Prosecution Insights
Last updated: April 19, 2026
Application No. 17/456,978

Thermally Conductive Thermoplastics for Fused Filament Fabrication

Non-Final OA §103§112
Filed
Nov 30, 2021
Examiner
THROWER, LARRY W
Art Unit
1754
Tech Center
1700 — Chemical & Materials Engineering
Assignee
Eaton Intelligent Power Limited
OA Round
3 (Non-Final)
66%
Grant Probability
Favorable
3-4
OA Rounds
3y 10m
To Grant
78%
With Interview

Examiner Intelligence

Grants 66% — above average
66%
Career Allow Rate
622 granted / 947 resolved
+0.7% vs TC avg
Moderate +12% lift
Without
With
+12.4%
Interview Lift
resolved cases with interview
Typical timeline
3y 10m
Avg Prosecution
69 currently pending
Career history
1016
Total Applications
across all art units

Statute-Specific Performance

§101
0.6%
-39.4% vs TC avg
§103
42.0%
+2.0% vs TC avg
§102
29.4%
-10.6% vs TC avg
§112
25.5%
-14.5% vs TC avg
Black line = Tech Center average estimate • Based on career data from 947 resolved cases

Office Action

§103 §112
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 . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on February 20, 2026 has been entered. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1-5, 7-8 and 10 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claim 1 recites the limitation "the thermally conductive matrix." There is insufficient antecedent basis for this limitation in the claim. Claim Rejections - 35 USC § 103 The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claims 1, 5, 7-8 and 10 are rejected under 35 U.S.C. 103 as being unpatentable over Bougher (US 2020/0248014) in view of Mapkar (US 2016/0090469). Claim 1: Bougher discloses a process of forming an article (abstract). The process includes providing a thermally conductive polymer (¶ 8), wherein the thermally conductive polymer includes a polymer matrix (¶ 8), a thermally conductive filler in the polymer matrix (¶ 8), wherein the thermally conductive matrix is in a form of a filament (¶ 201; fig. 1), and extruding the filament in a fused filament formation process to produce a 3D printed article including the thermally conductive polymer (fig. 1). Bougher is silent as to including spherical nano-alumina. However, Mapkar discloses a process of forming an article including providing a thermally conductive polymer (¶¶ 30-33), wherein the thermally conductive polymer includes a polymer matrix (¶¶ 30-33), a thermally conductive filler in the polymer matrix and spherical nano-alumina (¶ 33; spherical nano additives such as aluminum oxide). As taught by Mapkar, including spherical nano-additives improves the toughness, modulus, strength, and elongation of polymer matrices (¶ 38). It would have been obvious to one having ordinary skill in the art prior to the effective filing date of the application to have included the spherical nano-additive of Mapkar in the polymer of Bougher to increase the toughness, modulus, strength and elongation properties. Claim 5: Bougher discloses the filament being extruded in layers (¶ 5). Claim 7: Mapkar discloses the spherical nano-particles being present in the polymer matrix at a concentration of from about 0.2% to about 5% (¶ 4), which overlaps the claimed range. Where ranges overlap, a prima facie case of obviousness is made out). In re Boesch, 617 F.2d 272, 275 (CCPA 1980). See also In re Peterson, 315 F.3d 1325, 1329 (Fed. Cir. 2003) (a prima facie case of obviousness exists when the ranges of a claimed composition overlap the ranges disclosed in the prior art) and In re Harris, 409 F.3d 1339, 1341 (Fed. Cir. 2005) (same). Claim 8: Bougher discloses the polymer matrix including polyamide (claim 5). Claim 10: Bougher discloses the thermally conductive filler including boron nitride (¶ 11). Claim 2 is rejected under 35 U.S.C. 103 as being unpatentable over Bougher (US 2020/0248014) in view of Mapkar (US 2016/0090469), as applied to claim 1, as evidenced by Liao (“Effect of Porosity and Crystallinity on 3D Printed PLA Properties” Polymers 2019, 11(9), 1487.) Claim 2: Bougher discloses the polymer is polylactic acid (claim 5), which has a cold crystallization temperature of approximately 100C (Liao, p. 10). Claims 3-4 are rejected under 35 U.S.C. 103 as being unpatentable over Bougher (US 2020/0248014) in view of Mapkar (US 2016/0090469, as applied to claim 1 above, further in view of Rodgers et al. (US 2015/0252190). Claim 3: Bougher is silent as to the claimed crystallinity range. However, Rodgers et al. discloses a process of forming an article including providing a polymer (¶ 49), wherein the polymer is in the form of a filament (¶ 55); and extruding the filament in a fused filament formation process to produce a 3D printed article including the polymer (¶ 55), and having a low level of crystallinity (¶¶ 96-98) in order to reduce shrinkage and warping (¶ 64-65). Absent evidence of unexpected results obtained from crystallinity in the claimed range, it would have been obvious to one of ordinary skill in the art at the time the application was filed to have selected a suitably low crystallinity to effectively reduce shrinkage and warping, the crystallinity being a result effective variable routinely optimized by those of skill in the art, and explicitly recognized as such by Rodgers et al. (¶ 96-98). The optimization of a range or other variable within the claims that flows from the “normal desire of scientists or artisans to improve upon what is already generally known” is prima facie obvious. In re Peterson, 315 F.3d 1325, 1330 (Fed. Cir. 2003) (determining where in a disclosed set of percentage ranges the optimum combination of percentages lies is prima facie obvious). The discovery of an optimum value of a variable in a known process is usually obvious. In re Aller, 220 F.2d 454, 456 (C.C.P.A. 1955). See also In re Boesch, 617 F.2d 272, 276 (C.C.P.A. 1980) (“[D]iscovery of an optimum value of a result effective variable in a known process is ordinarily within the skill of the art.”). See also In re Geisler, 116 F.3d 1465, 1470 (Fed. Cir. 1997) (“‘[I]t is not inventive to discover the optimum or workable ranges by routine experimentation.’” (quoting Aller, 220 F.2d at 456)); In re Kulling, 897 F.2d 1147, 1149 (Fed. Cir. 1990) (finding no clear error in Board of Patent Appeals and Interferences’ conclusion that the amount of eluent to be used in a washing sequence was a matter of routine optimization known in the pertinent prior art and therefore obvious). Claim 4: Bougher is silent as to the claimed viscosity and shear rate ranges. However, Rodgers et al. discloses a process of forming an article including providing a polymer (¶ 49), wherein the polymer is in the form of a filament (¶ 55); and extruding the filament in a fused filament formation process to produce a 3D printed article including the polymer (¶ 55), and adjusting viscosities and T/I ratios “to achieve balances between toughness, crystallinity and thermal capabilities” (¶ 139). Absent evidence of unexpected results obtained from viscosities and shear rates in the claimed ranges, it would have been obvious to one of ordinary skill in the art at the time the application was filed to have selected a suitable viscosity and shear rate to effectively achieve balances between toughness, crystallinity and thermal capabilities, the viscosity and shear rate being a result effective variable routinely optimized by those of skill in the art, and explicitly recognized as such by Rodgers et al. (¶ 96-98). The optimization of a range or other variable within the claims that flows from the “normal desire of scientists or artisans to improve upon what is already generally known” is prima facie obvious. In re Peterson, 315 F.3d 1325, 1330 (Fed. Cir. 2003) (determining where in a disclosed set of percentage ranges the optimum combination of percentages lies is prima facie obvious). The discovery of an optimum value of a variable in a known process is usually obvious. In re Aller, 220 F.2d 454, 456 (C.C.P.A. 1955). See also In re Boesch, 617 F.2d 272, 276 (C.C.P.A. 1980) (“[D]iscovery of an optimum value of a result effective variable in a known process is ordinarily within the skill of the art.”). See also In re Geisler, 116 F.3d 1465, 1470 (Fed. Cir. 1997) (“‘[I]t is not inventive to discover the optimum or workable ranges by routine experimentation.’” (quoting Aller, 220 F.2d at 456)); In re Kulling, 897 F.2d 1147, 1149 (Fed. Cir. 1990) (finding no clear error in Board of Patent Appeals and Interferences’ conclusion that the amount of eluent to be used in a washing sequence was a matter of routine optimization known in the pertinent prior art and therefore obvious). Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to LARRY THROWER whose telephone number is (571)270-5517. The examiner can normally be reached 9am-5pm MT 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, Susan Leong can be reached at 571-270-1487. 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. /LARRY W THROWER/ Primary Examiner, Art Unit 1754
Read full office action

Prosecution Timeline

Nov 30, 2021
Application Filed
Feb 08, 2025
Non-Final Rejection — §103, §112
May 13, 2025
Response Filed
Aug 17, 2025
Final Rejection — §103, §112
Feb 20, 2026
Request for Continued Examination
Feb 26, 2026
Response after Non-Final Action
Feb 27, 2026
Non-Final Rejection — §103, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12600082
DISPENSING HEAD FOR CONTINUOUS FIBER REINFORCED FUSED FILAMENT TYPE ADDITIVE MANUFACTURING
2y 5m to grant Granted Apr 14, 2026
Patent 12539670
Method and Device for Producing a Three-Dimensional Object in an Optically Reactive Starting Material
2y 5m to grant Granted Feb 03, 2026
Patent 12484588
Partially Transparent Disposable Piping Bag
2y 5m to grant Granted Dec 02, 2025
Patent 12478129
THREE-DIMENSIONAL PRINTING ALONG A CURVED SURFACE
2y 5m to grant Granted Nov 25, 2025
Patent 12427701
VEHICLE TRIM COMPONENT
2y 5m to grant Granted Sep 30, 2025
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

3-4
Expected OA Rounds
66%
Grant Probability
78%
With Interview (+12.4%)
3y 10m
Median Time to Grant
High
PTA Risk
Based on 947 resolved cases by this examiner. Grant probability derived from career allow rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month