Automated optical inspection systems for detecting contaminated textiles are becoming increasingly prevalent in the textile industry. This is because automated optical inspection is typically cheaper, more efficient, and more reliable than human inspection of textiles. However, automated optical inspection systems are not without their limitations. For example, with respect to certain types of contaminants, automated optical inspection systems may not be as sensitive as the human eye. Automated systems may also be subject to drifts in their configuration, which can lead to 1) a failure to properly identify contaminants, or 2) a misidentification of contaminants.
In one embodiment, apparatus for characterizing a target comprises a plurality of light sources, a color sensor and a control system. The plurality of light sources is positioned to illuminate a target and emits different wavelengths of light. The color sensor is positioned to receive and sense different wavelengths of light reflected from the target. The control system is operably associated with the plurality of light sources and the color sensor to A) in a calibration mode, operate the light sources and separately regulate drive signals of light sources emitting different wavelengths of light, in response to outputs of the color sensor, and B) in an operational mode, i) operate the light sources using the regulated drive signals, and ii) characterize the target in response to data output from the color sensor.
In another embodiment, a system for characterizing a textile comprises a plurality of light sources, a color sensor, a control system and a feed system. The plurality of light sources is positioned to illuminate the textile and emits different wavelengths of light. The color sensor is positioned to receive and sense different wavelengths of light reflected from the textile. The control system is operably associated with the plurality of light sources and the color sensor to A) in a calibration mode, operate the light sources and separately regulate drive signals of light sources emitting different wavelengths of light, in response to outputs of the color sensor, and B) in an operational mode, i) operate the light sources using the regulated drive signals, and ii) characterize the textile in response to data output from the color sensor. The feed system moves the textile in relation to the color sensor, to thereby cause the color sensor to receive light reflected from different portions of the textile.
Other embodiments are also disclosed.
Illustrative and presently preferred embodiments of the invention are illustrated in the drawings, in which:
Contaminant detection is especially important in the textile industry, where textiles must be continually monitored during manufacture to ensure proper color, quality and density. Contaminant or anomaly detection is also important in other industries, such as the food & beverage industry, liquid processing industries, and others.
Current automated optical inspection systems for detecting contaminated textiles utilize a single-color light source such as a solid-state light source (e.g., a light emitting diode (LED)), together with a photodiode that converts light reflected from a textile into a photocurrent. This photocurrent can then be used to characterize the textile and determine whether it is contaminated. However, one problem with such a system is that its contamination detection capabilities are limited, as the system can only detect a single light intensity, and different contaminants or textile properties may cause the same intensity of light to be reflected.
Referring to
The light projected by the light sources 204-208, 212-216 is reflected from the target 202 (e.g., a textile such as a strand of yarn) onto a color sensor 224. Upon receiving the reflected light, the color sensor 224 senses the light and outputs one or more data signals 228 to a control system 226.
In one embodiment, the color sensor 224 may take the form of a charge coupled device (CCD) that senses red, green and blue wavelengths of light. In another embodiment, the color sensor 224 may take the form of a plurality of photodiodes, each of which is filtered so that it only senses a certain wavelength or wavelengths of light. In some cases, the filters may be deposited directly on the photodiodes, or incorporated into encapsulants that protect the photodiodes. In other cases, the filters may be positioned adjacent the photodiodes. In yet another embodiment, the color sensor 224 may take the form of a photodiode having a color wheel positioned between it and the target 202. In this manner, the photodiode could be operated to detect different colors of light sequentially.
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In one embodiment, a number of optic elements 232, 234, 236 are included with the apparatus 200. As shown, the optic elements 232-236 may take the form of plano-convex lenses that are 1) positioned between each group 210, 218 of light sources and the target 202 so as to mix emitted light and broadly illuminate the target 202 with mixed light, and 2) positioned between the target 202 and the color sensor 224 so as to collimate the light received by the color sensor 224. Although not shown, the optic elements 232-236 may be mounted to, and suspended over, the frame 222.
Data 228 output from the color sensor 224 is provided to a control system 226 for analysis. In one embodiment, the control system 226 compares the data 228 received from the color sensor 224 (which is indicative of the intensities of different wavelengths of reflected light) to expected light intensity values. Then, based on these comparisons, the control system 226 may variously characterize the target 202 as 1) being within or outside of predetermined tolerances, 2) having or not having a certain kind of contaminant thereon or therein, or 3) being of an incorrect density.
The light intensity values to which the control system 226 compares the data 228 may be fixed or programmable, and may be internally stored by the control system 226, or obtained via an interface 230. Regardless, the control system 226 may provide a signal of any perceived problems with the target 202 to an equipment operator or machine control system.
In one embodiment, the apparatus 200 is incorporated into a system (or alternately controls a system) that comprises a feed system 220 for moving the target 202 in relation to the light sources 204-208, 212-216 and color sensor 224. In this manner, different portions of a target such as a yarn strand may be assessed and characterized. Optionally, the control system 226 may halt the feed system 220 upon detecting a target irregularity.
Another problem with conventional automated optical inspection systems (i.e., those comprising a single-color light source and a photodiode) is that the light emitted by a solid-state light source is subject to change as a result of changes in its temperature and aging. The light-emitting characteristics of solid-state light sources can also vary from batch to batch. As a result, in systems where the integrity of light emitted by a light source needs to be maintained (e.g., in textile contamination detection systems), it would be beneficial to provide a means for calibrating the light that is emitted by the system's light source(s).
Referring to
Of note in the apparatus 400 is the alternate control system 402, which not only characterizes the target 202, but also regulates the light sources 204-208, 212-216. That is, during an “operational mode”, the control system 402 receives data from the color sensor 224 and characterizes the target 202 as already described with respect to the apparatus 200. However, the control system 402 is also capable of entering a “calibration mode”. In its calibration mode, a target having known characteristics is illuminated by the light sources 204-208, 212-216, and the data 228 received from the color sensor 224 is analyzed by the control system 402 to determine whether it 1) corresponds to defined calibration values, or 2) is within defined calibration ranges. If not, the control system 402 adjusts the drive signals of the light sources 204-208, 212-216 so as to regulate the light emitted thereby. As shown, the control system 402 may provide control signals to separate driver circuits 404, 406. Alternately, the driver circuits may be included within the control system 402. By way of example, the drive signals may be pulse width modulated, and regulation of the drive signals may comprise changing their pulse width modulation.
If the apparatus 400 comprises light sources 204-208, 212-216 of different colors, as well as a color sensor 224, the control system 402 may regulate the drive signals of each differently-colored light source individually, thereby regulating both the intensity and color of light that is emitted by the light sources 204-208, 212-216. However, if the apparatus 400 were alternately provided with only a single light source, or a plurality of light sources of one color, the control system 402 would still be useful, but only to regulate the intensity of the light emitted by the light source(s).
Similarly to the control values used to characterize a target, the desired calibration values used by the control system 402 may be fixed or programmable, and may be internally stored by the control system 402, or obtained via an interface 230.
In one embodiment, the calibration mode is entered upon action by a machine operator. In another embodiment, the calibration may be automatically initiated by a machine (including, for example, the control system 402). In either case, a target having known characteristics should be illuminated during the calibration mode. Referring to
Preferably, the calibration mode of the control system 402 is entered before first use of the apparatus 400, and then periodically thereafter.