Prosecution Insights
Last updated: July 17, 2026
Application No. 17/815,736

INTEGRATED ADDITIVE MANUFACTURING SYSTEMS

Non-Final OA §103
Filed
Jul 28, 2022
Priority
Mar 15, 2017 — provisional 62/471,675 +4 more
Examiner
MACHNESS, ARIELLA
Art Unit
1743
Tech Center
1700 — Chemical & Materials Engineering
Assignee
Carbon Inc.
OA Round
6 (Non-Final)
61%
Grant Probability
Moderate
6-7
OA Rounds
0m
Est. Remaining
89%
With Interview

Examiner Intelligence

Grants 61% of resolved cases
61%
Career Allowance Rate
99 granted / 163 resolved
-4.3% vs TC avg
Strong +28% interview lift
Without
With
+28.3%
Interview Lift
resolved cases with interview
Typical timeline
2y 11m
Avg Prosecution
35 currently pending
Career history
209
Total Applications
across all art units

Statute-Specific Performance

§101
0.2%
-39.8% vs TC avg
§103
82.8%
+42.8% vs TC avg
§102
4.5%
-35.5% vs TC avg
§112
6.9%
-33.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 163 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 . Response to Amendment In view of the amendment filed 03/24/2026: Claims 1-4, 6-11, 21-26 are pending. Claims 5 and 12-20 are cancelled. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The text of those sections of Title 35, U.S. Code not included in this action can be found in a prior Office action. The factual inquiries 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. 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. Claim(s) 1-4, 6-9, 21, and 23-25 are rejected under 35 U.S.C. 103 as being unpatentable over Costabeber (US20180178452), and further in view of Moussa et al. (US20090283109) and Fan (CN202274760U- Machine translation provided herein). Regarding claim 1, Costabeber teaches an integrated additive manufacturing system (printing unit 1; Figure 4), comprising: (a) at least one resin supply (at least one recharge cartridge 41; Figure 4); (b) a plurality of additive manufacturing machines on which parts may be produced ([0069]; Figure 4), each of said additive manufacturing machines operatively associated with said at least one resin supply ([0073] a recharge cartridge 41 and a vat 42, which are suited to be installed on said stereolithography machine 2 and each one of which is provided with a readable univocal identification code ID); and (d) a database (database 8; Figure 4) operatively associated with each of said plurality of additive manufacturing machines ([0097]), wherein said database is configured to: associate resin data for each part produced on each of carrier plates with a unique identifier of each of a resin cartridge or a vat ([0097] the information concerning the type of material transferred into said vat 42 is preferably but not necessarily read from the RFID tag 71 of the recharge cartridge 41 from which said material is extracted), communicate said resin data to a remote server based on the unique identifier of each of a resin cartridge or a vat read by a RFID transceiver on each of the additive manufacturing machines ([0100]). However, Costabeber fails to teach at least one peripheral machine spaced apart from and operatively associated with each of said additive manufacturing machine and configured to perform operations on said parts produced by the additive manufacturing machine, wherein each of said additive manufacturing machines includes a releasable carrier plate on which a part is produced from said resin supply. In the same field of endeavor pertaining to additive manufacturing, Moussa teaches at least one peripheral machine spaced apart from and operatively associated with an additive manufacturing machine (a curing oven as shown in Figure 3) and configured to perform operations on parts produced by the additive manufacturing machine ([0042] Referring now to FIG. 3, a fully automated process is disclosed. More specifically, a part handling device 56 selectively removes the build pad 54 (and part 26) from the SFF system 52 after the green part has been produced. The part handling device 56 positions the part in mechanical communication with the part retaining device 24 inside the housing 12 of the post-processing system 10; Figure 3), wherein the additive manufacturing machine includes a releasable carrier plate (see build pad 54 in Figure 3) on which the part is produced ([0042] a part handling device 56 selectively removes the build pad 54 (and part 26) from the SFF system 52 after the green part has been produced) from a resin supply ([0003] For example, in stereolithography a tightly focused beam of energy, typically in the ultraviolet radiation band, is scanned across sequential layers of a liquid photopolymer resin to selectively cure resin of each layer to form a multilayered part and [0033] One non-limiting example of alternative material and cleaning fluid include the cleaning of a part comprising a resin that is typically used in the stereolithography process of SFF). The at least one peripheral machine of Moussa can perform post-processing steps such as curing the part to convert a green par to a final model ([0004] The green part produced by SFF often requires post-processing steps such as cleaning the part, curing the part, and/or the removing of support material to convert the green part to a final model). Further, the at least one peripheral machine of Moussa increases post-processing automation and minimizes technician involvement ([0035] the post-processing system 10 of FIG. 3 in which a part handling device is adapted to selectively position the part in the housing 12 and remove the part from the housing, such that no technician involvement is necessary), resulting in a safe and efficient way to clean and/or cure parts produced by additive manufacturing techniques such as stereolithography (Abstract: systems also include additional features to provide safe and efficient cleaning and/or curing of parts produced by SFF). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the integrated additive manufacturing system of Costabeber include the at least one peripheral machine of Moussa, for the benefit of curing the additively manufactured parts to achieve a final part in a safe and automated manner. While Moussa teaches said at least one peripheral machine includes a unique identifier reader (RFID reader device 106; Figure 12) operatively associated with a container of cleaning fluid thereon ([0054] the RFID reader device is adapted to receive information about the cleaning fluid from an RFID tag device 108 associated with the container of cleaning fluid), wherein cleaning fluid data is communicated to the at least one peripheral machine based on the unique identifier of the cleaning fluid container read by the unique identifier reader of the at least one peripheral machine ([0054] Such information includes, but is not limited to, the amount of cleaning fluid in the container, the type of cleaning fluid in the container, the age of the cleaning fluid, and the like. As the cleaning fluid release device, in conjunction with the controller, of the post-processing system is able to determine the amount of cleaning fluid released from the container, the RFID reader device 106 is able to write updated information to the RFID tag device 108 to maintain current information on the RFID tag device), Moussa fails to teach each of said carrier plates having a carrier plate unique identifier operatively associated therewith, wherein said at least one peripheral machine includes a carrier plate unique identifier reader operatively associated thereon that is configured to read said unique identifier of each said carrier plate after said carrier plate is transported from a respective one of said plurality of additive manufacturing machines to said at least one peripheral machine, wherein said database is configured to: associate part configuration data and/or resin data for each part produced on each of said carrier plates with said unique identifier of each of said carrier plates; and communicate said part configuration data and/or said resin data to said at least one peripheral machine based on said unique identifier of respective ones of said carrier plates read by said carrier plate unique identifier reader of said at least one peripheral machine, and wherein said at least one peripheral machine is configured to perform said operations on each part based on said part configuration data and/or said resin data that is associated with said unique identifier of respective ones of said carrier plates read by said carrier plate unique identifier reader of said at least one peripheral machine. In the same field of endeavor pertaining to automatic identification and data capture systems for automating processing steps, Fan teaches a unique identifier on a carrier plate holding a part to be processed in an oven (Abstract: “baking plate is respectively provided with a box bar code, the grill bar and a baking plate bar code” and see baking plate bar code 31 of the baking plate 3 in Figure 1) where part configuration data is associated with the unique identifier of a carrier plate ([0016] firstly reading the product barcode baking product is composed of a bar code reading device, so as to obtain the corresponding to the product code stored in the system database in the product category, material, weight and size information, and according to this to a batch of product are compatible in the same designated area), the reader of the at least one peripheral machine is a carrier plate unique identifier reader that is configured to read said unique identifier of each said carrier plate after said carrier plate is transported from a separate location to the at least one peripheral machine ([0016] after the baking plate placed in the grill, grill into the batch oven box, the bar code reading device reads the box bar code on the baking frame bar code and the box in the upper grill is. and the grill bar and box bar code by the PLC central control system, if the box bar code to be gridiron bar of the oven is compatible, allowing, if box code to be gridiron bar of the oven are not compatible, which means that a grill into oven box, the system error. not allowing the grill into the box. by comparing each level code to realize the product to be baked into oven of stock control function so as to avoid the manual incorrect operation caused by material, size, weight and difference is large and the need to use different roasting technique is not compatible with baking quality problem generated when the product is placed in the same oven) such that the at least one peripheral machine is configured to perform operations on each part based on part configuration data that is associated with the unique identifier of the carrier plate ([0016] In addition, the intelligent environment-friendly industrial oven also comprises automatic informing can be set in function of the product number, the product number according to product size, oven maximum weight can be contained with the product size, calculated by weight, so as to avoid overload and cause the variation of product quality. [0017], when all the products into the oven, the PLC central control system will automatically select the proper process flow is processed according to the type and amount of the placed product, comprising the optimum baking temperature, time, and the like. content of different products are different). The oven of Fan automatically processes the parts, manages technical parameter optimization, and avoids human error while ensuring product quality (Abstract: “The intelligent environment-friendly industrial oven, it can automatically process the goods management, technical parameter optimization, air quantity control and door open limit, avoiding the occurrence of human error, ensures the product quality, energy-saving and environment-friendly”). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the carrier plate of Costabeber modified with Moussa include a carrier plate unique identifier operatively associated therewith and for the curing oven of Costabeber modified with Moussa to include a carrier plate unique identifier reader operatively associated thereon that is configured to read said unique identifier of each said carrier plate after said carrier plate is transported from a respective one of said plurality of additive manufacturing machines to said at least one peripheral machine, as taught by Fan, and for the database of Costabeber modified with Moussa to be configured to associate part configuration data for each part produced on each of said carrier plates with said unique identifier of each of said carrier plates; and communicate said part configuration data to said at least one peripheral machine based on said unique identifier of respective ones of said carrier plates read by said carrier plate unique identifier reader of said at least one peripheral machine, as taught by Fan, and for the at least one peripheral machine of Costabeber modified with Moussa to be configured to perform said operations on each part based on said part configuration data that is associated with said unique identifier of respective ones of said carrier plates read by said carrier plate unique identifier reader of said at least one peripheral machine, as taught by Fan, for the benefit of automatically processes multiple parts, managing technical parameter optimization of multiple parts, and avoiding human error while ensuring product quality. Regarding claim 2, Costabeber modified with Moussa and Fan teaches the system of claim 1. Further Costabeber teaches wherein said at least one resin supply comprises a single- use resin supply, each of which can be associated with one of said additive manufacturing machines (see recharge cartridge 41 for each additive manufacturing apparatus in Figure 4). Regarding claim 3, Costabeber modified with Moussa and Fan teaches the system of claim 1. Further, Moussa teaches wherein said at least one peripheral machine comprises: at least one part post-production machine including a part oven (see Figure 10). The oven of Moussa allows for any uncured build material to be fully cured in an automated manner that prevents a technician from coming into contact with potentially dangerous solvents or chemicals, and prevents the part from being damaged or broken due to handling before a final curing ([0004]). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the at least one peripheral machine of Costabeber modified with Moussa and Fan include a part oven, as taught by Moussa, for the benefit of fully curing any uncured build material in an automated manner that increases technician safety and prevents part damage. Regarding claim 4, Costabeber modified with Moussa and Fan teaches the system of claim 1. Further, Moussa teaches wherein said at least one peripheral machine comprises a part washing machine (Abstract: The systems also include a fluid circulation device adapted to expose the part to cleaning fluid and/or to allow the cleaning fluid to absorb actinic radiation to permit filtration of removed build material to allow extended use of the cleaning fluid). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the at least one peripheral machine of Costabeber modified with Moussa and Fan comprise a part washing machine, as taught by Moussa, for the benefit of cleaning the part in an automated manner that increases technician safety and prevents part damage. Regarding claim 6, Costabeber modified with Moussa and Fan teaches the system of claim 1. Further, Costabeber teaches wherein: said database (database 8; Figure 5) is further configured to contain specific resin data for each of a plurality of different resins ([0080]- [0082]); said at least one resin supply comprises a resin container (recharge cartridge 41; Figure 5) having a resin therein and a resin unique identifier operatively associated therewith, said resin unique identifier associated with specific resin data for the contained resin ([0076] ach one of the consumable elements 4, in particular the recharge cartridge 41 and the vat 42, comprises a storage and transmission device 7, preferably a RFID tag 71, in which said univocal identification code ID is previously stored); and each of said plurality of additive manufacturing machines comprises a resin unique identifier reader (means 32; Figure 5) operatively associated therewith ([0076]) and a resin reservoir (vat 42; Figure 5) configured to receive resin from said resin container ([0072]); with each of said plurality of additive manufacturing machines configured to carry out a part production process with said resin based on both part configuration data and said specific resin data ([0063] subject of the invention includes the step of reading the previously stored value related to the total quantity of base material associated with the specific stereolithography machine to be used. In other words, the method includes the reading of the print credit of the specific stereolithography machine. Furthermore, the method of the invention includes the step of calculating the quantity of base material that is necessary for making a specific three-dimensional object. Having said two pieces of information available, the method of the invention provides for comparing them, in such a way as to verify whether the total quantity of base material, that is, the print credit, associated with the stereolithography machine exceeds the quantity of base material that is necessary for making said three- dimensional object). Carrying out a part production process based on both part configuration data and specific resin data ensures that enough build material is present to complete a desired build. Further, a resin unique identifier reader on a resin container ensures consumable elements are authentic to the additive manufacturing apparatus, which avoids the use of non- authentic consumable elements that may lead to parts produced with lower quality ([0015]). Regarding claim 7, Costabeber modified with Moussa and Fan teaches the system of claim 1. Moussa teaches said at least one peripheral machine also comprises both a curing oven and a part washing machine (Abstract: The systems also include a fluid circulation device adapted to expose the part to cleaning fluid and/or to allow the cleaning fluid to absorb actinic radiation to permit filtration of removed build material to allow extended use of the cleaning fluid). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the at least one peripheral machine of Costabeber modified with Moussa and Fan also include the washing machine of Moussa such that the at least one peripheral machine includes said carrier plate unique identifier reader operatively associated therewith; said part washing machine is configured to select and carry out a part washing process on each part from a plurality of different part washing processes based on part configuration data, as taught by the oven of Fan, for the benefit of automatically processes multiple parts, managing technical parameter optimization of multiple parts, and avoiding human error while ensuring product quality. Regarding claim 8, Costabeber modified with Moussa and Fan teaches the system of claim 1. Further, Moussa teaches wherein at least one of said peripheral machines is configured to releasably secure said carrier plate ([0042] The part retaining device 24, which is also shown in FIG. 9, comprises clip portions 58 that are adapted to selectively retain the build pad 54 and thus the part 26; see build pad 54 with part 26 going into post processing machine 10 in Figure 3). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the at least one of said peripheral machines of Costabeber modified with Moussa and Fan be configured to releasably secure said carrier plate, as taught by Moussa, for the benefit of moving the part from the 3D printer to the peripheral machine while avoiding a user from directly touching the part which may have harmful, uncured material (see part handling device 56 handling the part 26 on build pad 54 in Figure 3; [0004] a skilled technician as many green parts include uncured build material that should not contact the technician's skin or the green parts may comprise fragile portions that could be damaged or broken prior to the full cure of the post-process operation). Further, if it were considered desirable for any reason to obtain access to the carrier plate (whether it is for cleaning, maintenance, etc…), it would be obvious to make the carrier plate releasable for that purpose (see MPEP 2144.04 V.C.). Regarding claim 9, Costabeber modified with Moussa and Fan teaches the system of claim 1. Moussa teaches the system further comprising: (e) an oven operatively associated with each said additive manufacturing machine; with said oven configured to select and carry out a baking process on each part from a plurality of different baking processes, as discussed in the rejection of claim 1 above. Further, Fan teaches the plurality of different baking processes is selected based on part configuration data, as discussed in the rejection of claim 1 above. Further Fan teaches a process flow comprising an optimum baking temperature and time is determined for a product detected by a barcode reader, and that the oven performs a process parameter optimization ([0012] intelligent environment-friendly industrial oven of this utility model is capable of automatically performing purchasing management, process parameter optimization), such that it would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the database of Costabeber modified with Moussa and Fan to record baking process data for each part baked in said oven of Costabeber modified with Moussa and Fan, for the benefit of automating process optimization that ensures product quality while avoiding human error. Regarding claim 21, Costabeber modified with Moussa and Fan teaches the system of claim 1. Moussa teaches wherein each said part remains on the carrier plate on which said part was produced as the part is placed into the at least one peripheral machine (see Figure 3) and that the at least one peripheral machine includes a unique identifier for reader for reading a unique identifier of the cleaning fluid container. Further, Fan teaches the unique identifier of said carrier plate is read by the carrier plate unique identifier reader, as noted in the rejection of claim 1 above. Therefore, it would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the part of Costabeber modified with Moussa and Fan remain on the carrier plate on which the part was produced, as taught by Moussa, and for the unique identifier and the unique identifier reader of the part washing machine of Moussa to be a unique identifier of the carrier plate and a unique identifier carrier plate reader, as taught by Fan, such that each said part remains on the carrier plate on which said part was produced as said unique identifier of said carrier plate is read by said carrier plate unique identifier reader of said at least one peripheral machine. Keeping the part on the carrier plate on which the part was produced as the part is placed into the at least one peripheral machine has a known benefit of automating the process such that a user avoids directly touching the part which may have harmful, uncured material or lead to part damage. Further, it would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to modify the unique identifier and the unique identifier reader of the at least one peripheral machine of Costabeber modified with Moussa to be a unique identifier of the carrier plate and a unique identifier carrier plate reader, as taught by Fan. Automating the at least one peripheral machine with a unique identifier carrier plate reader and a unique identifier of the carrier plate has a known benefit of automating peripheral additive manufacturing processes and removing human variability that minimizes exposure to potentially harmful solvents and chemicals. Moussa and Fan both teach part processing machines with identifiers, such as RFID tags, and readers that improve automation in part manufacturing processes. Therefore, one of ordinary skill would be prompted to look to the identifier and reader of Fan to further improve automation in the at least one peripheral machine of Moussa. Regarding claim 23, Costabeber modified with Moussa and Fan teaches the system of claim 7. Further Fan teaches a process flow comprising an optimum baking temperature and time is determined for a product detected by a barcode reader, and that the oven performs a process parameter optimization ([0012] intelligent environment-friendly industrial oven of this utility model is capable of automatically performing purchasing management, process parameter optimization), such that it would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the database of Costabeber modified with Moussa and Fan to record a time of wash for each part washed in said part washing machine and oven of Costabeber modified with Moussa and Fan, for the benefit of automating process optimization that ensures product quality while avoiding human error. Regarding claim 24, Costabeber modified with Moussa and Fan teaches the system of claim 9. Further, Moussa teaches wherein each said part remains on the carrier plate on which said part was produced ([0042] The part retaining device 24, which is also shown in FIG. 9, comprises clip portions 58 that are adapted to selectively retain the build pad 54 and thus the part 26; see build pad 54 with part 26 going into post processing machine 10 in Figure 3). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the part of Costabeber, Moussa, and Fan remain on the carrier plate on which said part was produced, as taught by Moussa. Keeping the part on the carrier plate on which the part was produced as the part is placed into the at least one peripheral machine has a known benefit of automating the process such that a user avoids directly touching the part which may have harmful, uncured material or lead to part damage. Regarding claim 25, Costabeber modified with Moussa and Fan teaches the system of claim 9. Further Fan teaches a process flow comprising an optimum baking temperature and time is determined for a product detected by a barcode reader, and that the oven performs a process parameter optimization ([0012] intelligent environment-friendly industrial oven of this utility model is capable of automatically performing purchasing management, process parameter optimization), such that it would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the database of Costabeber modified with Moussa and Fan to record a time of bake for each part baked in said part washing machine and oven of Costabeber modified with Moussa and Fan, for the benefit of automating process optimization that ensures product quality while avoiding human error. Claim(s) 10 is rejected under 35 U.S.C. 103 as being unpatentable over Costabeber (US20180178452), Moussa et al. (US20090283109) and Fan (CN202274760U- Machine translation provided herein), and further in view of Houben et al. (US20170050379). Regarding claim 10, Costabeber modified with Moussa and Fan teaches the system of claim 1. However, Costabeber, Moussa and Fan fail to teach wherein each of said additive manufacturing machines is configured to apply a part unique identifier to each part produced thereon; with said database further configured to record said part unique identifier from each of said additive manufacturing machines. In the same field of endeavor pertaining to additive manufacturing, Houben teaches wherein each of said additive manufacturing machines is configured to apply a part unique identifier to each part produced thereon; with said database further configured to record said part unique identifier from each of said additive manufacturing machines ([0065] The apparatus further may comprise a reader (717) for automatic reading of codes attached to the platforms, substrates or products. The reader may be an optical reader suitable for reading codes like a barcode or a QR code. It may however, also be a radio reader suitable for reading information from for example RFID tags, or a magnetic reader for reading information in a magnetisable strip. The reader may sent the information to a control unit, which control unit may comprise a software program for storing information about the platform and the product placed on it. Such software program may decide about the further processing steps that have to be performed with respect to the product or the platform). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have each additive manufacturing machine of Costabeber modified with Moussa and Fan be configured to apply a part unique identifier to each part produced thereon, and for the database of Costabeber modified with Moussa and Fan be further configured to record said part unique identifier from each of said additive manufacturing machines, as taught by Hoben. The process of layerwise manufacturing may result in an accumulation of errors, and one of ordinary skill would be motivated to record such errors to provide a post processing machine with instructions on how to remove the errors, or to provide information on a processing, structure relationship that can prevent the formation of such errors in future builds. Claim(s) 11 and 22 are rejected under 35 U.S.C. 103 as being unpatentable over Costabeber (US20180178452), Moussa et al. (US20090283109) and Fan (CN202274760U- Machine translation provided herein), and further in view of Carlson et al. (US20160229123). Regarding claim 11, Costabeber modified with Moussa and Fan teaches the system of claim 1. Further, Moussa teaches the build plate is an interchangeable build plate (see Figure 3 of Moussa). While Costabeber teaches a stereolithography machine with a vat bottom transparent to radiation ([0005]) and that the solidified layers are supported on a build plate ([0007]), Costabeber, Moussa and Fan fail to teach each of said additive manufacturing machines including an interchangeable build plate, said interchangeable build plate including an optically transparent member and a build plate unique identifier, with each of said plurality of additive manufacturing machines further including a build plate unique identifier reader; and with said database further configured to record build plate data for each part produced on each of said plurality of additive manufacturing machines. In the same field of endeavor pertaining to additive manufacturing, Carlson teaches each of said additive manufacturing machines including a build plate (carrier 118-2; Figure 2), said build plate including an optically transparent member ([0044] CLIP may be carried out by generating the inhibitor of polymerization electrochemically, such as by an optically transparent electrode or electrode array associated with the window or build plate) and a build plate unique identifier (data store circuit 118-2S in Figure 2; [0098] data store circuits 118-2S and 118-3S each may be a near field communication (NFC) tag (e.g., RFID)), with each of said plurality of additive manufacturing machines further including a build plate unique identifier reader ([0098] communication circuit 118-1C may initiate communication by generating a carrier field (e.g., RF field), and the data store circuits 118-2S and 118-3S may be activated responsive to the carrier field and may transmit the identification information for the carrier 118-2 and the build window 118-3 to the communication circuit 118-1C); and with said database further configured to record build plate data for each part produced on each of said plurality of additive manufacturing machines ([0100] the body data store circuit 118-1S may include a database that outputs the starting heights of the carrier 118-2 and the build window 118-3 responsive to input data including the identification information for the 3D CLIP printer 118, the carrier 118-2 and the build window 118-3). A build plate unique identifier and build plate unique identifier reader can determine build plate heights that avoid physical damage to the build window by the build plate ([0095] The predetermined distance between the carrier 118-2 and the build window 118-3 may need to provide acceptable printing performance and/or not to cause physical damage to the build window 118-3 by the carrier 118-2. For example, the build window 118-3 may be cracked or torn if the carrier 118-2 hits the build window 118-3). Further, recording build plate data for each part produced on each of said plurality of additive manufacturing machines allows for the usage of each additive manufacturing machine to be tracked to rotate fabrication of objects among printers to avoid excessive wear to sub-regions of the window ([0064]). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to modify the build plate of Costabeber modified with Moussa and Fan to include a build plate unique identifier and for each of the additive manufacturing machines of Costabeber modified with Moussa and Fan to include a build plate unique identifier reader, as taught by Carlson, for the benefit of determining build plate heights that avoid physical damage to the build window by the build plate. Further, it would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the database of Costabeber modified with Moussa and Fan be further configured to record build plate data for each part produced, as taught by Carlson, for the benefit of tracking the additive manufacturing use and rotating fabrication of objects among printers to avoid excessive wear to sub-regions of the window. Regarding claim 22, Costabeber modified with Moussa and Fan teaches the system of claim 1. However, Costabeber, Moussa and Fan fail to teach wherein said database is further configured to record time of production for each part produced on each carrier plate. In the same field of endeavor pertaining to additive manufacturing, Carlson teaches recording time of production for each part produced on each carrier plate ([0070] The job control API 143 may be responsible for authorizing the remote 3D CLIP printer 118 as needed, and for receiving updated status information from the remote 3D CLIP printer 118, e.g., real- time video feedback of the fabrication in-progress, estimated time of completion, whether the fabrication failed, instrumentation status, etc) and [0078] The log data of past fabrication jobs performed by 3D CLIP printers 118 may include, for example, an accumulated time that a build window has been used, a number of fabrication jobs that have been performed using a build window and/or sub-regions within a build window that have been used for fabrication. The values for fabrication parameters generated by the modeling application 116 may be stored in the 3D CLIP modeling server 114, the 3D CLIP print server 104 and/or the 3D CLIP printers 118). Recording the production time provides a user information related to whether a fabrication job is desirable (i.e. user time constraints) ([0070] As shown, the fabrication job router 138 may include or otherwise be associated with a job fetch API 142 and/or a job control API 143. For example, the job fetch API 142 may be configured to provide the fabrication job to the remote 3D CLIP printer 118, e.g., may be used by the remote 3D CLIP printer 118 to fetch a desired fabrication job. The job control API 143 may be responsible for authorizing the remote 3D CLIP printer 118 as needed, and for receiving updated status information from the remote 3D CLIP printer 118, e.g., real-time video feedback of the fabrication in-progress, estimated time of completion, whether the fabrication failed, instrumentation status, etc. Such status information also may be stored using the job storage 140, in association with the corresponding fabrication job in question) and allows for the usage of each additive manufacturing machine to be tracked to rotate fabrication of objects among printers to avoid excessive wear to sub- regions of the window ([0064]). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have the database of Costabeber modified with Moussa and Fan be further configured to record time of production for each part produced on each carrier plate, as taught by Carlson, for the benefit of determining desirable fabrication job parameters that include print time and for the benefit of tracking the additive manufacturing use and rotating fabrication of objects among printers to avoid excessive wear to sub-regions of the window. Claim(s) 26 is rejected under 35 U.S.C. 103 as being unpatentable over Costabeber (US20180178452), Moussa et al. (US20090283109) and Fan (CN202274760U- Machine translation provided herein), and further in view of Hiatt et al. (US20040159340). Regarding claim 26, Costabeber modified with Moussa and Fan teaches the system of claim 1. While Moussa teaches the at least one peripheral machine is configured to rotate the parts (see Figure 6 and Figure 7 of Moussa), Costabeber, Moussa, and Fan fail to teach wherein said at least one peripheral machine is further configured to spin each of the parts to centrifugally remove residual resin and/or wash liquid. In the same field of endeavor pertaining to additive manufacturing, Hiatt teaches wherein said at least one peripheral machine is further configured to spin each of the parts to centrifugally remove residual resin and/or wash liquid ([0081] excess unconsolidated material 126 and/or cleaning agents 127 are removed, by spinning, from each fabrication substrate 50 that is carried by support element 132", receptacle 172", 182" will receive substantially all of the excess unconsolidated material 126 or cleaning agents 127 that are removed therefrom and Claim 25. “wherein applying centrifugal force comprises spinning the substrate”). It would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to have said at least one peripheral machine of Costabeber modified with Moussa and Fan be configured to spin each of the parts to centrifugally remove residual resin and/or wash liquid, as taught by Hiatt. Centrifugally spinning the parts has a known benefit of promoting the removal of residual resin and/or wash liquid. Response to Arguments Applicant’s arguments with respect to claim(s) 1 have been considered but are moot because the new ground of rejection does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. 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 ARIELLA MACHNESS whose telephone number is (408)918-7587. The examiner can normally be reached Monday - Friday, 6:30-2:30 PT. 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 at 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. /ARIELLA MACHNESS/Examiner, Art Unit 1743
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Prosecution Timeline

Show 8 earlier events
Aug 06, 2025
Final Rejection mailed — §103
Oct 03, 2025
Response after Non-Final Action
Nov 04, 2025
Request for Continued Examination
Nov 06, 2025
Response after Non-Final Action
Dec 16, 2025
Non-Final Rejection mailed — §103
Mar 24, 2026
Response Filed
Apr 30, 2026
Final Rejection mailed — §103
Jun 17, 2026
Response after Non-Final Action

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12668017
MEASURING ARRANGEMENT INCLUDING A BLOW-MOLDING EXTRUDER, METHOD FOR MEASURING A MOLTEN TUBE OR A BLOW-MOLDING PRODUCT AS WELL AS A BLOW-MOLDING EXTRUDING METHOD
3y 2m to grant Granted Jun 30, 2026
Patent 12624544
AUTONOMOUS ROBOTIC CONSTRUCTION SYSTEM AND METHOD
7y 1m to grant Granted May 12, 2026
Patent 12623402
THREE-DIMENSIONAL (3D) PRINTER HAVING A VARIOUSLY CONFIGURABLE PRINTING PLATFORM ASSEMBLY
10m to grant Granted May 12, 2026
Patent 12611816
APPARATUS FOR MAKING A STEREOLITHOGRAPHIC OBJECT, METHODS FOR MAKING A STEREOLITHOGRAPHIC OBJECT, A METHOD FOR LOCATING THE POSITION OF DEBRIS, AND A METHOD FOR MONITORING CONSUMPTION OF A MATERIAL FOR MAKING A STEREOLITHOGRAPHIC OBJECT
2y 2m to grant Granted Apr 28, 2026
Patent 12600084
Additive Manufacturing System
2y 11m to grant Granted Apr 14, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

6-7
Expected OA Rounds
61%
Grant Probability
89%
With Interview (+28.3%)
2y 11m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 163 resolved cases by this examiner. Grant probability derived from career allowance rate.

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