejection mailed — §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
56%
Grant Probability
99%
With Interview (+44.7%)
3y 6m (~2m remaining)
Median Time to Grant
Moderate
PTA Risk
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