Abstract:
A technique for automated online inspection of manufacture of a fibre reinforced polymer composite part during automated ribbon placement (e.g. ATL or AFP) uses interferometric inspection (e.g. OCT) to detect deviations from a planned lay-up for the part, to identify defects. On line, real-time inspection (i.e. on-the-fly) is demonstrated, and edge type defects and whole surface defects are identifiable. A sensor is demonstrated that does not extend a working envelope of the robotic head used for rib bon placement.

Description:
FIELD OF THE INVENTION 
       [0001]    The present invention relates in general to the automated inspection of automated ribbon placement, and in particular to on-line, real-time automated monitoring of deposition of ribbons of fibres (including prepreg tows, and slit or whole tapes), by a robotic ribbon placement machine, such as an automated tape layup or automated fibre placement machine. 
       BACKGROUND OF THE INVENTION 
       [0002]    Polymer matrix composites (or Fibre Reinforced Polymers FRP) are commercially important materials because of their stiffness, strength, and lightness, because of a suite of design and manufacturing techniques that allow for engineering of optimal weight for a desired strength and stiffness at each point on a part, even if the part has a complex geometry, or a very large size. Parts having complex shapes and large structural parts, such as a fuselage or wing of an aircraft, rotors of helicopters, and airfoils for wind turbines, are formed of such composite materials. 
         [0003]    One major development in this field has been the automation of ribbon placement. Prior to that development, fibre layup was performed manually, requiring many touch hours to produce large parts. Automated ribbon placement (ARP) provides more consistent parts by providing laborious tasks with robotics. Two well-known examples of automated ribbon placement are termed Automatic Fibre Placement (AFP also known as Advanced Fibre Placement), and Automatic Tape Layup (ATL). Herein automated ribbon placement covers these and like techniques that involve applying a ribbon of oriented fibres that are unified (e.g., with a polymer resin, such as epoxy or PEEK to define a prepreg), where the application is accomplished by: placing the ribbon(s) against a surface of a mandrel, tooling, or mold face (or a previously deposited material thereon) by pressing the ribbon(s) against the surface; all the while having a cutter in place to cut the ribbon (or the ribbons, either individually, or jointly) at any point during the laying, while moving the ribbon(s) with respect to the surface to guide the deposition in a desired pattern on the surface. Preferably the ribbons are treated for example to soften or tackify them prior to the pressing, to improve adhesion of the ribbon or increase its conformability. A robot with an end effector (head) may perform all of these functions, treatment, pressing, cutting, and include at least part of a ribbon feed system, as in the case of the various commercially available AFP and ATL robotic heads, although this is not necessary. Herein AFP head, ATL head, and ARP head are robotic end effectors, adapted to be mounted to a kinematic machine with at least 3 degrees of freedom (DoF) that is controlled electronically (hereinafter referred to as a robot) so that the robot can control a trajectory of the head (position, orientation, velocity) and a force applied to consolidate the composite part being built. 
         [0004]    The robotic placement is a huge advance, permitting deposition according to a Computer Aided Design (CAD) of the part. The technique is very cost effective, and deposition of fibre ribbon encompassing widths as large as 16 inches can be currently done at a speed up to 2000 inches per minute (50 metres per minute or about 1 metre per second). 
         [0005]    It is therefore not surprising that, according to Wikipedia, half (by weight) of large commercial aircraft (Airbus A350 XWB, Boeing 787 Dreamliner) that are currently being produced are carbon fibre-reinforced polymer composites. 
         [0006]    Although deposition is very efficient, stringent requirements that products be free of defects, greatly impede the efficiency of the over-all process that includes quality assurance (QA), and documentation of the process. Some flaws do occur during the layup. Some of these defects could be significant, either individually or by their number or density. In such cases the manufactured part has to be repaired or rejected. Possible defects include the following: an unwanted gap or overlap between adjacent ribbons; a missing ribbon; a twisted or folded ribbon; a protruding and loose ribbon; inaccurate start and stop locations of ribbons; a foreign object or debris; or an adhesive droplet at the surface, for example. The potential for such defects require inspection by an operator after each ply is deposited. It is known to use hand-held scanners (see U.S. Pat. No. 5,963,660), and magnifying glasses for manual inspection of layers of tows in automated layup systems. 
         [0007]    There is no currently available on-line or on-the-fly inspection system capable of inspecting and detecting these defects during the lay-up to eliminate the time consuming and labor intensive visual inspection. The costs of QA are a substantial fraction of the costs of the parts, representing over ¼ of the cost of the product. The same Wikipedia page states that while much of these aircraft are made of the CFRP: “ . . . many delays have pushed order delivery dates back because of problems with the manufacturing of these parts. Many aircraft that use CFRP have experienced delays with delivery dates due to the relatively new processes used to make CFRP components . . . ”. The delays are attributable to QA, as the time taken by robots to lay-up ribbons is small. 
         [0008]    The National Center for Defense Manufacturing and Machining (NCDMM) of USA selected Ingersoll Machine Tools as its partner on an Air Force Research Laboratory project (public release by NCDMM May 16, 2013). Later, the company ATK was selected to be associated with a phase 2 of the project (public release on Feb. 27, 2014 by Camozzi Machine Tools). Both documents espouse that inspection with an automated system would occur in real-time, while the composite structure is being fabricated, and the system can electronically document and track defects. The only system currently available for on-line or on-the-fly inspection, is upstream of the deposition. The system is called Real Time Inspection System (RTIS). It inspects the tows before being laid down using a Laser light section sensor (public release on Mar. 8 2013 by Camozzi Machine Tools). The contrast between the surface of the tows and a white background makes it relatively easy to identify tow defects such as, twists, breaks, splices, and tows out of tolerance. While this is real-time inspection, there are a host of deposition flaws that cannot be monitored in this way (gaps, overlaps, incorrect start or end of tow), as the measurements are not made with respect to the deposited surface, but with respect to the tow before deposition. It is rather difficult to obtain a surface topography with a carbon black tow on a carbon black background (other tows), especially at the speed at which tows can be laid down with commercially available machines. 
         [0009]    U.S. Pat. No. 7,835,567 also to Ingersoll Machine Tools teaches an image-based system for on-line imaging and defect detection. This invention is about comparing virtual and visual images to detect defects. The patent states that “the invention may be practiced with a variety of different types of vision capture sensors, including: laser sensors; cameras; two dimensional and three dimensional sensors; scanners; etc. The patent specifically illustrates an exemplary embodiment of the vision capture element mounted directly on a fibre placement machine, in close proximity to a compaction roller of the fiber placement head. The compaction roller is not illustrated, denying any sense of how “close”. The vision capture element utilizes a spread beam, which provides a two dimension linear profile image of a portion of the composite structure. 
         [0010]    The statement that a variety of vision capture elements can be used in the practice of that invention to the stated purpose of determining proper formation of the structure with comparison of the visual image with the virtual image, is false. To Applicants knowledge, no demonstration of camera-based image detection has been shown to be possible in real-time, regardless of illumination system used. Applicant has also found that laser triangulation is generally not a sensitive enough technique, on a black background and is difficult to interpret. Even if the sensitivity and interpretation issues could be resolved, triangulation systems (which are the imaging systems most frequently used in this art) require a separation of source and detectors making these systems inherently bulky. This issue is not shown (a relatively tiny vision capture element is schematically shown) or addressed in U.S. Pat. No. 7,835,567. Incorporating a compact laser triangulation system onto an ARP head without limiting the mobility of the placement machine would present a formidable challenge. There is no teaching or suggestion in the application or available at the date of this patent of any sensor system that can fulfill the requirements. 
         [0011]    Furthermore, 5 years after the filing of U.S. Pat. No. 7,835,567, Jan. 18, 2012, Ingersoll Machine Tools submits a proposal for on tool inspection of automated composite material placement. Section 2.6.1 compares inspection on-the-fly versus post layup inspection. It is acknowledged that on-the-fly is the most desirable since it does not slow the manufacturing process, but because it requires the inspection hardware to be mounted on the placement head, it increases its mechanical envelope, which could cause collisions for deposition on complex parts. Ingersoll Machine Tools considers only laser-based triangulation systems, which, as mentioned above, are rather bulky and cannot in practice probe close to a compaction roller. This causes many difficulties for highly contoured parts. As a consequence Ingersoll Machine Tools specifically recommend not performing on-the-fly measurement of the deposited tows, but rather suggest post layup inspection with a robotic arm mounted on the AFP machine, or a separate metrology system. This approach, although a notable improvement compared to visual inspection, has the drawback that it still significantly slows down the process, since each deposited layer has to be inspected before the next one could be deposited. 
         [0012]    Researchers at Aachen University (published article in 2010 SPIE Conference proceedings) have used laser triangulation to scan a surface of a mold to generate the exact mold geometry prior to tape deposition. Furthermore, they suggest two laser line triangulation systems (one before the pressure roller to detect edges of the last-deposited tow, and one after the pressure roller to identify gaps, etc. in the newly laid tow). The former appears to be the subject of EP2639048. This paper teaches a technique to distinguish the location of the tape edges after deposition by using a data fitting algorithm. Demonstration of the process was performed as an off-line process with a camera and laser that are advantageously positioned to this effect. 
         [0013]    There are several unnoted disadvantages with this system, mostly due to the bulkiness of the sensor that is necessary given the separation of the camera and laser (required by laser triangulation systems), and also because of the speed at which a laser line scanner can acquire data (p. 8 notes a 5 ms exposure time is required to acquire sharp images, which corresponds to nearly 5 mm of translation at typical operating speed). The arrangement of the laser is shown perpendicular to the surface, which is ideal for a bright illumination, but may be problematic for operation of currently operated ribbon placement heads. Note that a sensor device as shown in  FIG. 3 b    presents a considerable encumbrance for operators because the whole sensor box juts out of the head in a way that risks being damaged if the tows were not planar (as shown). The jutting out of the sensor requires a substantial change in the working envelope of the head, and a substantial narrowing of the range of processes (tooling configurations) the head can perform, as collision with the head must be avoided, which will be a serious limitation for building up complex geometries. Despite the conclusion that it is possible to measure prepreg tape deposition accurately and quickly enough for in-process contour scanning using the triangulation process (with a relatively high uncertainty for optically challenging materials) and the statement that metrology is the key to an economically feasible industrialization of FRP in serial production, since 2010 Applicant finds little evidence of advance to this end. 
         [0014]    Applicant notes that a substantially more recent publication from Germany Krombholz et al. 2013 suggests that a sensor-based process to control and monitor the layup quality in a fibre placement production hasn&#39;t been realized yet, citing poor accessibility during draping processes with optical measurement systems. The paper presents a “sensor concept”. The suggestion is that a “much higher resolution” laser light section sensor (presumably than the forerun sensor) is stated to be used to determine edge contours of tows as they are deposited, although no description of any sensor technology that can accomplish this task is explained or presented, no image of such a sensor is provided, and no evidence is provided that any solution to this problem is overcome by the sensor concept. 
         [0015]    U.S. Pat. No. 6,871,684 to Engelbart et al. teaches a system for identifying defects in a composite structure. The system is on-line in that it produces one or more images during the deposition, and allows for variation of illumination or field of view during the deposition. The use of two or more light sources optimally arranged for a particular imaging task, and infrared light sources are particularly mentioned. Engelbart et al. indicate that if the composite structure is not planar, the inspection should be as close to the pressure roller as possible, and if the composite is planar the inspection point can be located further from the pressure roller. The illumination system added to the ARP head is shown positioned to be satisfactory for flat ( FIG. 1 ) or singly curved convex contoured parts ( FIGS. 4,5 ) but would be incompatible with doubly curved parts or concave parts if deposition of tows is allowed in any direction. The system will therefore impose new limits on the conflict-free operating limits or envelope of the placement machine. It is unclear: how much design work is required to modify an illumination system for each change in part; how accurately edges or defects can be detected with these systems; and how rugged such systems can be in practical industrial settings, where ambient lighting varies, and vibrations are induced. Since 2005, this system does not appear to have been commercialized. 
         [0016]    In a disparate field, optical coherence tomography OCT has been known, at least for the last 25 years, to be used for profilometry, in one form or another. A very high precision (as good as 50 nm) multi-interface profilometry was demonstrated for the dynamic monitoring of roughness formation in varnish drying applications using OCT profilometry by Lawman et al. Lawman notes that no anti-vibration devices were required, which may not be surprising given that the work was performed in a laboratory. Given the noise, the challenges with deposition angles available on ribbon placement heads, and the optical properties of composite parts formed by ribbon placement, it was not obvious that OCT profilometry could be effective for measuring topography of such surfaces at a rate that is fast enough, and with sufficient accuracy, to allow for monitoring of automatic ribbon placement. 
         [0017]    Accordingly there is a need in the art for a technique for inspecting automatic ribbon placement during the deposition of the ribbon, where it is applied on a surface of a composite part. Thus the inspection is on-line and on-the-fly. The need is especially strong for inspecting optically challenging materials, by mounting a sensor to an ARP head without extending the head&#39;s envelope, or reducing an operating speed of the deposition and the whole manufacturing process. 
       SUMMARY OF THE INVENTION 
       [0018]    Applicant has surprisingly discovered that OCT profilometry produces enough useful topographical information, quickly enough during the manufacturing process, even at a range of incidence angles, for automated inspection of ribbon deposition and identification of defects. The profilometry has been demonstrated on CFRP surface, which is notoriously difficult because of its high absorption and the similarity of the under layers with the newly deposited ribbon. The OCT profilometry sensor probes can be substantially more compact than laser triangulation sensors, and can be added to heads with no or minimal extension of the head envelope. Applicant has demonstrated operation of an AFP robotic head, with sufficient inspection data to verify ribbon placement without slowing the automated layup process. 
         [0019]    Accordingly, an automated process for online monitoring of Automated Ribbon Placement ARP is provided. The process involves: feeding a ribbon while providing robotic control to move an applicator against a previously deposited layer composed of one or more ribbons, to press the ribbon against the layer to build up a fibre reinforced composite; scanning a beam of light across a surface of the ribbon at a first location of the ribbon after the pressing, while the same ribbon is being pressed on the layer at a second location, the beam illuminating a spot on the surface; collecting light scattered from the spot to obtain a sample beam; directing the sample beam and a reference beam onto a photodetector, to obtain an electrical interference signal; receiving a plurality of the electrical interference signals that characterizes a topography of the deposited ribbon on the surface; and processing the plurality of the electrical interference signals to identify whether a deviation from a planned lay-up of the ribbon is manifest. 
         [0020]    Collecting the scattered light may involve collecting back-reflected light from the first location. Scanning the beam and collecting the light may be jointly performed by an optical device mounted to a robotic head that includes the applicator. The optical device may be statically mounted to the robotic head, whereby the first and second locations have constant separation except for a bounded variation caused by a tilting of the robotic head, and the optical device is centered on the ribbon except for a bounded variation caused by a steering of the ribbon. Alternatively a mechanism may be provided for moving a probe mounted to the robotic head relative to the robotic head, for example to improve an alignment of the image. 
         [0021]    Scanning preferably further includes line scanning the spatial illumination pattern in a direction that is generally transverse to the ribbon, whereby, in each cycle of the line scan, the spatial illumination pattern illuminates at least part of a width the ribbon including at least one edge thereof. 
         [0022]    Processing the interference signals may involve comparing a topographical map of the surface of the part with a Computer Aided Design CAD specification of how the part is to be built up. Processing the interference signals may be based on the processing of a single scan, a combination of successive scans, or a combination of scans on adjacent regions. 
         [0023]    The electrical interference signal may include tomographic and topographic information that collectively characterize the topography of the surface and the ribbon. The electrical interference signal may be a SS-OCT signal, and may use balanced detection. 
         [0024]    The ribbon may be composed of high absorption, carbon-fibres. 
         [0025]    Also, accordingly, an automated process for online monitoring of Automated Ribbon Placement (ARP) is provided. The process involving pressing a ribbon against a previously deposited layer composed of one or more ribbons to build up a fibre reinforced composite part; obtaining an optical coherence tomography (OCT) profilometry signal that characterizes a topography of the deposited ribbon while the same ribbon is being pressed on the layer at a different location on the part; and processing the signal to identify whether a deviation from a planned lay-up of the ribbon is manifest. 
         [0026]    Also, accordingly, an apparatus for online monitoring of Automated Ribbon Placement (ARP) is provided. The apparatus includes an interferometric topographic sensor including a probe mounted to the ARP head, and positioned to inspect a ribbon after deposition by the ARP head, and to output a coherence scanning interferometric signal that characterizes a topography of the ribbon after pressing; and a processor adapted to: receive the coherence scanning interferometric signal, process the signal to determine whether a planned lay-up is defect free; and in the event that a defect is identified, issue a digital signal for remedial action. 
         [0027]    The apparatus may further include the ARP head that has at least a part of a ribbon supply for feeding a ribbon composed of a carbon fiber reinforced polymer (CFRP); a ribbon cutter for cutting the ribbon fed through the part of the ribbon supply; and an applicator for pressing the fed ribbon against a tooling to build up a CFRP composite part, under a control and guidance of the robot. 
         [0028]    The interferometric topographic sensor may be an OCT sensor with a sampling rate above 50 KHz, with a scan depth of at least 1 cm. The interferometric topographic sensor may be a Swept Source OCT sensor. 
         [0029]    Also accordingly, a kit for adapting an Automated Ribbon Placement ARP head for online monitoring is provided. The kit includes an interferometric topographic sensor adapted to generate an electronic interferometric signal; at least one of instructions and mounting supplies for mounting the sensor to the AFP head at a position and orientation to record a topography of a surface of a ribbon after deposition; and program instructions that, run on a processor enables to processor to: process the interferometric signal in real-time to obtain topographical information characterizing the ribbon after deposition; and use the topographical information to determine whether a planned lay-up is being executed flawlessly, or whether a defect is present. 
         [0030]    The kit may further include the ARP head, which has at least a part of a ribbon supply for feeding a ribbon composed of a carbon fiber reinforced polymer (CFRP), a ribbon cutter for cutting the ribbon fed through the part of the ribbon supply; and an applicator for pressing the fed ribbon against a tooling to build up a CFRP composite part, under a control and guidance of the robot. The interferometric topographic sensor may be an OCT sensor with a sampling rate above 50 KHz, that can traverse a distance of at least 1 cm per second. The interferometric topographic sensor may be a Swept Source OCT sensor. 
         [0031]    Also accordingly, a method for automated online inspection of manufacturing of a fibre reinforced polymer composite part during Automated Ribbon Placement (ARP) is provided. In accordance with the method: a light beam from a light source is scanned over a surface of the part where a first location of a ribbon has been pressed against the part to build up the part, while a second location of the ribbon is being pressed against the part; and light scattered by the surface is collected along the direction of the light beam and processed in real-time to detect deviations from a planned lay-up for the part, to identify defects, whereby identified defects can be used for quality assessment and control of the ARP. 
         [0032]    The real-time processing may involve applying interferometry to produce a surface topography of the part including an edge of the ribbon at the first location, by directing the collected scattered light to interfere with a reference beam, and detecting an interference pattern with a photodector in accordance with Optical Coherence Tomography, low-coherence interferometry, or white-light interferometry. 
         [0033]    The real-time process may include a determination of a light power scattered by the surface. The reference beam may be from the light source, or from a second source of illumination. The scattered light may be collected with either a same, or a different, optical setup that is used to scan the light beam optical setup. 
         [0034]    The real-time process may use undifferentiated tomographic and topographic data to detect the deviations. The defects to be identified may be one of the following: a gap between adjacent ribbons; an overlap between adjacent ribbons; a missing ribbon; a twisted ribbon; a folded ribbon; a protruding or loose ribbon lacking adherence to the part; a protruding ribbon that does not fill a radius of a concave region; a wrong location of a start or end of a ribbon; a splice along a ribbon; a foreign object or debris at the surface; or an adhesive droplet at the surface. 
         [0035]    The planned layup may be defined by a computer aided design CAD drawing of the part at the stage in production, and quality assessment may include a comparison of the surface topography with the expected CAD drawing. 
         [0036]    Controlling the ARP may involve identifying a particular defect and applying a corrective measure associated with the identified defect. 
         [0037]    Scanning the beam of light over the surface may involve moving an optical device mounted to a robotic head that performs the pressing, whereby the optical device emits the illumination at a fixed distance behind an applicator of the robotic head that performs the pressing. Scanning the beam may further involve line scanning in a direction generally transverse to the ribbon, the line scanning being provided by a galvanometer, a MEMS, a rotating polygon, or a resonant scanner. The line scanning may be provided in several sections and all the sections may be combined to provide a line scan over a broader width. 
         [0038]    The light beam may be kept within 100 mm or 1 diameter of a pressure roller of the ARP head from the pressure roller, or from ⅓ to 3 times a radius of the pressure roller, more preferably from 2/5-5/2 the radius, and more preferably from half to twice the radius. The light beam may have an angle of incidence on the surface of 0-75°, more preferably 20-70°, more preferably 30-60°, more preferably 40-55°. 
         [0039]    Further features of the invention will be described or will become apparent in the course of the following detailed description. 
     
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         [0040]    In order that the invention may be more clearly understood, embodiments thereof will now be described in detail by way of example, with reference to the accompanying drawings, in which: 
           [0041]      FIG. 1  is a schematic process flow diagram showing principal steps in a distributed process in accordance with an embodiment of the present invention; 
           [0042]      FIG. 2  is a schematic illustration of an apparatus in accordance with an embodiment of the present invention, mounted to an ARP head; 
           [0043]      FIG. 3  is a schematic illustration of an example of an OCT system in accordance with the present invention; 
           [0044]      FIGS. 4A ,B,C,D,E are schematic illustrations of examples of OCT probes in accordance with the present invention, featuring respectively: a galvanometer mirror; a polygon mirror with two illumination subsystems; a small displacement actuated mirror and a bi-telecentric lens; a linear displacement motor with a mirror and lens arrangement; and a MEMS mirror with a F-theta lens or a F-theta telecentric lens; 
           [0045]      FIGS. 5A ,B,C are schematic illustrations of scan patterns of single, double and triple OCT probe arrangements; 
           [0046]      FIGS. 6A ,B,C are schematic illustrations of mounting schemes for mounting an OCT probe to a generically represented robotic AFP head, respectively featuring a direct, near-field position, a reflected beam mounting, and a direct, far-field position; 
           [0047]      FIG. 7  is a schematic illustration of principal functional components of an ARP machine controller system equipped in accordance with the present invention; 
           [0048]      FIG. 8  is a photograph of a test system used in proof of concept experiments; 
           [0049]      FIG. 9  is a schematic illustration of an OCT system used for the experiments; 
           [0050]      FIG. 10  is a plot of data showing a multi-tow profile image acquired during the experiments; 
           [0051]      FIGS. 11 a,b    are a line scan, and a surface profile image acquired during the experiments showing a defect known as curling of a tow; 
           [0052]      FIGS. 12 a,b    are a line scan, and a surface profile image acquired during the experiments showing a defect known as a tow splice; and 
           [0053]      FIGS. 13 a,b    are a line scan, and a surface profile image acquired during the experiments showing a defect known as tow twist. 
       
    
    
     DESCRIPTION OF PREFERRED EMBODIMENTS 
       [0054]    Herein a technique for inspecting automatic ribbon placement is described. The technique involves OCT profilometry, and can be used on an ARP head without, or with minimal restrictions to the movement of the ARP head. 
         [0055]      FIG. 1  is a schematic illustration of a process for on-line inspection of an automatic ribbon placement (ARP) head. The process involves the lay-up or deposition process of the ARP head, as well as an illuminator, collector and processor that operate concurrently, though on different locations of the deposited ribbon. Thus the ARP head has at least  3  functionalities, that are by no means necessarily independent: a robot moves the ARP head across a surface of a composite part that is already built up to a certain extent  10 ; the ribbon is fed  12 ; and the ribbon is pressed to the surface  14 . The robot movement may involve steering, i.e. applying a curvature to the ribbon with a suitable tensioning of the ribbon and moving the head in a certain direction, as is well known in the art. Steering may be required to shape the ribbon for placement on a tooling that has a complex geometry, for example. A resistance of the feed may be required to allow for the shaping. In some embodiments, in accordance with the automated fiber placement (AFP) process, the ribbon may comprise a number of tows that are independently added and dropped with ribbon feed roller and cutters. For example, band of 8-32 tows that are each ⅛ th -½ inch wide, and a thickness of 0.14 mm, are fairly common. In other embodiments, in accordance with the automated tape layup (ATL) process, the ribbon is a single tape, and in some cases greater flexibility is provided for in the cutting of the ribbon at angles, etc. The applicator is adapted to apply a pressure, in the form of a roller, roller system, track, or sliding pressure system (in current practice, rollers are used) that is adapted to apply a controlled pressure to the ribbon, to conform the ribbon to the surface. The applicator may further include a heater, or other device, to tackify a neat polymer that may be imbedded in the ribbon (prepreg, or otherwise applied), applied over the surface of a previously laid-up layer (e.g. as a sheet, or sprayed on), or embedded in the previous layer. 
         [0056]    While the ARP head is depositing the ribbon, an illuminator and collector are provided downstream of the applicator, to inspect the laid-up ribbon. The illuminator projects a beam of light onto the pressed ribbon  16 . The beam of light may be from a monochromatic laser, but is preferably a white light, or frequency swept source such as provided by lasers and diodes, that allows for imaging over at least one range of frequencies, and the process may further involve using a source to generate the beam. 
         [0057]    The use of a beam of light as opposed to other illumination patterns is to ensure that a spot small enough to provide a desired imaging resolution is provided. In accordance with the present invention, a spot is smaller than 1/10 th  a width of the ribbon in the transverse direction, and is smaller than twice a maximum ribbon deposition speed times a scan period (the duration of the transverse scan). In principle the beam can be as small as desired, as long as a complete coverage of the surface is not required. Coverage refers to a fraction of the surface being illuminated at one point during a scan, which fraction may be more than one, if over-sampling is performed. The beam provides a high-contrast spatial illumination pattern so that light is not smeared over a large area, but tightly focused on the spot. If CFRP is used, a small fraction of the light striking the surface is reflected, but applicants have found that the OCT system they used provides enough sensitivity even when interrogation of the surface is performed at a substantial angle. 
         [0058]    The beam illuminates the surface or the ribbon just added thereto, scattering and back-reflecting at least some of the beam. The back-reflected light from the first surface or ribbon is collected by the collector  18 . As is conventional in OCT, the collected light is referred to as a sample beam, and the sample beam is made to interfere with a reference beam on a photodetector, to obtain an electrical interference signal, which is understood to be OCT data, which is typically produced in a data stream. There are a wide variety of OCT systems that can be used, each with respective optical components, and signal processing known in the art. There are generally three types of OCT systems: swept source SS-OCT (which is also known as optical frequency domain reflectometry, frequency modulated continuous wave lidar); spectral domain OCT, and time domain OCT. Current time domain OCT systems provide the slowest sampling rates, typically on the order of 1 KHz, which are generally not sufficient for current purposes. Current spectral domain OCT can provide high sampling rates (equivalent to SS-OCT) but the depth range of the measurements is limited to a few mm, which is generally insufficient. SS-OCT can support sample rates of 100 KHz over a depth range that is sufficient to measure a profile of a ribbon as it is being deposited. An OCT system that allows for measurement at a rate of at least 10 KHz spaced across a width of at least a tow can be used. 
         [0059]    It is generally inconvenient and difficult to plan movements of an ARP head with a statically mounted illuminator and collector at a distance from the surface, given the occlusion of the surface by the robot, and the difficulties obtaining timely profilometry data. Similarly, it is difficult to coordinate movement of both an ARP head and a separate robot-mounted metrological system. Neither of these are required in the present invention. The illuminator and collector can be mounted to the ARP head to inspect the ribbon right after the applicator has applied the ribbon, without having to wait for the bulky ARP head to provide a line of sight. As such, the beam may be projected by scanning the beam over the surface of the ribbon with the same robotic motion. Furthermore, scanning the beam may involve line scanning the beam in a direction that is nominally transverse to the ribbon, whereby, in each cycle of the line scan, the beam illuminates at least part of a width the ribbon including at least one edge thereof. Scanning can be accomplished by moving a reflector or other optical component, in a linear, rotary, or coupled motion. 
         [0060]    In some embodiments both the illuminator and collector are collocated in a common body of an optical device, so that the illuminator and collector may share optical components, such as focusing optics and waveguides, although this is not required. The optical device may be statically mounted to the ARP head, whereby the position where the ribbon is sampled will have a constant separation from the applicator, except for a bounded variation caused by a tilting of the robotic head. The optical device may be centered on the ribbon except for a bounded variation caused by a steering of the ribbon. If either these bounded variations are not acceptable for a desired lay-up process, a device with one or more degrees of freedom may be used to recenter the optical device on the sampling position in response to a change in tilt or steering. 
         [0061]    The OCT system (including an OCT source interferometer, photodetector, and data processor, as well as the optics may all be mounted at the end of the ARP head. This allows for a self-contained robot-mounted sensor. Alternatively, if one or more of the optical source, the interferometer, or the processor, makes the system too bulky, one or more electrical and optical connections between a mounted OCT probe and a stationary OCT system may be provided. For example, the photodetector may or may not be mounted to the OCT system. If mounted, an electrical signaling link may couple the mounted part to the processor for analyzing the data. It will be appreciated by those of skill in the art that digital signaling has some advantages over analog signaling in that attenuation, dispersion, and signal noise can all but be eliminated. To save an OCT source from vibration it may be preferred to keep it in a stationary location, which would require some kind of a waveguide to transmit the illumination to the mounted part of the OCT system, and optical fibre is proposed. In particular, an optical path length of the interferometer may be reduced by supplying the beam from a stationary OCT source, but including all optical components, the photodetector, and enough of a digital signal processor to digitize an electronic interference signal. It may also be preferable to keep the OCT interferometer stationary, as it may increase the bulk of the mounted part of the OCT system. If the OCT interferometer and source are stationary, optical communications would be required from the source to the mounted part, and back. A same optical fibre can be used for transmissions in both directions. 
         [0062]    The electrical interference signal is processed, for example by optical to electrical signal by a photodetector, and then with an analog to digital converter to obtain a data stream of (digital) OCT data, that is correlated to measurement points on the surface, to generate information for determining whether flaws in the layup of the ribbon are manifest. Herein one or more of: a digital signal processor, a computer peripheral card, and a general purpose computer is referred to as a processor, and may perform such data processing. The processor, receives the OCT data from the photodetector  20 , analyzes the OCT data to test for a deposition flaw  22 , and if one is detected  24 , issues a notice  26 . Optionally all OCT data is stored, a set of analytical results of the OCT data is stored, or all flaws and location information, is stored for documentation, such as with a traveler document that accompanies with the part once produced  28 . 
         [0063]    Applicant has found that the OCT data is sufficient to characterize a topography of the deposited ribbon on the surface. Applicant has taken raw data from a commercially off the shelf SS-OCT system (Novacam Technologies, with the software replaced by purpose built software), provided a new optical device, and tested the resulting system finding that a topographical map of the surface can be readily provided. The OCT data may include tomographic and topographic information that collectively characterize the topography of the surface and the ribbon. It has not been agreed upon whether some of the OCT data provided by the system is tomographic or not, but it is agreed upon that the data clearly characterizes the topography. 
         [0064]    Analysis of the OCT data may involve production of a topographical map, which may be part of the output log. The analysis may involve identifying a set of flaws. These may be precharacterized patterns in the OCT data, such as variations in width and profile height of the ribbon (or tows thereof), with simple thickness variation parameters as a test of the OCT data. Artificial intelligence programs may also be trained to identify defects without specifying precharacterized flaw patterns, for example by defining useful metrics for comparison with correct deposition patterns. Alternatively specific tests for gaps, overlaps, twists, bubbles, curling, splices, foreign debris, beading, or other precharacterized flaws may be identified. 
         [0065]    Analysis may follow a Computer Aided Design CAD specification of how the part is to be built up. As CAD specifications are generally required for ARP processes, it is natural to use these to generate specific tests for the deposition. The tests may be determined in a fully automated manner, or with any amount of test designer input, and may further involve existing process data. The testing may be defined with respect to established tolerances for the process. 
         [0066]    Analysis preferably comprises processing a plurality of electronic interferometric signals associated with several to many data points, as relative measures are more indicative than individual measures. A process for filtering out anomalous points may be used, and in general, as a very high number of data points may be obtained, the loss of even  30 % may have no noticeable effect on the data presented. Iterative tests may be generated based on the processing of a single linear scan (corresponding to a single transverse section of the ribbon), a combination of successive scans, or a combination of scans on adjacent regions. 
         [0067]      FIG. 2  is a schematic illustration of an apparatus in accordance with an embodiment of the present invention. The apparatus comprises an ARP head  30 , schematically illustrated having a ribbon roll  31 , a set of guide rollers  32 , a cutter  33 , a heater  34 , and an applicator  35 , although the heater  34  may not be essential to the ARP head  30 , and the roll  31  need not be mounted within the ARP head  30 , despite the advantages to a self-contained ARP head  30 . While the applicator  35  is schematically illustrated as a roller, it will be appreciated that conformable rollers, or other structures that distribute a load in a concentrated area can be used, and are particularly necessary for processes that apply ribbons on surfaces along directions that are not substantially flat in the transverse direction. The applicator  35  is shown contacting a ribbon  36  and pressing the same against a composite part being built  38 . 
         [0068]    In use, the ARP head  30  has a set of ribbon handling devices, including the roll  31 , guide rollers  32 , and cutter  33  for delivering a ribbon (a single tow, band of tows, slit tape, or tape) to a deposition region with a guiding system. The ribbon is heated, for example with hot gas from a nozzle, or an IR lamp, to tackify the ribbon, and the ribbon is placed against the part  38  where it is compacted by the applicator  35 . Typically each ribbon is deposited next to a previously laid ribbon, atop a previous layer of the ribbons. This is why it is difficult to inspect deposition when the ribbons are highly absorbing, like CFRP is, and the previous layers are likewise highly absorbing. 
         [0069]    Attached to the ARP head  30  is an OCT probe  40  containing at least optics for focusing a beam of light onto a surface of the part  38  and the ribbon  36 . As such it contains the illuminator and collector described hereinabove. The OCT probe  40  is positioned on the ARP head  30  on an opposite side of the applicator as the ribbon supply so that the probe is positioned to follow the deposited ribbon  36 . The OCT probe  40  is in communication with an optical coherence tomography (OCT) system  42  which is adapted to guide light collected by the collector of the OCT probe  40  (preferably back-reflected light) and a reference beam, into a photodetector of the OCT system  42 , so that the interference between the sample and reference beams is detected and converted into a digital signal. The OCT probe  40  and OCT system  42  is therefore one embodiment of an interferometric topographic sensor in that it uses interferometry to determine a topography of the part  38 . 
         [0070]    The OCT system  42  outputs data to a data analysis system  44  which includes the processor described hereinabove. It will be appreciated that the notice issued by the processor at step  26  could be sent to a user, a control workstation, or communicated to a person overseeing the production of the part  38 , but in some embodiments it is preferable to at least notify a system  46  responsible for controlling the ARP machine (understood to be the ARP head and the robot taken together). At least if certain flaws are detected, it is more efficient to stop the process, than to continue, for example when all of the work after the flaw will have to be wasted, and increase a time required for remediation. In some embodiments the ARP machine controller system  46  is equipped with instructions for handling specific identified flaws, and can automatically back off the ARP head  30  to a position where there is no flaw, effectively peeling off flawed material from the surface, cut the ribbon at that location and resume the procedure, however this requires good integration between the ARP machine controller system  46  and the data analysis system  44 . 
         [0071]    It will be noted that the present invention may be embodied as a kit containing the OCT probe  40 , OCT system  42 , and data analysis system  44  with user instructions or mounting supplies for mounting at least part of the OCT system (including the probe) to an ARP head  30  at a position and orientation to record a topography of a surface of a ribbon after deposition. 
         [0072]      FIG. 3  is a schematic illustration of an OCT system  42  in accordance with an embodiment of the present invention. The OCT system  42  includes an OCT source  50  which may be a laser, or a bright diode or array thereof, which is preferably controlled by an OCT system processor  52 . An interferometer  55  provides waveguides for tapping light from the OCT source  50 , supplying the optical power to the illuminator of the OCT probe  40 , receiving the collected light from the collector of the OCT probe  40 , and projecting both the tapped light and the collected light onto a photodetector  56 , schematically represented as a photodiode. 
         [0073]    The electrical interference signal generated by the photodetector  56  is received by the OCT system processor  52 , and is forwarded to the data analysis system  44 . 
         [0074]    The OCT system processor  52  may identify features of the data to perform feedback loops to control such functions as autofocus  53 , and spot size  54 , with attendant control optics in the OCT probe  40 . For example, in probes adapted to scan in a line transverse to the direction of travel of the ARP head  30 , an optical path length may vary as a position in the scan line between the probe  40  and the illuminated surface. This may cause a measure of defocusing of the light beam, that would otherwise impact or degrade the signal quality. If such control optics are already available in the OCT probe  40 , an optimization algorithm may be used to constantly vary the focus to provide a best focus from a measured amplitude in the electrical interference signal. Even if the OCT probe  40  does not vary a distance to the surface, an unevenness of the surface may have the equivalent effect. As long as the variation is gradual enough, an autofocus control  53  may account for such variations. Similarly, if a spot size is controlled by control optics in the OCT probe  40 , an optimal spot size may be determined. 
         [0075]    Preferably the OCT probe  40  is equipped with control optics to scan the beam in a direction perpendicular (or substantially perpendicular) to the direction of travel. This allows for a number of measurement points to be taken across the ribbon  36 , which is important for obtaining a profile. The scan can, in principle be performed by any number of beams concurrently covering off different points on the ribbon  36 . In the extreme there is one beam per spot, but if so, care must be taken for collection of light of one band of wavelengths from one spot at a time, and accordingly, there is a need for some form of scanning, unless separate wavelength regions are used at each spot on the transverse line. Scan control  56  is provided to signal control optics within the OCT probe  40  to direct the line scan. The scan control  56  may have a cyclic command signal to the control optics, and may gradually vary, for example by analyzing the electric interference signals to recenter the transverse line, on the desired ribbon, in response to steering of the ribbon deposition, or accumulated variation over time. 
         [0076]      FIG. 4A  is a schematic illustration of a first embodiment of a scanning system for an OCT probe  40 . The control optics in this case are a galvanometer (motor)  60  coupled to a mirror  62  for controlled pivoting of the mirror  62 . It will be appreciated that the galvanometer  60  may be designed for operation in a resonant mode, which provides faster scanning. The beam is received from an autofocus/spot size adjustment device  64  that is coupled to an optical fibre  65 . Thus the beam passed by the OCT interferometer from the OCT source  50 , is conveyed through optical fibre  65 , and passes through the focus/spot size adjustment device  64 . The light is emitted to free-space, reflects off the mirror  62  over a narrow range of angles (around +/−12°). As the optical path length from the mirror to the part  38  varies with this angle, a fixed focus of the beam leads to a blur, and/or enlarged spot size at different positions, which is corrected by the adjustment device  64 , if needed. 
         [0077]      FIG. 4B  is a schematic illustration of a second embodiment of a scanning system for an OCT probe  40 . Herein similar features are identified with the same reference numerals, and descriptions of like features are not repeated for each drawing in which they are illustrated, except to note how they are different. The second embodiment of a scanning system comprises two optical fibres  65 , and a polygonal mirror  62 , having six mirror faces disposed at different angles. A rotary motor  60  is used instead of a galvanometer, in this embodiment. It will be appreciated that stability of the continuously rotating motor is generally higher than that of the galvanometer, and may be preferred for that reason. The two mirror faces of the polygonal mirror  62  allows for concurrent scanning of the two beams with a single motor, and allows for the coordinated linear sweeping of the two beams in the same direction (which ensures a minimal separation of the beams). It will be appreciated that multiplying a number of mirror faces or mirrors and beams can be performed with the other embodiments of scanning systems disclosed herein. Obviously a scheme in which a single input fiber  65  can be used, if the scan width obtained is sufficient for the purpose. 
         [0078]      FIG. 4C  is a schematic illustration of a third embodiment of a scanning system for an OCT probe  40 . A small displacement actuator  60  (piezoelectric, voice-coil, galvanometer, etc.) provides for a controlled displacement of the mirror  62 . Alternatively to a prismatic joint, a small amount of angular displacement may also be applied by the small displacement actuator  60 , and a combination of the angle and position of the beam entering a beam correction lens  66  (e.g. a bi-telecentric lens (if no angular sweep is provided by the actuator  60 ), or otherwise an F-theta lens, or F-theta telecentric lens) ensures a substantially larger variation in the beam sweep. The lens  66  is used to translate the beam from the mirror  62  and bend the beam so that at any angle of the mirror  62 , the beam output by lens  66  is substantially parallel. This ensures that for a surface of the part that is substantially normal to the linear extent of the lens, that there will be no deviation in the distance caused by the beam&#39;s geometry. It will be appreciated that the lens  66  may be a useful addition to the other scanning systems described hereinabove. 
         [0079]      FIG. 4D  is a schematic illustration of a fourth embodiment of a scanning system for an OCT probe  40 . A linear displacement actuator with motor  60  provides a full sweep of the transverse direction. 
         [0080]      FIG. 4E  is a schematic illustration of a fifth embodiment of a scanning system for an OCT probe  40 . A micro-electro-mechanical system MEMS  60  drives a mirror  62  to provide an angular sweep to the beam, and a lens  66  (preferably F-theta or F-theta telecentric) provides a full sweep of the transverse direction. 
         [0081]      FIGS. 5A ,B,C are three schematic illustrations of probe scan coverage schemes. In  FIG. 5 a    a single probe scans a full width of a ribbon  36 , and overlaps a small amount of an adjacent ribbon  36 ′ that was previously deposited, and the part  38  below. In  FIG. 5B  two probes cover the ribbon  36 , each also covering either an edge bordering an adjacent ribbon  36 ′ that was previously deposited, or the part  38 . In  FIG. 5 c    three probes are used: two edge detectors and a centre of ribbon scan. The center of ribbon scan distributes measurements over a wider area, and therefore has a lower point density (assuming an equal rate of data capture). This allows a wider area to be measured with less accuracy (though sufficient to identify a protruding or loose ribbon lacking adherence to the part, a protruding ribbon that does not fill a radius of a concave region, a splice along a ribbon, a wrong location of a start or end of a ribbon, or a foreign object, an adhesive droplet, or debris at the surface of a minimum size), and still permits the edge detectors to provide high accuracy where it is needed for most accurate sensing of flaws relating to edges (gaps, overlaps, curl, twists, folds, etc.). A non-linear scan of a single probe can have exactly the same effect of distributing measurements according to sensitivity of the information. 
         [0082]      FIGS. 6A ,B,C schematically illustrate three schemes for mounting the OCT probe  40  to a ARP head  30 . The distance between the applicator  35  and the transverse illuminated line matters. The larger this distance, the greater a small change in angle of tilt of the ARP head  30  with respect to the applicator  30  will vary this distance, as well as the optical path length from the OCT probe  40  to the surface and back. Furthermore, the larger this distance, the greater a distance from a nominal center of the ribbon the beam will be when the ARP head  30  is steered to vary a yaw. Both of these can be precomputed from a planned trajectory of the layup, and pre-compensated for, to within limits of mobility of the scanning, and spot size/beam focus control. Furthermore, a distance between the start of deposition and start of scanning, a distance after deposition is stopped and when the scanning can stop, and a time lag between when a flaw is detected, and when a flaw was created, are all dependent on this distance. Accordingly, it is generally preferred to keep this distance small. On the other hand, a minimum distance behind an edge where the applicator  35  meets the surface is called for, to ensure that: a deflection of the applicator  35  does not result in occlusion of the transverse illuminated line; the positioning of the probe  40  does not extend the envelope of the ARP head  30 ; the angle of incidence remains within a preferred range of angles; or any rebound or elastic restoration of the part  38  after the roller has stabilized. Applicant has found that a distance of ⅓-3 times a radius (an effective radius of an applicator other than a roller), more preferably from 3/5-5/3 the radius, or more preferably half to twice the radius. 
         [0083]    This generally allows for a wide variety mounting schemes that may depend on the specifics of the ARP head  30  used. Many ARP heads have small pockets of unoccupied space within its operating envelope that allow for an OCT probe  40  to be mounted with no penalty to the mobility of the ARP head, and no enlargement of the envelope. This means that the ARP machine can operate exactly as designed with or without the OCT probe  40 .  FIGS. 6A ,B,C show three mounting schemes. In  FIG. 6A , the OCT probe  40  is mounted as close to the applicator  35  as possible, at an angle of incidence of about 40°. In  FIG. 6B , a mirror is used to reflect the beam to an angle of incidence of about 15°, providing closer to normal incidence, which may be preferred from a signal-to-noise perspective. It will be appreciate that a full spectrum of reflection, refraction, and diffraction schemes can be used to redirect the beam to a desired angle and position on the surface of the part  38 . In  FIG. 6C  the OCT probe is mounted further from the part  38 , removing the OCT probe  40  further from possible interaction with the part  38 . It will be noted that the embodiment of  FIG. 6C  has the shortest distance separating the applicator  35  from the beam. 
         [0084]      FIG. 7  is a schematic illustration of an ARP machine controller system  46  featuring an ARP machine controller processor  70  adapted to receive a process command file  72 , and execute it by commanding respective servos of the robot, and the ARP head  30  (collectively referred to as the ARP machine  75 ). The ARP machine controller processor  70  is in constant communications with the servos, actuators, and sensors of the ARP machine  75 , and is able to indicate a position of each of the servos, at each instant. Accordingly, the ARP machine controller processor  70  receives and tracks position and orientation information from the robot, as well as pressure applied by the applicator, tension in the ribbon, etc. 
         [0085]    In some embodiments of the invention, it is convenient for the data analysis system  44  to monitor the position of the robot continuously, so that profilometry information associated with each sweep of the ribbon can be accurately positioned in the tool space. A problem with doing so is compensating for a lag between a position of the applicator  35  at a given instant, and the position associated with the newly received OCT data. This compensation is performed by a scanner position compensation system  76 , which is schematically illustrated as a separate functional block within the ARP machine controller system  46 , but could be a separate process running on the ARP machine controller processor  70 , or on the data analysis system  44 . It will be appreciated that a separate robot controller may be a separately embodied processor, and the scanner position compensation system  76  may equally derive the position information from the robot controller. 
         [0086]    The data analysis system  44  is shown optionally adapted to send the notice of a detected flaw to the ARP machine controller processor  70 , for example: to interrupt the deposition; to identify a particular flaw that the ARP machine controller processor  70  is provisioned with program instructions to handle; or to indicate a remedial action to take given a detected flaw. There are numerous defects that can be detected, and various remedial actions can be taken. While some remedial action requires nothing more than logging (e.g. an identified splice that does not breach any exclusionary rule), and some require stopping the ARP head, backing it off, cutting and resuming from the cut location, others may be incorporated in a direct feedback for varying parameters of the deposition. For example, gaps and overlaps may be monitored closely enough that, within a limit, the steering and/or ribbon handling of the ARP machine controller processor  70  may be varied to ensure deposition is continuously within established parameters, using feedback loops well known in the art. 
       EXAMPLE 
       [0087]    Applicant has tested an OCT system for use in profile characterization of a composite part formed of CFRP, is shown in  FIG. 8 . An optical scanner, as shown in  FIG. 4A , but with a telecentric lens, was fixed to an AFP head (Automated Dynamics, model TPTSFPS-XP-FPS2.0-6AGMP-MVP). The transverse displacement of the focused optical beam on the surface was 23 mm, which corresponded to the ⅝ th  inch ribbon that had been deposited with 5⅛ th  inch tows. The scanner was fixed to the AFP head, and the scanning pattern was a continuous constant reciprocating motion so the probe beam followed a zigzag pattern over the sample. 
         [0088]    Point measurements were made at a rate of 30,000 measurements per second. The deposition speed was 50 mm/s and the line scan rate was 26 Hz since only every other line scan was kept. The spacing between the lines was 1.92 mm. Each line scan was composed of 586 measurements. The lateral distance between successive measurement points was 0.039 mm. 
         [0089]    The distance between the outer surface of the lens and the surface of the band was 48 mm. The scan line is located 24 mm from the contact point between the compaction roller and the material, the compaction roller has a diameter of 27 mm. Measurement close to the compaction roller ensures complete monitoring of the part, including the control of stops at the end of each line, without the need for an extended extra motion of the deposition head. It also allows to measure complex parts with strong curvatures along the deposition path. 
         [0090]    Since the optical scanner is located behind the AFP head, the optical measurement is performed from an angle of incidence of 45 degrees. This situation leads to a substantial challenge for optical monitoring, since only a small amount of light can be collected. 
         [0091]    The OCT system used for the demonstration is schematically illustrated in  FIG. 9 . The OCT system is a swept-source (SS-OCT) system. This technology was found to be sufficiently sensitive to address the challenge related to the low level of collected light. The SS-OCT system is composed of a swept-laser source (Santec HSL-2000-HS), an interferometer (Novacam Technologies), and a computer for data acquisition and data processing. 
         [0092]    The light emitted by the swept-laser source is first sent to the interferometer and then to the optical scanner using optical fibers. As described above, the optical scanner is composed of a galvanometer and a lens, and was used to both illuminate and collect beams. Light collected by the scanner is sent back to the interferometer where it interferes with the light from an internal reference arm of the interferometer. 
         [0093]    The swept-laser source sweeps wavelength in a band about 100 nm wide, in the vicinity of 1325 nm. The interferometer contains a Mach-Zehnder interferometer with balanced detection. As the wavelength is varied, the interference pattern evolves. The spatial position of the surface is obtained by performing a Fourier transform of the interference pattern. The precision of the measured position is of the order of 1 micrometer, much smaller than the height variation due to the surface of the tows. With the scanning process, this provides the height profile (a line-scan profile) across the tows. 
         [0094]      FIG. 10  shows a typical line scan profile across a band composed of 5 tows. This information provides clear signatures of defects that occurred during the deposition. Near the transverse position X=0 mm, the steep rise indicate the edge of the band that was just deposited. Near the transverse position X=9 mm, a short overlap is evident. At around X=15.5-16 mm, a gap is present between the deposited tows and the adjacent, previously deposited layers. These signatures are clear enough for defect identification to be performed by automated software. Please note the height or Z direction in the label refers to an elevation (i.e. a distance above a surface), with 0 referring to an expected height of the top of the band of ribbons. 
         [0095]      FIGS. 11   a,b,    12   a,b,  and  13   a,b  are a representative set of defects that have been observed using the system. In each case, a raw data line scan, and a surface profile map are provided. The surface profile maps have been modified with contrast, gamma, and brightness to improve visibility in a black and white picture.  FIGS. 11 a,b    show curling of the edges of one tow.  FIGS. 12 a,b    show where a tow splice is located. Tow splice information is recognized to be an important feature affecting quality of parts, and advantageously an arrangement of splices in the composite part can be mapped out, to apply exclusionary rules that preclude concentrations of the splices in particular locations. Identification of a splice in an undesired location may be handled by replacing the ribbon, and resuming deposition.  FIGS. 13 a,b    show where a tow is twisted. 
         [0096]    Accordingly, Applicant has demonstrated that OCT profilometry provides sufficient information for characterizing ribbon placement on an automated ribbon placement machine. Applicant has demonstrated this on a commercially available AFP head with 5 tow deposition, in real-time, without slowing down the deposition. 
         [0097]    Other advantages that are inherent to the structure are obvious to one skilled in the art. The embodiments are described herein illustratively and are not meant to limit the scope of the invention as claimed. Variations of the foregoing embodiments will be evident to a person of ordinary skill and are intended by the inventor to be encompassed by the following claims.