The present disclosure relates to monitoring of additive manufacturing (AM) layer-by-layer build using ultrasonic spectroscopy.
Additive manufacturing is the process of joining materials layer-by-layer to make components from three-dimensional (3D) model data. Additive manufacturing uses a stock material, such as a powder or filament that is formed into a layer according to the model data. Such layers are built-up, typically one on top of the last, until the entire component is formed, i.e., until the component is fully formed. Additive manufacturing allows complex parts to be built in various industries including consumer products, transportation, aerospace, robotics, medical, military, and academic research.
Conventional component inspection associated with additive manufacturing inspects the fully formed component for defects. If a defect is found, the component may be discarded and remade. Often, the defect may be introduced early in the additive manufacturing process, i.e., the defect may be introduced into one or more layers formed early in the additive manufacturing process; however, the defect is not caught when initially introduced because of the post fabrication inspection. As a result, the additive manufacturing continues to add layers to the defect until a defective component is fully formed. This results in wasted time and money. Moreover, the post fabrication inspection obviates any opportunity to employ a remedial or corrective measure to correct the defect at the time the defect is introduced.
An ultrasonic inspection system performs a method of inspecting a layer of a component formed on a build plate using an additive manufacturing process. The inspecting includes delivering to the layer, through the build plate and any intervening layers of the component previously formed on the build plate, an ultrasonic chirp pulse having a frequency that sweeps through a range of frequencies across a chirp bandwidth. The method also includes receiving from the layer ultrasonic energy including reflections of the ultrasonic chirp pulse delivered to the layer, and processing the ultrasonic energy to produce an ultrasonic signature indicative of a characteristic of the layer and the intervening layers. The inspecting is repeated for each of subsequent layers of the component formed on the build plate according to the additive manufacturing process, to inspect the component layer-by-layer as the component is built-up during the additive manufacturing process.
First, an ultrasonic inspection system is described below in connection with
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Transmitter 102 delivers an ultrasonic chirp pulse to test material 106, and receiver 104 detects resulting ultrasonic energy from the test material that is indicative of various defects and/or properties of the test material. Receiver 104 performs signal processing (referred to as ultrasonic sound analysis) on the detected ultrasonic energy to produce indications, including visual indications, of the various defects and/or properties. Depending on the transducer arrangement and the receiver capabilities, the indications may include, but are not limited to, frequency responses including material resonances, resonance spacings, and reflection time pulses, as discussed more fully below. The defects and properties indicated include, but are not limited to, a number of layers in test material 106, whether the layers are “disbonded,” layer thickness, porosity, and layer composition. The term “disbonded” means there is a bonding defect between layers. In the additive manufacturing process, this could mean large voids or porosity or an inadequate fusion between layers.
Transmitter 102 includes a pulse generator 110 to generate a chirp pulse 112 responsive to pulse generator control commands 114, a radio frequency (RF) power amplifier 120 to amplify the chirp pulse responsive to a gain control signal 122 to produce an amplified chirp pulse 124, and the ultrasonic transmit transducer (TT) 126 coupled to test material 106 so as to deliver an ultrasonic chirp pulse to the test material responsive to the amplified chirp pulse. Pulse generator 110 generates chirp pulse 112 as a sinusoidal voltage waveform, for example, that sweeps through a range of frequencies or a “swept frequency range” (also referred to as a “chirp bandwidth”) from a start frequency to a stop frequency during a time period equal to a pulse width of the chirp pulse. The start frequency and the stop frequency define a frequency position of the chirp bandwidth (also, a center frequency of the swept frequency range may represent the frequency position), while a difference between the start frequency and the stop frequency defines the chirp bandwidth.
Pulse generator 110 independently adjusts chirp pulse parameters, including the start frequency, the stop frequency, the pulse width, and an amplitude of chirp pulse 112 across the chirp bandwidth, responsive to pulse generator control commands 114. Thus, the chirp bandwidth may be adjusted over a range of chirp bandwidths from a narrowest chirp bandwidth to a widest chirp bandwidth, and the frequency position of the chirp bandwidth may be adjusted over a range of frequency positions of the chirp bandwidth from a lowest frequency position to a highest frequency position. In an example, pulse generator 110 may vary (i) the chirp bandwidth from a narrow bandwidth to a broader bandwidth (e.g., up to 20 MHz), (ii) the frequency position of the chirp bandwidth (e.g., up to 40 MHz), and (iii) the amplitude from +/−0.05 volts to +/−2.0 volts. Other ranges of the chirp pulse parameters are possible. Typically, pulse generator 110 adjusts the pulse width to be approximately 40 μs or greater to ensure sufficient ultrasonic energy for inspection analysis. In operation, pulse generator 110 adjusts the aforementioned chirp pulse parameters so that they are suited to inspect defects and/or material properties of interest of test material 106.
In one embodiment, pulse generator 110 provides chirp pulse 112 to RF power amplifier 120 as a single ended voltage, in which case the RF power amplifier includes a single ended input to receive the single ended voltage. In another embodiment, pulse generator 110 provides chirp pulse 112 to RF power amplifier 120 as a differential voltage, in which case the RF power amplifier includes a differential input to receive the differential voltage. RF power amplifier 120 amplifies chirp pulse 112 received at the input of the RF power amplifier according to a gain set by gain control signal 122 to produce amplified chirp pulse 124 at an output of the RF power amplifier, and provides the amplified chirp pulse to transmit transducer 126. RF power amplifier 120 provides amplified chirp pulse 124 to a drive input of transmit transducer 126 coupled to the output of the RF power amplifier. In response to amplified chirp pulse 124, transmit transducer 126 delivers an ultrasonic chirp pulse to test material 106. Transmit transducer 126 typically represents a capacitive load to the output of RF power amplifier 120, and the capacitance of the capacitive load may vary substantially across different types of transducers. An advantage of RF power amplifier 120 is its ability to drive a wide range of capacitances (capacitive loads) over a wide range of frequencies without any appreciable degradation of power amplifier gain or effect on a frequency spectrum of amplified chirp pulse 124.
RF power amplifier 120 may be any class of RF power amplifier, e.g., Class A, Class B, Class C, and so on, configured to provide a wide operating frequency range. The wide operating frequency range represents a frequency range over which the RF power amplifier 120 provides substantial RF gain. By way of a non-limiting example, the input voltage to RF power amplifier 120 can be on the order of millivolts or tens of millivolts (e.g., 80 millivolts), while the output of RF power amplifier 120 can be on the order of tens of volts (e.g., 50 volts), with gains on the order of tens of decibels (e.g., 40 dB). The operating frequency range is wider than the widest chirp bandwidth generated by pulse generator 110. Moreover, the gain of RF power amplifier 120 is approximately flat (i.e., the gain has an approximately flat frequency response) across the widest chirp bandwidth when the widest chirp bandwidth is positioned anywhere in the operating frequency range. An example operating frequency range of RF power amplifier 120 is from 100 kHz to 40 MHz.
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As mentioned above, pulse generator 110 may generate chirp pulse 112 with different chirp bandwidths and frequency positions (i.e., with different pairs of start and stop frequencies) responsive to control commands 114. As an example,
Pulse generator 110 controls an amplitude, e.g., peak-to-peak voltage, of chirp pulse 112 to avoid over driving RF power amplifier 120. When RF power amplifier 120 is over driven, the RF power amplifier clips the amplitude (e.g., sinewave clipping) of amplified chirp pulse 124. Therefore, pulse generator 110 generates chirp pulse 112 so that its amplitude remains just below an amplitude (referred to as a “limit amplitude”) that over drives RF power amplifier 120. Typically, the limit amplitude is frequency dependent, e.g., increases with frequency, across the operating frequency range of RF power amplifier 120. Thus, pulse generator 110 may control the amplitude of chirp pulse 112 to track the limit amplitude over frequency, e.g., to increase the amplitude of chirp pulse 112 with frequency in correspondence with an increase in the limit amplitude with frequency. The limit amplitude variations across the operating frequency range of RF power amplifier 120 may be determined empirically, and the amplitude of chirp pulse 112 may be adjusted to be just below the empirically determined limit amplitude based on control commands 114. In an example, the peak-to-peak voltage of chirp pulse 112 may be controlled to be in a range from +/−0.05 volts to +/−1.0 volts from a low end of the operating frequency range to a high end of the operating frequency range, to produce a relatively constant peak-to-peak voltage of amplified chirp pulse 124 of approximately +/−80 volts.
Additionally, as previously described, pulse generator 110 controls the amplitude of chirp pulse 112 to modify the amplitude of the ultrasonic energy delivered by transmit transducer 126 to test material 106 over the chirp bandwidth in order to compensate for transducer distortions determined from the reference waveform. While it is preferable to deliver a chirp pulse having a flat frequency spectrum to test material 106, a combined frequency response of RF power amplifier 120, transmit transducer 126, and receive transducer 130 may vary across a given chirp bandwidth. Accordingly, pulse generator 110 varies the amplitude of chirp pulse 112 across the chirp bandwidth to compensate for/cancel the way in which the combined frequency response varies across the chirp bandwidth, so that transducer 126 delivers the chirp pulse to test material 106 with a compensated or “normalized,” flat frequency spectrum. For example, pulse generator 110 increases or decreases the amplitude of chirp pulse 112 over the chirp bandwidth in a manner that essentially applies the inverse of the frequency distortions observed in the reference waveform at the receiver as a result of a test transmission with the transmit and receive transducer placed face to face with no intervening test material. This compensation provides a normalized/flat frequency spectrum (of the chirp pulse) at the receiver. Essentially, the use of the reference waveform enables the combined frequency response of RF power amplifier 120, transmit transducer 126, and receive transducer 130 over the chirp bandwidth may be characterized/measured. During regular operation, when pulse generator 110 generates chirp pulse 112 to inspect test material 106, the pulse generator controls (increases/decreases) the amplitude of chirp pulse 112 over the chirp bandwidth based on (i.e. to compensate for) the characterized/measured combined frequency response.
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Receive amplifier 132 amplifies ultrasonic signal 140 to produce an amplified ultrasonic signal 142, and provides the amplified ultrasonic signal to ADC 134. ADC 134 digitizes amplified ultrasonic signal 142 to produce a digitized ultrasonic signal 144 (representative of ultrasonic signal 140), and provides the digitized ultrasonic signal to signal processor 136. Signal processor 136 processes digitized ultrasonic signal 144 (also referred to as digitized ultrasonic energy 144) to produce processing results 146, stores the processing results, and provides the processing results to output device 138, e.g., for display. Processing results 146 provide visual indications or representations of defects and the various properties of interest of test material 106.
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Spectral processor 602 performs Fourier transforms, e.g., Fast Fourier transforms (FFTs), on digitized ultrasonic signal 144 to generate frequency spectrums of the ultrasonic signal. The frequency spectrums show frequency resonances produced by the interaction of the chirp pulse delivered to test material 106 and one or more layers of the test material. The frequency resonances indicate various properties of the one or more layers. In an embodiment, spectral processor 602 performs (i) a first FFT on digitized ultrasonic signal 144 to produce a first frequency spectrum, and (ii) a second FFT on the first frequency spectrum to produce a second frequency spectrum, referred to as a “resonance spacing spectrum.” The second spectrum shows frequency spacings between frequency resonances of the first frequency spectrum, hence the name “resonance spacing spectrum.” Both the first and second frequency spectrums may be included in spectral processing results 606, and displayed on output device 138.
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As mentioned above, time domain processor 604 performs time domain processing on digitized ultrasonic signal 144 (which is representative of ultrasonic signal 140). Ultrasonic signal 140/144 includes reflections of the chirp pulse delivered to test material 106 from one or more layers of the test material. The reflections may be referred to as “reflected chirp pulses” or “chirp pulse reflections.” Because the layers are relatively thin, the chirp pulse reflections have reflection times between layers (e.g., 5 or 10 μs) that are much shorter than their pulse widths (e.g., 200 μs). This causes substantial time-overlapping of the chirp pulse reflections. Overlapping chirp pulse reflections tend to constructively and destructively interfere with each other. Consequently, ultrasonic signal 140/144 includes a series of time-overlapping (and interfering) chirp pulse reflections. The time-overlapping chirp pulse reflections subside over a finite time. The finite time during which the time-overlapping chirp pulse reflections persist is referred to as a “full multilayer response” of the test material 106. The full multilayer response is analogous to an impulse response of a system driven by an impulse, where the impulse is the chirp pulse delivered to test material 106 (representing the system).
Time domain processor 604 performs time domain processing on the series of time-overlapping chirp pulse reflections of the full multilayer response to compress each of the reflections into a respective compressed pulse (also referred to as a “reflection time peak”), such that the resulting compressed pulses are spaced apart from each other in time, i.e., they are not time-overlapping. In this way, the time-separated compressed pulses each indicate a distinct reflection or layer interface in test material 106. In an embodiment, time domain processor 604 includes a matched filter to filter the series of time-overlapping chirp pulse reflections included in ultrasonic signal 140/144. The matched filter is matched to the swept frequency characteristic of the chirp pulse, i.e., the time vs. frequency characteristic of the swept waveform generated by pulse generator 110.
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Time domain processor 602 performs pulse compression on the combined response to produce pulse compression results, as shown in
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At 2105, pulse generator 110 generates chirp pulse 112 having a chirp bandwidth. Pulse generator 110 is able to adjust the chirp bandwidth from a lowest chirp bandwidth to a highest chirp bandwidth, and a frequency position of the chirp bandwidth so that the adjusted chirp bandwidth and the frequency position of the chirp bandwidth are suited to inspecting defects or material properties of test material 106.
At 2110, RF power amplifier 120 amplifies chirp pulse 112 to produce amplified chirp pulse 124. RF power amplifier 120 has an operating frequency range greater than the highest chirp bandwidth and a gain that is relatively flat across the highest chirp bandwidth when the frequency position of the highest chirp bandwidth falls anywhere in the operating frequency range.
At 2115, transmit transducer 126 generates an ultrasonic pulse responsive to the amplified pulse and delivers the ultrasonic pulse to test material 106.
At 2120, ultrasonic receiver 104 receives an ultrasonic signal (140/144) from the test material that results from the ultrasonic pulse delivered to the test material, and processes the received ultrasonic signal to produce analysis results 146 indicative of test material defects or properties.
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At 2205, ultrasonic transmitter 102 delivers to a multilayer structure, e.g., test material 106, an ultrasonic pulse that sweeps through a chirp bandwidth.
At 2210, ultrasonic receiver 104 receives from the multilayer structure ultrasonic energy 140/144 including a series of time-overlapping reflections of the pulse delivered to the multilayer structure at 2205 from layers of the multilayer structure. The series of time-overlapping reflections may represent a full multilayer response of test material 106, as described above.
At 2215, spectral processor 602 performs frequency domain processing on the received ultrasonic energy (140/144) including the series of time-overlapping reflections to produce frequency resonance peaks respectively indicative of distinct layers of the multilayer structure.
At 2220, time domain processor 604 performs time domain processing on the received ultrasonic energy (140/144) to compress the series of time-overlapping reflections into respective time-separated compressed amplitude peaks/reflection time peaks. In an embodiment, spectral processor 602 and time domain processor 604 concurrently perform their respective processing on the (same) ultrasonic energy (140/144) including the series of time-overlapping reflections, so as to generate their respective processing results concurrently.
At 2225, output device 138, e.g., a computer display, displays the frequency resonance peaks on a frequency domain plot and displays the reflection time peaks on a time domain plot. The frequency and time domain plots may be displayed concurrently on one or more computer displays.
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Processor 2444 may include a collection of microcontrollers and/or microprocessors, for example, each configured to execute respective software instructions stored in the memory 2448. Processor 2444 may generate pulse generator control commands 114, gain control signal 122, and analysis results 146. Processor 2444 may also receive digitized received ultrasonic signal 144 from ADC 134. Portions of memory 2448 (and the instruction therein) may be integrated with processor 2444.
The memory 2448 may comprise read only memory (ROM), random access memory (RAM), magnetic disk storage media devices, optical storage media devices, flash memory devices, electrical, optical, or other physical/tangible (e.g., non-transitory) memory storage devices. Thus, in general, the memory 2448 may comprise one or more computer readable storage media (e.g., a memory device) encoded with software comprising computer executable instructions and when the software is executed (by the processor 2444) it is operable to perform the operations described herein. For example, the memory 2448 stores or is encoded with instructions for Control logic 2450 to perform overall control of ultrasonic inspection system 100 and operations described herein related to pulse generator 110 and signal analyzer 136. For example, Control logic 2450 may include frequency domain processor (FDP) logic 2452 to implement the functions of the FDP, time domain processor (TDP) logic 2456 to implement the functions of the TDP, and pulse generator (PG) logic 2458 to implement functions of the pulse generator described above. Control logic 2450 also includes logic to implement operations performed by ultrasonic inspection system 100 to inspect a component layer-by-layer during an additive manufacturing process used to form the component, as described below.
In addition, memory 2448 stores data 2480 used and generated by logic 2450-2458, including, but not limited to: normalization information used to normalize the amplitude of the chirp pulse delivered by transmit transducer 126, chirp pulse parameters (e.g., chirp bandwidth, amplitude, frequency position, and frequency sweep characteristic) used by pulse generator 110, samples of digitized ultrasonic receive signal 144 from ADC 134, analysis results, and information associated with inspection of the component during the additive manufacturing process, as described below.
Embodiments directed to additive manufacturing (AM) of a component (also referred to as an “AM build” of the component) and layer-by-layer ultrasonic inspection of the component during the AM build using ultrasonic chirp pulses are now described in connection with
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Operations performed by AMA 2502 to build-up component C are described briefly. AMA controller 2516 receives in digital form a geometric model of a desired component to be built, and transforms the geometric model into thin, virtual, layer-by-layer cross-sections. Deposition device 2512 receives stock material, such as a metal, polymer powder, or filament, from a stock material reservoir (not shown). Controller 2516 controls deposition device 2512 to form sequential layers L(1)-L(N) of the stock material (on top surface 2510B of build plate 2510), one on top of the other, in accordance with the layer-by-layer cross-sections. As each of layers L is formed, it is formed on previous ones of the layers, creating a partially, in-process component. The layer forming is repeated, to build-up component C layer-by-layer. Any known or hereafter developed AM technique may be used to form layers L from the stock material.
Such AM techniques may employ selective laser sintering, direct metal laser sintering, selective heat sintering, electron beam freeform fabrication, electron beam melting, stereolithography, direct droplet deposition, additive friction stir deposition, and fused deposition modeling. For example, selective laser sintering uses a laser to selectively melt and fuse a current layer L(i) of powdered thermoplastic, ceramic, or metal stock material of component C by scanning cross-sections, derived from the geometric model, on the top surface of the component (i.e., on top of previously formed ones of layers L, e.g., layers L(i−1), L(i−2), and so on). After current layer L(i) is formed in this manner, a new or next layer L(i+1) of powdered stock material is applied on top of the current layer, and, in the absence of layer defects detected using UTA 100, as described below, the layer forming process is repeated until component C is fully formed in accordance with the geometric model. Deposition device 2512 may include a powder delivery mechanism or nozzle to deliver the powder to build plate 2510 (or to the top of partially built component C) and a laser to melt the powder, AMA controller 2516 may provide to UIS 100 an indication of when the layer has been completed to enable the UIS to perform inspection of the layer at that time. AMA controller 2516 may also provide to UIS 100 various information relating to the geometrical component model, such as expected component thickness at various stages of the AM build, and so on.
As AMA 2502 forms layers L of component C during the AM build, UIS 100 inspects the layers L, layer-by-layer, using ultrasonic chirp pulses. The ultrasonic inspection of component C takes measurements after each layer is formed, and uses one or more of a frequency signature, a resonance behavior, and a time domain analysis to evaluate a quality of a last build layer to generate meaningful quality control and feedback control during AM build. To this end, UIS 100 includes ultrasonic transmit transducer TT and ultrasonic receive transducer RR of UIS 100 fixed in contact with/coupled to bottom surface 2510B of build plate 2510 adjacent to each other at a position, generally indicated at P, directly beneath component C. An example separation distance between the adjacent pair of transducers may be approximately 0.1 of an inch, and position P may coincide with a midway point between the transducers. Thus, ultrasonic transmit and receive transducers TT and RT represent a co-located/adjacent pair of transmit and receive transducers coupled to bottom surface 2510B at position P. Position P is also referred to as a “generalized position P” because it places/refers to both the transmit and the receive transducers, generally.
At a high-level, AMA 2502 and UIS 100 form and inspect layers L of component C, individually, as follows. AMA 2502 forms a current layer on top of component C (which includes the current layer and any intervening layers previously formed on build plate 2510 beneath (i.e., underneath) the current layer, i.e., between the current layer and top surface 2510B of the build plate). Before AMA 2502 forms a next layer on top of the current layer, UIS 100 causes transmit transducer TT to deliver an ultrasonic chirp pulse T to component C through build plate 2510. In response, receive transducer RT receives ultrasonic energy including reflections R of the ultrasonic chirp pulse from the build plate and from the component, through the build plate. In the arrangement of
The ultrasonic signature may include spaced-apart reflection time peaks and/or frequency spectrums including frequency resonance peaks. Controller 105 may further process the ultrasonic signature to determine/compute the one or more characteristics. UIS controller 105 and AMA controller 2516 may communicate with each other over a communication link connecting the two controllers, in order to help control the layer forming and inspecting processes described herein. The layer forming and inspecting processes are described below in further detail in connection with
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At 2602, AMA 2502 forms a layer (also referred to as a “current layer”) of component C on build plate 2510 (which may be an initial/first layer, or a subsequent layer) using an AM technique, as described above.
After AMA 2502 has formed the layer at 2602, but before the AMA forms a next layer on top of the layer, UIA 100 inspects/monitors the layer as described in next operations 2604-2616. Layer inspection operations 2604-2616 may be performed as an independent process.
At 2604, UIA 100 generates an ultrasonic chirp pulse having a frequency that sweeps through a range of ultrasonic frequencies across a chirp bandwidth. In an example, the range of ultrasonic frequencies may be 6 to 13 MHz. Ultrasonic transmit transducer TT delivers the ultrasonic chirp pulse to the layers of component C through build plate 2510.
At 2606, UIA 100, via ultrasonic receive transducer RT, receives from build plate 2510 and component C ultrasonic energy including reflections of the ultrasonic chirp pulse. The reflections may include a series of time-overlapping reflections of the ultrasonic chirp pulse from the various structures through which the ultrasonic chirp pulse propagates, including build plate 2510, and layers of component C including the layer formed at 2602 and any intervening layers.
At 2607, UIA 100 (e.g., controller 105) processes the ultrasonic energy including the reflections to produce, and store in memory, processing results in the form of an ultrasonic signature indicative of one or more characteristics of the layer and the intervening layers of component C. The reflections may include time-overlapping reflections. UIA 100 performs time domain processing of the ultrasonic energy to compress the time-overlapping reflections into respective time-separated reflection time peaks that represent the aforementioned ultrasonic signature. The time domain processing includes filtering the series of time-overlapping reflections using a filter response matched to a chirped frequency characteristic of the ultrasonic chirp pulse. Time separation between various ones of the reflection time peaks indicate a thickness of build plate 210 and a thickness of component C, including all of the layers (including the current layer) of the component. Additionally, the number and shape of the reflection time peaks indicates other characteristics of the layers of component C, such as consistency of layer thickness and/or velocity. UIA 100 additionally, or alternatively, performs frequency domain processing of the ultrasonic energy to produce a frequency spectrum including frequency resonance peaks for component C that represent the ultrasonic signature. The frequency domain processing may include performing a first Fourier transform on the ultrasonic energy, and, optionally, performing a second Fourier transform on the first Fourier transform. Resonance behavior of component C as well as wavelength interaction in the frequency spectrum indicate characteristics of the layers of the component, such as property and defect state. UIA 100 may perform the time domain processing and the frequency domain processing sequentially or concurrently, to produce results of the time and frequency domain processing sequentially or concurrently, respectively.
At 2608, UIA 100 displays results of the time processing, e.g., reflection time peaks, on a time domain plot. UIA 100 also displays results of the frequency domain processing, e.g., frequency resonances, on a frequency domain plot.
At 2610, one or more characteristics of one or more of the layers of component C are determined based on the ultrasonic signature. In an example, the thickness of component C is computed based on the time separation between various ones of the reflection time peaks of the ultrasonic signature. UIA 100 may determine the one or more characteristics, or a user may determine the characteristics based on the results displayed at operation 2608, or as otherwise presented to the user. UIA 100 may display the determined characteristics, and may also communicate the determined characteristics to AMA 2502.
Layer defect detection and remediation may optionally be performed at next operations 2612-2616.
At 2612, it is determined whether the characteristic as determined at 2610 (i.e., one of the one or more characteristics as determined) represents a defect in the layer (or of component C, generally). For example, it is determined whether the characteristic as determined matches an expected/predetermined characteristic within a predetermined tolerance. To do this, the characteristic as determined may be compared against a predetermined expected (acceptable) range of the characteristic. If the comparison indicates that the characteristic as determined falls within the acceptable range, the layer is deemed not to be defective, i.e., is of acceptable quality. On the other hand, if the comparison indicates that the characteristic falls outside of the acceptable range, the layer is deemed to be defective, i.e., of unacceptable quality. For example, the determined ultrasonic signature of component C may be compared to a range of acceptable ultrasonic signatures expected at the current iteration of the AM processing (the current stage of layer-forming), where the range is in accordance with the current cross-section layer of the geometrical model that the layer represents. Such information may be provided from AMA controller 2516 to UIS controller 105, and then used by the UIS controller to determine whether there is a defect.
At 2614, if it is determined that the characteristic as determined represents a defect in the layer (i.e., a defective layer), corrective action may be taken. For example, UIS controller 105 provides feedback to AMA controller 2516 indicating the defect. Responsive to the feedback, AMA 2502 may alter layer forming settings (e.g., laser power) used by the additive manufacturing to form the subsequent layer(s), and form the subsequent layer(s) with the altered layer forming settings, to mitigate/remediate the defective layer. Detecting and correcting the defect early on when the layer is first formed (and then remediated) saves time and money that would have otherwise been wasted had a later inspection discovered the defect only after component C had been fully formed.
At 2616, if it is established that the determined characteristic does not represent a defect in the layer, no corrective action is taken, and the AM process continues to the next layer-forming iteration, i.e., to form the next layer on the (current) layer.
In operations 2614 and 2616, UIS 100 may display an indication of whether the layer is defective layer or whether the layer is not-defective, and may provide the indication to AMA controller 2516 of AMA 2502. Armed with the indication, AMA 2502 may then act accordingly under control of AMA controller 2516 or a user/operator, e.g., to take corrective action to remediate a defective layer, if necessary. In this way, UIS 100 may cause a defective layer to be remediated.
At 2618, the above-described layer forming operation 2602 and the individual layer inspection operations 2604-2616 are repeated for next/subsequent layers of component C in order to build-up, inspect, optionally remediate, and store an electronic signature history for the component layer-by-layer during the AM process, until the component is fully formed according to the component model.
Variations of method 2600 may be employed, as described below.
Method 2600 inspects component C with ultrasonic transducers TT and RT positioned generally at position P (as shown in
Method 2600 may be modified as follows to implement the multi-position inspection embodiment (also referred to more simply as “multi-position inspection”). Multi-position inspection performs a first iteration, a second iteration, a third iteration, and so on, of operations 2604-2610 at sequential times t1, t2, t3, and so on, with transducer pairs at a first position P1, a second position P2, and a third position P3, and so on, beneath component C, to produce (e.g., determine) a first measurement of a characteristic (e.g., the ultrasonic signature) at the first position, a second measurement of the characteristic at the second position, a third measurement of the characteristic at the third position, and so on, respectively. The iterations of operations 2604-2610 may be performed concurrently rather than sequentially, for example, in an arrangement in which the multiple transducer pairs belong to multiple respective UISs, one per transducer pair. The multi-position inspection may then determine whether the first measurement, the second measurement, the third measurement, and so on, all match a predetermined (expected) acceptable range of the characteristic (e.g., the ultrasonic signature). If all of the measurements do not match, the multi-position inspection may declare a defective layer, and perform a remediation (e.g., adjust parameters to mitigate the defective layer). Otherwise, the multi-position inspection may declare that the layer is not defective, and remediation is not necessary.
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Another arrangement referred to as “pitch with one, catch with many,” may include transmit transducer TT positioned at a transmit transducer position beneath component C, and multiple receive transducers RTs positioned at respective receive transducer positions near, but spaced-apart from, each other and the transmit transducer position. For example, the transmit transducer TT may be positioned centrally beneath component C, while the multiple receive transducers RTs may be positioned in equally spaced-apart positions surrounding the transmit transducer. In the pitch one, catch with many arrangement, transmit transducer TT transmits the chirp pulse. Then, multiple receive transducers RTs receive, at their respective spaced-apart positions, ultrasonic energy including reflections of the ultrasonic chirp pulse from build plate 2510 and component C.
In summary, in one form, a method is provided comprising: inspecting a layer of a component formed on a build plate using an additive manufacturing process, the inspecting including: delivering to the layer, through the build plate and any intervening layers of the component previously formed on the build plate, an ultrasonic chirp pulse having a frequency that sweeps through a range of frequencies across a chirp bandwidth; receiving from the layer ultrasonic energy including reflections of the ultrasonic chirp pulse delivered to the layer; and processing the ultrasonic energy to produce an ultrasonic signature indicative of a characteristic of the layer and the intervening layers; and repeating the inspecting for each of subsequent layers of the component formed on the build plate according to the additive manufacturing process, to inspect the component layer-by-layer as the component is built-up during the additive manufacturing process.
In summary, in another form, an ultrasonic inspection system (UIS) is provided comprising: an ultrasonic transmit transducer to deliver to a layer of a component formed on a build plate using an additive manufacturing process, through the build plate and any intervening layers of the component previously formed on the build plate, an ultrasonic chirp pulse having a frequency that sweeps through a range of frequencies across a chirp bandwidth; an ultrasonic receive transducer to receive from the layer ultrasonic energy including reflections of the ultrasonic chirp pulse delivered to the layer; and a controller to process the ultrasonic energy to produce an ultrasonic signatures indicative of a characteristic of the layer and the intervening layers; wherein the ultrasonic transmit transducer, the ultrasonic receive transducer, and the controller are configured to repeat respective operations for each of subsequent layers of the component formed on the build plate, to inspect the component layer-by-layer as the component is built up during the additive manufacturing process.
In summary, in yet another form, a non-transitory processor readable medium is provided. The processor readable medium stores instructions that, when executed by a processor, cause the processor to perform the methods described herein.
The above description is intended by way of example only. Various modifications and structural changes may be made therein without departing from the scope of the concepts described herein and within the scope and range of equivalents of the claims.