Patent Application
20250065567
The present disclosure relates generally to powder bed fusion additive machines and, more particularly, to build powder characterization for a powder bed fusion additive machine.
Powder bed fusion (PBF) additive manufacturing is an additive manufacturing, or 3-D printing, technology that uses an energy source, such as a laser (PBF-LB) or electron beam (PBF-EB), to sinter or fuse metallic or polymeric particles together in a layer-by-layer process. PBF is typically used as an industrial process to make near net shape parts. Some PBF processes sinter the build powder particles, while others melt and fuse the build powder particles. PBF-LB is also known as direct metal laser sintering (DMLS).
PBF additive manufacturing machines rely on a build powder coater to distribute fresh build powder onto a build powder bed during a build campaign. The build powder coater is supplemented by a recoater assembly that creates an even distribution of build powder on the build powder bed. Ensuring consistent build powder properties is an important aspect of building defect-free parts using PBF techniques.
One aspect of this disclosure is directed to a build powder characterization system for an additive manufacturing (AM) machine that includes a build powder collection system, a build powder analyzer, and a controller. The build powder collection system configured to collect build powder during an AM machine build campaign. The build powder analyzer configured to receive from the build powder collection system the collected build powder, to analyze selected build powder properties, and to communicate to a controller data reflecting properties of the collected build powder. The controller is configured to process data, received from the build powder analyzer, reflecting properties of the collected build powder.
Another aspect of the disclosure is directed to a method of operating a build powder characterization system for an AM. A build powder collection system collects build powder during an AM machine build campaign. A build powder analyzer receives build powder from the build powder collection system and analyzes selected properties of collected build powder. The build powder analyzer communicates data reflecting properties of the collected build powder to a controller. The controller processes the data, received from the build powder analyzer, reflecting properties of the collected build powder.
Laser powder bed fusion (PBF-LB) additive manufacturing (AM) and the similar electron beam powder bed fusion (PBF-EB) AM process are options to make near net shape parts. PBF-LB and PBF-EB AM machines include a recoater assembly to create an even distribution of build powder on the build powder bed to facilitate effective fabrication of parts. Ensuring consistent build powder properties is an important aspect of building defect-free parts using PBF techniques. Among the attributes important to consistent build powder properties are powder chemistry and particle size and shape distribution.
While maintaining consistent build powder properties has always been an important quality control measure for PBF processes, the challenges of doing so have increased with the adoption of large format PBF machines that are used for large scale build campaigns to make large parts or a large number of parts in a single build campaign. In some examples, large scale build campaigns can run for 30 days or longer. Such build campaigns can be significantly impacted by variation in build powder properties over the course of the build campaign. For example, if build powder properties fall out of specification over the course of a build campaign, the part(s) made during the build campaign may require significant rework or may even have to be scrapped.
The present disclosure is directed to an insitu build powder characterization system for use with powder bed fusion machines. The build powder characterization system collects build powder at selected intervals over the course of a build campaign and analyzes the collected build powder to determine whether key build powder properties remain within specification.
Controller 32 controls the height of the build plate 12 by moving the build station piston 14, which in turn controls the thickness of each layer of the part 16. Controller 32 also controls the movement of the powder coater 22 as it distributes additional build powder 24 and the movement of the laser beam 30 as it forms the melt pool that consolidates loose build powder 20 to form each layer of the part 16. For example, the controller 32 controls PBF-LB system 10 operating parameters, including:
Controller 32 typically includes a reference database 34 and processor 36. Reference database 34 contains processing data relevant to the PBF-LB system 10, build powder to be used to produce the part 16, and the specific work piece 16 to be produced. Processor 36 contains programming to interface with the reference database 34 to control the PBF-LB system 10 to products parts, such as part 16, as is known to a person of ordinary skill in the art. Part 16 can be a near-net-shaped part (i.e., initial production of the part that is very close to the final (net) shape).
The PBF-LB system 10 can be used with a variety of build powders to produce part 24. For example the powder can be a metal powder or polymeric powder. Metallic powders compatible with typical PBF-LB systems 10 include aluminum, aluminum alloys (e.g., aluminum-lithium alloys), titanium, nickel, nickel alloys, and other metals and alloys known in the art. Polymeric powders compatible with typical PBF-LB systems 10 include a wide variety of polymers as known in the art.
The build powder analyzer 50 may be configured to analyze selected build powder properties including build powder chemistry and particle size and shape distribution. Particle size and shape distribution can be assessed using any appropriate devices, including laser diffraction. One such device is Morphologi 4-ID particle analyzer, which is available from Malvern Panalytical, Malvern, United Kingdom. Similar systems are available from a number of other providers.
Similarly, the build powder analyzer 50 can assess build powder chemistry using any appropriate devices, including x-ray fluorescence devices, inductively coupled plasma mass spectrometry devices, combustion devices, and other devices. Some such devices may be commercially available. Other such devices may be custom built for a particular application. For example, Olympus Corporation sells a range of X-ray fluorescence analyzers that may be appropriate for use with a build powder characterization system 42 of this disclosure. Other build powder chemistry analysis devices are available from other providers.
The build powder analyzer 50 is configured to communicate to a controller that stores data reflecting properties of the collected build powder, including one or more of build powder chemistry, particle size distribution, and particle shape distribution. The controller may be the controller 32 discussed above or another controller connected to or remote from the PBF-LB system 10.
Depending on the application, it may be desirable for the build powder characterization system 42 to operate with a turnaround time equivalent to one or more recoat cycles, so build powder can be analyzed frequently during the course of a build campaign. For example, build powder can be captured and analyzed during or after each recoat cycle. Analyzing the build powder frequently permits changes in build powder to track over time so that trends can be assessed. Build powder property trending can be performed manually or automatically and can be compared to an index to determine if build powder remains within specification. Build powder property trending can also be used to predict future changes in build powder properties. For example, build powder trending can be performed by the controller 32 or another controller connected to or remote from the PBF-LB system 10, which can be configured to determine one or more trends based on data received from the build powder analyzer, reflecting properties of the collected build powder. In particular, the controller can be configured to take an action if it determines that a trend reflecting at least one property of the collected build powder indicates that the collected build powder is likely to go out of specification. The action the controller takes if it determines that a trend reflecting at least one property of the collected build powder indicates that the collected build powder is likely to go out of specification can include one or more of notifying an operator to take corrective action, commanding the powder coater 22 to dispense build powder known to be in specification, and terminating a build campaign. Supplementing or replacing build powder fed to the powder coater 22 can slow or reverse the rate of degradation of build powder properties and can result in build powder remaining within specification for the current or subsequent build campaigns. Changes in the rate of degradation of build powder properties can be assessed by the build powder characterization system 42 during subsequent recoat cycles. The controller can take other actions as well if such other actions are deemed appropriate for a particular AM machine.
The disclosed insitu build powder characterization system 42 provides continuous in-process assessment of build powder properties to help keep build powder within specification during a build campaign. Keeping build powder properties within specification over the course of a build campaign, decreases the likelihood that the part(s) made during the build campaign will require significant rework or have to be scrapped. The insitu build powder characterization system 42 can lower the cost of making parts with an AM process by allowing its user to extract the highest number of “in-spec” parts from a build campaign.
The following are non-exclusive descriptions of possible embodiments of the present invention.
A build powder characterization system for an additive manufacturing (AM) machine comprises a build powder collection system configured to collect build powder during an AM machine build campaign and a build powder analyzer configured to receive from the build powder collection system the collected build powder, to analyze selected build powder properties, and to communicate to a controller data reflecting properties of the collected build powder. The controller is configured to process data, received from the build powder analyzer, reflecting properties of the collected build powder.
The build powder characterization system for an AM machine of the preceding paragraph can optionally include, additionally and/or alternatively, any one or more of the following features, configurations and/or additional elements:
The build powder characterization system for an AM machine of the preceding paragraph, further comprising a recoater blade configured to push excess build powder on a build powder bed into the build powder collection system during a recoat cycle.
The build powder characterization system for an AM machine of any of the preceding paragraphs, wherein the collected build powder is screened or filtered before being received by the build powder analyzer.
The build powder characterization system for an AM machine of any of the preceding paragraphs, wherein the build powder analyzer is configured to analyze the particle size distribution or the particle shape distribution or both of the collected build powder.
The build powder characterization system for an AM machine of any of the preceding paragraphs, wherein the build powder analyzer is configured to analyze the chemistry of the collected build powder.
The build powder characterization system for an AM machine of the preceding paragraph, wherein the build powder analyzer is configured to analyze the chemistry of the collected build powder.
The build powder characterization system for an AM machine of any of the preceding paragraphs, wherein the controller is configured to determine one or more trends based on data, received from the build powder analyzer, reflecting properties of the collected build powder.
The build powder characterization system for an AM machine of the preceding paragraph, wherein the controller is configured to take an action if it determines that a trend reflecting at least one property of the collected build powder indicates that the collected build powder is likely to go out of specification.
The build powder characterization system for an AM machine of the preceding paragraph, wherein the action the controller takes if it determines that a trend reflecting at least one property of the collected build powder indicates that the collected build powder is likely to go out of specification includes one or more of notifying an operator to take corrective action, commanding a powder coater to dispense build powder known to be in specification, and terminating a build campaign.
The build powder characterization system for an AM machine of any of the preceding paragraphs, wherein the additive manufacturing machine is a powder bed fusion additive manufacturing machine.
A method of operating a build powder characterization system for an AM machine comprising collecting, during an AM machine build campaign, build powder using a build powder collection system; receiving, by a build powder analyzer, build powder from the build powder collection system; analyzing, by the build powder analyzer, selected properties of collected build powder; communicating, by the build powder analyzer, data reflecting properties of the collected build powder to a controller; and processing, by the controller, the data, received from the build powder analyzer, reflecting properties of the collected build powder.
The method of the preceding paragraph can optionally include, additionally and/or alternatively, any one or more of the following features, configurations and/or additional elements:
The method of the preceding paragraph, further comprising pushing, by a recoater blade, excess build powder on a build powder bed into the build powder collection system during a recoat cycle.
The method of any of the preceding paragraphs, further comprising screening or filtering the collected build powder before the collected build powder is received by the build powder analyzer.
The method of any of the preceding paragraphs, wherein the build powder analyzer is configured to analyze the particle size distribution or the particle shape distribution or both of the collected build powder.
The method of any of the preceding paragraphs, wherein the build powder analyzer is configured to analyze the chemistry of the collected build powder.
The method of the preceding paragraph, wherein the build powder analyzer is configured to analyze the chemistry of the collected build powder.
The method of any of the preceding paragraphs, wherein the controller is configured to determine one or more trends based on data, received from the build powder analyzer, reflecting properties of the collected build powder.
The method of the preceding paragraph, wherein the controller is configured to take an action if it determines that a trend reflecting at least one property of the collected build powder indicates that the collected build powder is likely to go out of specification.
The method of the preceding paragraph, wherein the action the controller takes if it determines that a trend reflecting at least one property of the collected build powder indicates that the collected build powder is likely to go out of specification includes one or more of notifying an operator to take corrective action, commanding a powder coater to dispense build powder known to be in specification, and terminating a build campaign.
The method of any of the preceding paragraphs, wherein the additive manufacturing machine is a powder bed fusion additive manufacturing machine.
While the invention has been described with reference to an exemplary embodiment(s), it will be understood by those skilled in the art that various changes may be made and equivalents may be substituted for elements thereof without departing from the scope of the invention. In addition, many modifications may be made to adapt a particular situation or material to the teachings of the invention without departing from the essential scope thereof. Therefore, it is intended that the invention not be limited to the particular embodiment(s) disclosed, but that the invention will include all embodiments falling within the scope of the appended claims.
