Prosecution Insights
Last updated: October 02, 2026
Application No. 19/026,957

THERMAL CONTROL SYSTEM FOR LASER-BASED THREE-DIMENSIONAL POWDER FUSION MANUFACTURING

Non-Final OA §103
Filed
Jan 17, 2025
Examiner
NELSON, JAMEL M
Art Unit
1743
Tech Center
1700 — Chemical & Materials Engineering
Assignee
International Business Machines Corporation
OA Round
1 (Non-Final)
75%
Grant Probability
Favorable
1-2
OA Rounds
10m
Est. Remaining
91%
With Interview

Examiner Intelligence

Grants 75% — above average
75%
Career Allowance Rate
306 granted / 409 resolved
+9.8% vs TC avg
Strong +16% interview lift
Without
With
+15.9%
Interview Lift
resolved cases with interview
Typical timeline
2y 7m
Avg Prosecution
29 currently pending
Career history
438
Total Applications
across all art units

Statute-Specific Performance

§101
1.0%
-39.0% vs TC avg
§103
53.0%
+13.0% vs TC avg
§102
14.4%
-25.6% vs TC avg
§112
26.0%
-14.0% vs TC avg
Black line = Tech Center average estimate • Based on career data from 409 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 . Election/Restrictions Applicant’s election without traverse of claims 9-20 in the reply filed on 06/03/2026 is acknowledged. Claims 1-8 are withdrawn from further consideration pursuant to 37 CFR 1.142(b) as being drawn to a nonelected method, there being no allowable generic or linking claim. Election was made without traverse in the reply filed on 06/03/2026. Claim Rejections - 35 USC § 103 This application currently names joint inventors. In considering patentability of the claims the examiner presumes that the subject matter of the various claims was commonly owned as of the effective filing date of the claimed invention(s) absent any evidence to the contrary. Applicant is advised of the obligation under 37 CFR 1.56 to point out the inventor and effective filing dates of each claim that was not commonly owned as of the effective filing date of the later invention in order for the examiner to consider the applicability of 35 U.S.C. 102(b)(2)(C) for any potential 35 U.S.C. 102(a)(2) prior art against the later invention. 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. The factual inquiries set forth in Graham v. John Deere Co., 383 U.S. 1, 148 USPQ 459 (1966), that are applied for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claims 9, 12-15, and 18-20 are rejected under 35 U.S.C. 103 as being unpatentable over Duanmu (US 2021/0387264 A1). Regarding claim 9, in an embodiment, Duanmu teaches a system 1H (a system for thermal control of laser-based three dimensional (3D) powder fusion manufacturing) comprising a print chamber system including a print plate 2H, heater cartridges 3H inside the print plate, a print wall or side wall 8H contains a heater cartridge 9H, wherein a printed part 13H is formed on the print plate from powder 14H spread on the print plate (an enclosure defining a powder bed) (Fig 1H and ¶0064-0066). Thermal conditions can be maintained in the system 1H at least in part using conductive heat 15H from the heater cartridge in print plate and/or conductive heat 16H from heater cartridge in print wall (a secondary heating system) (Fig 1H and ¶0064-0066). Laser energy 17H can be proportional to print tile fill fraction (2×2 mm-10×10 mm) (an optical system to emit a laser beam toward the powder bed) (Fig 1H and ¶0061,0064-0066). Duanmu teaches that part geometry and printing thermal load history 202 are fed as input parameters (¶0070). Duanmu teaches a system further comprising a feedforward controller 204 that uses part geometry and print thermal load history to proactively generate control signals and wherein laser energy 214 is applied to the powder layer 216 to melt the powder and facilitate the solidification process (controller configured to control the optical system to direct the laser beam into the powder bed for fabricating a 3D object by powder bed fusion; controller configured to control to analyze historical data and powder specifications relating to the 3D object and the powder in the powder bed) (Fig 2 and ¶0070). While Duanmu teaches a system comprising a controller, Duanmu does not specify a controller configured to control the secondary heating system to dynamically adjust temperatures of powder surrounding the 3D object in the powder bed in accordance with analysis results to prevent microcrack formation in the 3D object. However, Duanmu further teaches a system comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Isothermal manufacturing conditions can reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part (Fig 3 and ¶0071). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu such that the feedforward controller is a controller configured to control the secondary heating system to dynamically adjust temperatures of powder surrounding the 3D object in the powder bed in accordance with analysis results to prevent microcrack formation in the 3D object with a reasonable expectation of success in order to reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part by a system comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Regarding claim 15, in an embodiment, Duanmu teaches a system 1H (a system for thermal control of laser-based three dimensional (3D) powder fusion manufacturing) comprising a print chamber system including a print plate 2H, heater cartridges 3H inside the print plate, a print wall or side wall 8H contains a heater cartridge 9H, wherein a printed part 13H is formed on the print plate from powder 14H spread on the print plate (an enclosure defining a powder bed) (Fig 1H and ¶0064-0066). Thermal conditions can be maintained in the system 1H at least in part using conductive heat 15H from the heater cartridge in print plate and/or conductive heat 16H from heater cartridge in print wall. Laser energy 17H can be proportional to print tile fill fraction (2×2 mm-10×10 mm) (an optical system to emit a laser beam toward the powder bed) (Fig 1H and ¶0061,0064-0066). Duanmu teaches a system further comprising an additional laser source 18H (a secondary optical system to emit a secondary laser beam toward the powder bed) (Fig 1H and ¶0064-0066), wherein beam 19H is emitted, and wherein turning mirror 31H is used for directing light into the build chamber, or otherwise controlling where the laser light goes (Fig 2 and ¶0070). A laser beam 32H can reflect off of scanning mirror and be focused to a sub-portion of the print bed for thermal management of print bed (Fig 2 and ¶0070). Alternatively, a laser beam 33H reflecting off a fixed mirror can be focused to the full print bed area (or a substantial fraction of it) (Fig 2 and ¶0070). Duanmu teaches that part geometry and printing thermal load history 202 are fed as input parameters (¶0070). Duanmu teaches a system further comprising a feedforward controller 204 that uses part geometry and print thermal load history to proactively generate control signals and wherein laser energy 214 is applied to the powder layer 216 to melt the powder and facilitate the solidification process (controller configured to control the optical system to direct the laser beam into the powder bed for fabricating a 3D object by powder bed fusion; controller configured to control to analyze historical data and powder specifications relating to the 3D object and the powder in the powder bed) (Fig 2 and ¶0070). While Duanmu teaches a system comprising a controller, Duanmu does not specify a controller configured to control the secondary optical system to direct the secondary laser beam into the powder bed to dynamically adjust temperatures of powder surrounding the 3D object in the powder bed in accordance with analysis results to prevent microcrack formation in the 3D object. However, Duanmu teaches a system further comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Isothermal manufacturing conditions can reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part (Fig 3 and ¶0071). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu such that the feedforward controller is a controller configured to control the secondary optical system to direct the secondary laser beam into the powder bed to dynamically adjust temperatures of powder surrounding the 3D object in the powder bed in accordance with analysis results to prevent microcrack formation in the 3D object with a reasonable expectation of success in order to reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part by a system comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Regarding claims 12 and 18, as applied to claims 9 and 15 respectively, while Duanmu teaches a controller configured to control analyzing of the historical data and the powder specifications by the controller, Duanmu does not explicitly teach a controller configured to control analyzing of the historical data and the powder specifications by the controller comprising analyzing a cooling rate of the 3D object by the controller. However, Duanmu further teaches that once the printing process in completed, the heating devices can be used to control the cool down of the part, or a lid/thermal insulation can be closed over the top of the print chamber 2A to maintain uniform cooling rates from all sides (¶0051). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu such that the feedforward controller is a controller configured to control analyzing of the historical data and the powder specifications by the controller comprising analyzing a cooling rate of the 3D object by the controller with a reasonable expectation of success in order to maintain uniform cooling rates from all sides of the completed part (¶0051). Regarding claims 13 and 19, as applied to claims 9 and 15 respectively, Duanmu teaches a system further comprising sensors 6A can be used to calibrate or provide feedback control during manufacture, wherein sensors 6A can include pyrometers, thermal cameras, or visual cameras (sensors to monitor temperatures within the powder bed in real-time prior to, during and following the fabricating of the 3D object) (¶0040,0044). Duanmu does not explicitly teach a controller configured to control the dynamically adjusting of the temperatures of the powder surrounding the 3D object in the powder bed is executed by the controller in accordance with results of the monitoring of the temperatures by the sensors. However, Duanmu teaches a system further comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Isothermal manufacturing conditions can reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part (Fig 3 and ¶0071). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu such that the feedforward controller is a controller configured to control the secondary heating system and the secondary optical system to control the dynamically adjusting of the temperatures of the powder surrounding the 3D object in the powder bed is executed by the controller in accordance with results of the monitoring of the temperatures by the sensors with a reasonable expectation of success in order to reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part by a system comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Regarding claims 14 and 20, as applied to claims 9 and 15 respectively, Duanmu does not explicitly teach a system wherein the dynamically adjusting of the temperatures of the powder surrounding the 3D object in the powder bed is executed by the controller prior to, during and following the fabricating of the 3D object. However, Duanmu teaches a system further comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Isothermal manufacturing conditions can reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part (Fig 3 and ¶0071). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu such that the feedforward controller is a controller configured to control the secondary heating system and the secondary optical system to control the dynamically adjusting of the temperatures of the powder surrounding the 3D object in the powder bed is executed by the controller prior to, during and following the fabricating of the 3D object with a reasonable expectation of success in order to reduce layer to layer variance in average heat load, prevent or reduce spatially dependent thermal warpage in all three dimensions, reduce higher residual stresses, and even prevent cracking of a printed part by a system comprising a combination of thermal load from differing sources being balanced to maintain substantially isothermal conditions for a printed part (Fig 3 and ¶0071). Claims 10 and 16 are rejected under 35 U.S.C. 103 as being unpatentable over Duanmu (US 2021/0387264 A1), as applied to claims 9 and 15 respectively, and in view of Coeck (US 2018/0169948 A1). Regarding claims 10 and 16, as applied to claims 9 and 15 respectively, Duanmu teaches a system wherein feedforward controller 204 uses part geometry to proactively generate control signal (wherein the historical data and the powder specifications relating to the 3D object comprise dimensions of the 3D object) (¶0070). Although Duanmu teaches a system wherein feedforward controller 204 uses print thermal load history to proactively generate control signal (wherein the historical data and the powder specifications relating to the powder in the powder bed) (¶0070), Duanmu does not explicitly specify wherein the historical data and the powder specifications relating to the powder in the powder bed comprise at least one or more of a melting point, a specific heat and a thermal conductivity of the powder in the powder bed. However, reasonably pertinent to the particular problem with which the applicant was concerned (thermal histories in additive manufacturing systems; see MPEP 2141.01(a)), Coeck discloses systems and methods described herein may be used to check part quality based on how long each point in the manufacture part has stayed above the melting temperature (¶0057). If the thermal history associated with a point in the part reveals that it was above the melting point for an insufficient amount of time, it can reveal that the part is likely to have too much porosity; similarly, if the temperature was above the melting point for too long of a time, it can provide an indication that there may be distortions in the part due to excess melting (known technique of historical data and the powder specifications relating to the powder in the powder bed comprise at least one or more of a melting point of the powder in the powder bed) (¶0057). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu by applying the known technique of historical data and the powder specifications relating to the powder in the powder bed comprise at least one or more of a melting point of the powder in the powder bed disclosed in Coeck to the system comprising a controller disclosed in Duanmu with predictable results and resulting in an improved system. MPEP 2143(D). Claims 11 and 17 are rejected under 35 U.S.C. 103 as being unpatentable over Duanmu (US 2021/0387264 A1), as applied to claims 9 and 15 respectively, and in view of Nelson (US 2025/0276380 A1). Regarding claims 11 and 17, as applied to claims 9 and 15 respectively, Duanmu does not explicitly teach a system wherein the analyzing of the historical data and the powder specifications by the controller comprises developing a model for predicting microcrack formation in the 3D object by the controller. However, reasonably pertinent to the particular problem with which the applicant was concerned (predicting material properties of additively manufactured components; see MPEP 2141.01(a)), Nelson discloses that heat sensor or sensors may be configured to capture data over time (e.g., at a first point in time, a second point in time, a third point in time, etc.), and the captured data may be stored and analyzed by a computing device of the additive manufacturing system (¶0027). The captured data may correspond to a portion of the additively-manufactured component and/or the system during some or all of the additive manufacturing process (¶0027). Thus, the captured data from the heat sensor(s) may be used to determine a thermal history of the component (e.g., by comparing the data captured at the first point in time to the data captured at the second point in time) (¶0027). The determined thermal history may be compared to a model, material properties, or the like to determine or predict material properties (e.g., a strength, a hardness, a ductility, a porosity, a microstructure, a cracking behavior, or the like) of the portion of the component (known technique of developing a model for predicting microcrack formation in the 3D object) (¶0027). One of ordinary skill in the art before the effective filing date of the invention would have found it obvious to modify the system disclosed in Duanmu by applying the known technique of developing a model for predicting microcrack formation in the 3D object disclosed in Nelson to the system comprising a controller disclosed in Duanmu with predictable results and resulting in an improved system. MPEP 2143(D). Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure: Fockele (US 2014/0332507 A1) teaches the known technique wherein the sequence of irradiation points can be selected for the irradiation of a respective layer taking into consideration the dimension determined from the geometry description data for the thermal conductivity of the defined, three-dimensional, immediate surrounding regions of the irradiation points (¶0026). Any inquiry concerning this communication or earlier communications from the examiner should be directed to JaMel M Nelson whose telephone number is (571)272-8174. The examiner can normally be reached 9:00 a.m. to 5:00 p.m.. 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, Galen Hauth can be reached on (571) 270-5516. 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. /JAMEL M NELSON/Primary Examiner, Art Unit 1743
Read full office action

Prosecution Timeline

Jan 17, 2025
Application Filed
Aug 11, 2026
Non-Final Rejection mailed — §103 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

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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
75%
Grant Probability
91%
With Interview (+15.9%)
2y 7m (~10m remaining)
Median Time to Grant
Low
PTA Risk
Based on 409 resolved cases by this examiner. Grant probability derived from career allowance rate.

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