Apparatus and method for additive manufacturing
11691215 · 2023-07-04
Assignee
Inventors
- Daniel Regulin (Munich, DE)
- Heinz-Ingo Schneider (Baldham, DE)
- Henning Hanebuth (Pliening OT Gelting, DE)
- Markus Kogel-Hollacher (Haibach, DE)
- Thibault Bautze (Munich, DE)
- Christian Staudenmaier (Seltz, DE)
Cpc classification
B33Y10/00
PERFORMING OPERATIONS; TRANSPORTING
B23K26/046
PERFORMING OPERATIONS; TRANSPORTING
B29C64/135
PERFORMING OPERATIONS; TRANSPORTING
B23K26/147
PERFORMING OPERATIONS; TRANSPORTING
B23K26/1476
PERFORMING OPERATIONS; TRANSPORTING
B22F2999/00
PERFORMING OPERATIONS; TRANSPORTING
B23K26/144
PERFORMING OPERATIONS; TRANSPORTING
B29C64/393
PERFORMING OPERATIONS; TRANSPORTING
B33Y50/02
PERFORMING OPERATIONS; TRANSPORTING
B23K26/0344
PERFORMING OPERATIONS; TRANSPORTING
B23K26/1462
PERFORMING OPERATIONS; TRANSPORTING
B23K26/02
PERFORMING OPERATIONS; TRANSPORTING
B33Y30/00
PERFORMING OPERATIONS; TRANSPORTING
B23K26/034
PERFORMING OPERATIONS; TRANSPORTING
B22F10/25
PERFORMING OPERATIONS; TRANSPORTING
B22F2999/00
PERFORMING OPERATIONS; TRANSPORTING
B22F12/90
PERFORMING OPERATIONS; TRANSPORTING
Y02P10/25
GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
International classification
B23K26/03
PERFORMING OPERATIONS; TRANSPORTING
B22F10/25
PERFORMING OPERATIONS; TRANSPORTING
B22F12/90
PERFORMING OPERATIONS; TRANSPORTING
B23K26/02
PERFORMING OPERATIONS; TRANSPORTING
Abstract
The invention relates to a device (100) for an additive manufacture. The device (100) comprises a laser device (110) for machining material using a laser beam (112), said laser device (110) being designed to deflect the laser beam (112) onto a machining region of a workpiece (10); at least one supply device (130) for a supply material, said supply device being designed to supply the supply material to the machining region; and an interferometer (140) which is designed to measure a distance to the workpiece (10) by means of an optical measuring beam (142).
Claims
1. An apparatus for additive manufacturing, the apparatus comprising: a laser apparatus configured for material processing by a laser beam, wherein the laser apparatus is configured to steer the laser beam onto a processing region of a workpiece; at least one supply apparatus for a supply material, the at least one supply apparatus being configured to supply the supply material to the processing region; and an interferometer unit comprising an interferometer, the interferometer being configured to measure a distance to a surface of the workpiece using at least one optical measurement beam, wherein the interferometer is configured to move the at least one optical measurement beam in linear and rotary movements with respect to the laser beam.
2. The apparatus of claim 1, wherein the interferometer unit is configured to determine, using the distance measurement, at least one first physical variable, the at least one determined first physical variable comprising a size of a produced welding bead, a height of the produced welding bead, a position of the produced welding bead, a position of the surface of the workpiece, a topography of the surface of the workpiece, or any combination thereof.
3. The apparatus of claim 2, further comprising capturing means for capturing at least one second physical variable, wherein the at least one captured second physical variable comprises supply flow of the supply material, supply speed of the supply apparatus, laser power, focus diameter of the laser beam, dimension of a melt pool and a temperature of the melt pool, or any combination thereof.
4. The apparatus of claim 3, further comprising a controller configured to: control the laser apparatus based on the distance measured by the interferometer unit, based on the at least one determined first physical variable, based on the at least one captured second physical variable, or based on any combination thereof; control the at least one supply apparatus based on the distance measured by the interferometer unit, based on the at least one determined first physical variable, based on the at least one captured second physical variable, or based on any combination thereof; or control the laser apparatus and the at least one supply apparatus based on the distance measured by the interferometer unit, based on the at least one determined first physical variable, based on the at least one captured second physical variable, or based on any combination thereof.
5. The apparatus of claim 4, wherein the controller is further configured to control the laser apparatus, the at least one supply apparatus, or the laser apparatus and the at least one supply apparatus by closed-loop control of at least one process input variable, and wherein the at least one process input variable comprises a movement direction of the apparatus with respect to the workpiece, a movement speed with respect to the workpiece, a supply speed of the at least one supply apparatus, a supply flow of the supply material, a powder flow speed, a powder amount, a powder composition, a powder supply direction, a wire supply direction, a wire advance speed, an operating distance, a process gas composition, a process gas pressure, a laser focus diameter, a position of an optical axis, a laser focus position, a laser pulse width, the laser power, or any combination thereof.
6. The apparatus of claim 4, wherein the controller is further configured to adjust at least one process input variable such that deviations from a model of the processing region, a welding bead, or an additive manufacturing process are kept below an upper threshold, are minimized, or are kept below the upper threshold and are minimized.
7. The apparatus of claim 1, wherein the interferometer unit is further configured to measure a distance to the processing region, a distance to a region of the workpiece that lies adjacent to the processing region, or the distance to the processing region and the distance to the region of the workpiece that lies adjacent to the processing region.
8. The apparatus of claim 1, wherein the interferometer is a coherence interferometer or a low coherence interferometer, the interferometer is configured to couple the at least one optical measurement beam into a beam path of the laser apparatus, or a combination thereof, or wherein the interferometer comprises a beam path for the at least one optical measurement beam that is separated from the beam path of the laser apparatus.
9. The apparatus of claim 1, wherein the interferometer is configured to provide the at least one optical measurement beam in movable fashion with respect to the laser beam, wherein the interferometer is configured to move the at least one optical measurement beam back and forth in linear fashion or on a circular trajectory between a position in a leading region and a position in a trailing region, or any combination thereof.
10. The apparatus of claim 1, wherein at least one central wavelength of a wavelength range of the at least one optical measurement beam lies at approximately 1550 nm, 1310 nm, 1080 nm, 1030 nm, 830 nm, or any combination thereof.
11. The apparatus of claim 1, wherein the at least one supply apparatus is configured to supply a powder or a wire as the supply material, the at least one supply apparatus comprises an annular jet powder nozzle, a multi jet powder nozzle, or an off-axis powder nozzle, or a combination thereof.
12. The apparatus of claim 1, wherein the apparatus is a laser metal deposition head.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) Exemplary embodiments of the disclosure are illustrated in the figures and described in more detail below. In detail:
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EMBODIMENTS OF THE DISCLOSURE
(15) Provided nothing else is specified, the same reference signs are used below for the same elements and elements with the same effect.
(16)
(17) The apparatus 100 for additive manufacturing comprises a laser apparatus 110 for material processing by means of a processing beam or laser beam 112 (e.g., a laser processing head), the laser apparatus 110 being configured to direct the laser beam 112 onto a processing region of a workpiece 10, at least one supply apparatus 130 for a supply material, which is configured to supply the supply material to the processing region, and an interferometer unit with an interferometer 140, which is configured to measure a distance from the workpiece 10 by means of an optical measurement beam. According to embodiments, the apparatus 100 can be movable along a processing direction 20. The processing direction 20 can be a movement direction of the apparatus 100 with respect to the workpiece 10. In particular, the processing direction can be a horizontal direction.
(18) According to the present invention, an interferometer, such as a low-coherence interferometer, for example, is used for measuring the distance. By way of example, interferometry can be used in the leading region of an LMD process for determining the position of the surface of the workpiece to be processed and/or in the trailing region for measuring the resultant topography of the deposited material. This provides an online sensor technique for exactly measuring the process result in the form of a geometry measurement, as a result of which improved process control and/or open-loop or closed-loop process control can be achieved.
(19) As illustrated in exemplary fashion in
(20) According to embodiments, the apparatus 100 can be used for laser metal deposition (LMD), in which the laser beam 112 and the supply material are used to deposit material on the workpiece 10. As illustrated in
(21) The apparatus 100, and in particular the laser apparatus 110, may comprise a focusing optical unit 120 for focusing the laser beam 112 onto the workpiece 10. The focusing optical unit 120 defines an optical axis. By way of example, the focusing optical unit 120 can be an optical system with a fixed focal length or with a variable focal length (zoom). The focusing optical unit 120 may comprise at least one imaging optical element that defines the optical axis. By way of example, a diverging laser light beam emerging from an optical fiber of the laser apparatus 110 is reshaped into a parallel laser light beam by means of a collimator optical unit, said parallel laser light beam being focused onto the workpiece 10 by a focusing lens.
(22) The interferometer unit is configured to measure by means of the optical measurement beam, which may be a laser beam, a distance from the workpiece 10, for example with respect to a reference point defined by the interferometer 140. The interferometer 140 can be a coherence interferometer and, more particularly, a low-coherence interferometer. Measuring the distance by means of an interferometer is known and will not be explained in any more detail. In particular, the interferometer 140 can be configured to measure a change in distance while the apparatus 100 is moved along the processing direction 20 and/or while the measurement beam is moved over the surface of the workpiece. By way of example, this can implement a topography measurement.
(23) According to embodiments that can be combined with other embodiments described herein, the interferometer unit is configured to measure a distance from the processing region. By way of example, a topography measurement can be carried out trailing the determination of the geometry of the region processed by the apparatus, such as a deposited welding bead. According to embodiments, the topography measurement can be used for detecting faults and/or closed-loop control of one or more process input variables. By way of example, the process input variables can be a powder flow, a wire advance, a process speed, a laser power, an operating distance, etc.
(24) In some embodiments, the interferometer unit can be configured to measure a distance from a region of the workpiece 10 that lies adjacent to the processing region. The region can be an unprocessed surface of the workpiece 10. By way of example, a topography measurement in the leading region (e.g., a z-position of the workpiece surface) can be used as a reference measurement and/or for process guidance.
(25) The sensor system of the present disclosure is based on interferometry, such as low-coherence interferometry, for example. To this end, a measurement beam is provided off axis in static or movable fashion by the interferometer. Alternatively, the measurement beam provided by the interferometer is coupled into the optical beam path of the processing laser and overlaid into the interaction zone coaxially or virtually coaxially in static or movable fashion.
(26) In some embodiments, the interferometer 140 may comprise a beam path for the optical measurement beam that is separate from the beam path of the laser apparatus 110. In some embodiments, the interferometer 140 can be configured to direct the optical measurement beam onto the workpiece 10 in tilted or angled fashion with respect to the optical axis of the laser apparatus 110. By way of example, the interferometer 140 may comprise an off-axis beam path for the optical measurement beam that is separate from the beam path of the laser apparatus 110, with an angled incidence of the optical measurement beam being able to be implemented in the trailing region, for example. A measurement of the height of the deposited welding bead may be implemented, wherein the interferometer 140 may be statically positioned in the trailing region. In further embodiments, the topography can be measured, for example by means of a 1D or 2D oscillation in the trailing region. According to further embodiments, the interferometer 140 can be configured to couple the optical measurement beam into a beam path of the laser apparatus 110. The optical measurement beam can be substantially coaxial to the laser beam 112. In some embodiments, the at least one supply apparatus 130 is configured to output a powder jet as supply material.
(27) The distance measurement can be implemented by the interferometer unit by means of a static or movable optical measurement beam, for example by means of a measurement beam that rotates about the processing laser or the laser beam 112 or that has any desired deflection with respect to an optical axis of the laser apparatus. As a result of this, the height of the deposited welding bead can be measured, wherein the interferometer or the optical measurement beam may be positioned statically in the trailing region (unidirectionally, e.g. along the processing direction 20). In further embodiments, there can be a measurement of, e.g., the main material and/or application height in the leading and/or trailing region (e.g., statically positioned; unidirectionally along the processing direction 20). Alternatively, the topography can be measured (e.g., rotating by scanner; multi-directionally). Optionally, the powder density can be measured (“disturbance” of the optical measurement signal by the powder flow).
(28) According to embodiments that can be combined with other embodiments described here, the apparatus 100 further comprises a controller that is configured to carry out open-loop and/or closed-loop control of the laser apparatus 110 and/or the at least one supply apparatus 130 on the basis of the distance measured by the interferometer. The open-loop control can be implemented on the basis of interferometry carried out in the leading region and/or trailing region.
(29) Typically, process control and/or process guidance can be implemented on the basis of the distance measured by the interferometer. By way of example, a processing speed, a laser power, a laser focus and/or operational parameters of the supply apparatus, such as a powder flow or a wire advance, can be controlled or set on the basis of the interferometry. As an alternative or in addition thereto, the interferometry can be carried out for quality control of the region processed by the apparatus, e.g., a deposited welding bead.
(30) According to embodiments that can be combined with other embodiments described herein, the at least one supply apparatus 130 is selected from a group consisting of an annular jet powder nozzle, a multi-jet powder nozzle and an off-axis powder nozzle.
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(32) In some embodiments, the interferometer 140 can be configured to provide the optical measurement beam in movable or dynamic fashion with respect to the laser beam 112. In particular, the interferometer 140 can be configured to rotate the optical measurement beam around the laser beam 112. The optical measurement beam can scan a two-dimensional contour, such as a circular contour, for example, on the workpiece 10. As a result of this, the topography of the deposited welding bead, for example, can be measured.
(33) The apparatus 200 and, in particular, the interferometer 140 may comprise a drive 210 that is configured to move or scan the optical measurement beam over the workpiece. Typically, the interferometer 140 comprises one or more optical elements such as lenses, mirrors or wedge plates that deflect the optical measurement beam in order to direct the latter onto the workpiece 10. At least one optical element of the one or more optical elements may be movable in order to move or scan the optical measurement beam over the workpiece 10. Alternatively, the drive can be a mechanical drive, e.g., a rotary drive, that moves the interferometer 140 in order to move or scan the optical measurement beam over the workpiece 10.
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(35) The apparatus 300 comprises an annular jet powder nozzle 330. In particular, the annular jet powder nozzle 330 can be configured to output a powder jet as supply material. The optical measurement beam 142 can be substantially coaxial or inclined with respect to the laser beam 112. The powder jet 134 can be directed onto a first point or a first region outside of the annular jet powder nozzle 330, which may be on or above the processing region of the workpiece. The laser beam 112 can be directed on a second point (e.g., a focal point) or second region outside of the annular jet powder nozzle 330, which may be on the processing region.
(36) The first point and the second point can overlap or can be spaced apart. As shown in the example of
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(38) The apparatus 400 comprises the annular jet powder nozzle 330, as described with reference to
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(40) The apparatus 500 comprises a multi-jet powder nozzle 530. The multi-jet powder nozzle 530 may comprise at least two powder nozzles 532, which are configured to each supply a powder jet to the processing region on the workpiece. Typically, the multi-jet powder nozzle 530 comprises four powder nozzles 532, which are arranged at an angle with respect to one another.
(41) As shown in
(42) The first point and the second point can overlap or can be spaced apart. As shown in the example of
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(44) The apparatus 600 comprises the multi-jet powder nozzle 530, as described with reference to
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(46) According to embodiments that can be combined with other embodiments described herein, the at least one supply apparatus 730 is configured to output a wire 731 as supply material. The wire 731 can be a metal wire, for example.
(47) The optical measurement beam 742 can be provided off axis or substantially coaxial with respect to the laser beam. An off-axis measurement beam, which is provided in a separate beam path (e.g., oblique incidence in the trailing region), can be used to carry out a measurement of the topography, for example by way of a 1D or 2D oscillation in the trailing region. In the case of the beam-coaxial configuration, the height of the deposited welding bead can be measured, wherein the interferometer 740 can be positioned statically in the trailing region (unidirectionally, e.g., along the processing direction). Moreover, the topography can be measured for example using at least two rotatably mounted wedge plates 744 (multi-directionally) in the case of a dynamic or movable configuration. Here, the optical measurement beam 742 is split into two partial beams by the two wedge plates 744. As a result, one of the partial beams can be moved in the leading region and one can be moved in the trailing region in each case, for example, such that the topography is captured in both regions at the same time.
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(49) In step 810, the method comprises steering a laser beam onto a processing region of a workpiece and supplying a supply material to the processing region. In step 820, the method further comprises measuring a distance from the workpiece using an interferometer unit that comprises an interferometer.
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(51) In the embodiments of the present invention, the optical measurement beams 142 can have at least one of the following central wavelengths: 1550 nm, 1310 nm, 1080 nm, 1030 nm and 830 nm.
(52) The further method 1010 according to the invention for additive laser metal deposition, shown in
(53) In the method, an intended component height is derived from a CAD model of the component 1020 and a layer height 1040 for depositing a layer by means of laser metal deposition is determined on the basis of a CAM model for manufacturing the component 1020. The layer height 1040 forms a controlled variable of the method 1010 according to the invention.
(54) This controlled variable is transferred to a controller 1050, which determines a set of process parameters 1060 for laser metal deposition from the intended layer height 1040, said process parameters serving as manipulated variables of the method 1010 according to the invention. In the illustrated exemplary embodiment, the process parameters 1060 comprise a power of a light 1065 of the laser 1030 and a position of a focus of the laser 1030 and a material flow of a powdery welding material 1070 through a nozzle 1080 of a process head 1090 of the manufacturing device 1035 according to the invention.
(55) The component 1020 is welded by means of laser metal deposition 1095 using this set of process parameters 1060. An actual height 1096 of the layer emerges during the laser metal deposition 1095, said actual height being ascertained by way of the distance between the nozzle 1080 of the process head 1090 and the component 1020. An optical coherence tomography device 1097 is used for ascertaining this, the former being used to couple a measurement light 2100 of a light source 2110 of the coherence tomography device into the beam path 2115 of the laser 1030, serving to manufacture the component 1020 during laser metal deposition 1095, in the process head 1090. Here, the light of the laser 1030 and the measurement light 2100 are in each case combined by means of a partly transmissive mirror 2117 toward the nozzle 1080 in the downstream direction of the light 1065 of the laser 1030 and separated from the nozzle 1080 in the upstream direction of the light 1065 of the laser 1030. The light of the laser 1030 and the measurement light 2100 do not spectrally coincide, and so the measurement light 2100 can be evaluated largely undisturbed by components of the light of the laser 1030. Reflections of the measurement light 2100 of the light source 2110, occurring during the laser metal deposition, return into the beam path 2115 in the process head 1090. In the process head 1090, the reflections are decoupled and interferometrically compared to the measurement light 2100 of the light source 2110 originally fed into the process head 1090. The distance is obtained from this comparison. The coherence tomography device 1097 and the optical beam path 2115 contained in the process head 1090, including the optical elements situated in the beam path 2115, form a distance sensor within the scope of the interaction. This distance sensor is known per se and known as an in-process-depth-meter by Precitec GmbH for other welding processes than the ones specified here, specifically for laser welding, and is described in document DE10 102014 011 569 A1.
(56) The use of this distance sensor requires filtering of the distance signals received: this is because, in contrast to the already known use of the above-described distance sensor in laser welding methods, the use of the distance sensor for laser metal deposition requires the influence of powdery welding material 1070 be taken into account, said powdery welding material emerging from the nozzle 1080 and being deposited on the component 1020 and blocking some of the optical signal of the distance sensor. This is because this welding material 1070 absorbs a large part of the measurement light 2100 of the light source 2110 of the coherence tomography device 1097. Filtering the distance signals therefore ensures the robustness of the method according to the invention.
(57) For filtering purposes, all captured distance values are initially recorded along a time window, 20 milliseconds in the present case, 4 milliseconds in further exemplary embodiments not separately illustrated here. Subsequently, a filter value is determined from these captured distance values, said filter value being applied to temporally successive time windows of the same time duration of 20 milliseconds (or 4 milliseconds in further exemplary embodiments). If the laser 1030 is deactivated, only one-sided scattering occurs such that use is made here of a maximum filter, which filters out the greatest measured distance values as a measure for the actual distance. If an analysis of the measured distance values within a time window yields that two-sided scattering occurs, the distance value that unifies most measurement data is thus considered; i.e., the measurement data are subjected to filtering according to the most frequent value in the distribution of the distance values, i.e., to a “mode filter”. This filtering takes account of the fact that the distance value with the highest density of measurement data reliably specifies the distance from the melt pool.
(58) The actual height 1096 of the layer deposited by means of laser metal deposition is obtained from the distance obtained thus.
(59) Further physical variables of the laser metal deposition can moreover be captured within the scope of the method according to the invention: thus, the temperature of a melt pool 2140 arising during laser metal deposition can additionally be determined. To this end, the melt pool 2140 is observed by means of a CCD camera 2150, for example, of the manufacturing device 1035. For the purposes of observing the melt pool 2140, some of the light reaching the optical beam path 2115 of the processing head 1090 through the nozzle 1080 from the melt pool 2140 is decoupled using a partly transmissive mirror 2145 and imaged onto the CCD camera 2150. The CCD camera 2150 is connected to an evaluation device 2155 of the manufacturing device 1035. By way of an algorithm, the evaluation device 2155 evaluates the image of the melt pool 2140, captured by means of the CCD camera 2150, and determines a mean diameter of the melt pool 2140. The evaluation device 2155 receives calibration data, by means of which the temperature of the melt pool 2140 is deduced from the mean diameter of the melt pool 2140.
(60) The CCD camera 2150 and the evaluation device 2155 are housed in integrally manageable fashion in the processing head 1090, i.e., integrally manageable together with the processing head 1090, such that the processing head 1090 and its housing (not illustrated in
(61) Additionally, a material flow, kept constant, of the powdery welding material 1070 through the nozzle 1080 can be captured. The material flow is kept constant since it has a long delay time that restricts the use of a faster process feedback. A powder sensor 2160 in a powder supply line 2165 in the processing head 1090 observes the current material flow of the welding material 1070 and captures the latter as a volume flow. Capturing the volume flow facilitates an adaptation of the manufacturing process on account of changes in the volume flow of the welding material 1070 by adjusting the process parameters 1060. The powder sensor 2160 used in the illustrated exemplary embodiment is an optical flow meter that ascertains the component of the area of the cross section of an output of a powder conveyor (not shown in detail in the drawing) that is taken up by the powdery welding material 1070. The powder conveyor is arranged in the processing head 1090 for feeding the nozzle 1080 with welding material 1070 such that the welding material 1070 reaches the nozzle 1080 in a manner known per se for laser metal deposition and can be deposited on the component 1020.
(62) A quadratic function of the volume flow is proportional in this case to the component of the area of the cross section of the output of the powder conveyor taken up by the powdery welding material 1070. Here, the volume flow of the welding material 1070 is taken into account by the controller 1050 in order to truly realize the intended geometry of the component 1020 during laser metal deposition 1095.
(63) In the shown exemplary embodiment, the controller 1050 is realized as a PC system. As an alternative or in addition thereto, the controller 1050 can be embodied as a CNC controller in further exemplary embodiments, which incidentally correspond to the illustrated exemplary embodiment. Additional external hardware and software control devices are dispensable in this further exemplary embodiment. Here, process sensors are linked directly to the CNC controller by means of a fast bus interface.
(64) Depending on the physical variables captured above, i.e., the actual height 1096 of the layer, the temperature of the melt pool 2140 and/or the volume flow of the welding material 1070, the controller 1050 ascertains an adapted set of process parameters 1060 for laser metal deposition 1095. The process parameters are adapted in such a way that geometric deviations of the component 1020 manufactured by means of laser metal deposition 1095 are minimized such that possible deviations occur below a set tolerance threshold. Accordingly, the component 1020 is manufactured in reliable and robust fashion.
(65) The supply material is a powder or wire according to embodiments that can be combined with other embodiments described here. In particular, the method can be a method for laser metal deposition (LMD).
(66) According to the present disclosure, laser-based additive manufacturing (on powder or wire basis) is provided in combination with a sensor system on the basis of interferometry (static or dynamic deflection) for process monitoring and/or process guidance on the basis of the measurement of geometric distances and topographies in or around the interaction zone between processing laser and workpiece.
(67) By way of example, the optical measurement beam can be radiated-in in static fashion or move in precise and highly dynamic fashion through a laser metal deposition head, either through the powder flow (powder deposition welding) or past the wire, such that sequential or parallel measurement tasks can be carried out. A measurement task can be a topography measurement in the leading region (z-position of the workpiece surface) as a reference measurement or for process guidance. A further measurement task can be a topography measurement in the trailing region for determining the geometry of the deposited welding bead, for example for fault detection. The measurement results can be used for closed-loop control of process input variables (e.g., laser power, powder flow, wire advance, process speed).