MATERIAL IDENTIFICATION APPARATUS AND METHOD
20250146937 · 2025-05-08
Assignee
Inventors
Cpc classification
G01N21/6408
PHYSICS
International classification
Abstract
The present invention relates to an apparatus for classification of matter comprising: a scanning element is configured to redirect the at least one illumination beam and to shift a plurality of inspection zones and an irradiated area relative said matter in the first direction. A processing circuitry configured to execute: a second zone collection function configured to collect second zone data based which pertains to said optical radiation emitted by said matter in the second inspection zone, a third zone collection function configured to collect third zone data based which pertains to optical radiation emitted by said matter in the third inspection zone, a classification function configured to classify said matter based on the second zone data and the third zone data.
Claims
1. An apparatus for classification of matter in one of at least a first and a second class, the apparatus comprising: an irradiation arrangement, a scanning element, a spectroscopy system, and a conveyor for transporting said matter, or a chute, optionally including a vibration feeder, for sliding or freefalling of the matter, wherein the irradiation arrangement is adapted to emit at least one illumination beam comprising optical radiation, which illumination beam is configured to cause a photoexcitation event in a photo responsive portion of said matter upon irradiation of said photo responsive portion of said matter with said at least one illumination beam, wherein the irradiation arrangement further comprises a first optical arrangement adapted to direct and optionally converge the at least one illumination beam towards the scanning element during at least a first period of time, wherein the scanning element is configured to redirect the at least one illumination beam along an illumination direction towards an object passing zone, such that said matter, when being transported by said conveyor at a speed of between 0.4 m/s to 20 m/s or being slid by said chute or in free fall through said object passing zone, is irradiated at least during a first time period by said at least one illumination beam in an irradiated area, wherein the spectroscopy system comprises a sensor arrangement comprising one or more sensors which sensor arrangement is adapted to receive and analyse optical radiation which is reflected, scattered and/or emitted by said matter in at least one of a plurality of inspection zones arranged sequentially in a first direction, wherein a first inspection zone of the plurality of inspection zones substantially coincides with the irradiated area during said first period of time, a second inspection zone of the plurality of inspection zones is arranged subsequent to the first inspection zone with respect to the first direction, and a third inspection zone of the plurality of inspection zones is arranged subsequent to the second inspection zone with respect to the first direction, and wherein the scanning element is further adapted to shift said plurality of inspection zones and said illumination direction relative said matter in the first direction, such that the second inspection zone during a second period of time after said first period of time, substantially coincides with the first inspection zone previous to said shift, and wherein the scanning element is further adapted to shift said plurality of inspection zones and said irradiated area relative said matter in the first direction, such that the third inspection zone during a third period of time after said second period of time, substantially coincides with the second inspection zone previous to said shift, wherein said spectroscopy system further comprises optical elements, which optical elements are configured to receive, via said scanning element: during said second period of time optical radiation being emitted by said matter in the second inspection zone, which optical radiation pertains to a phosphorescence event resulting from the photoexcitation event in the first inspection zone during said first period of time, during said third period of time optical radiation being emitted by said matter in the third inspection zone, which optical radiation pertains to a phosphorescence event resulting from the photoexcitation event in the first inspection zone during said first period of time, and are configured to redirect said received optical radiation to at least one of said one or more sensors, wherein the sensor arrangement further comprises a processing circuitry configured to execute: a second zone collection function configured to collect second zone data based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the second inspection zone, a third zone collection function configured to collect third zone data based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the third inspection zone, a classification function configured to classify said matter based on the second zone data and the third zone data, an output function configured to output a classification signal assigning said one of at least a first and a second class to said matter based on the output of said classification function.
2. An apparatus according to claim 1, wherein said scanning element (136) and said optical elements are further configured to receive and redirect optical radiation from at least said second and third inspection zones towards said sensor arrangement simultaneously at least during said second and third time interval, and wherein said sensor arrangement comprises at least one sensor array, wherein each one of said at least one sensor array has a plurality of sensor pixels, wherein said at least one sensor array is arranged such that optical radiation reflected, scattered and/or emitted by said matter in a respective inspection zone is received on a respective set of sensor pixels of said at least one sensor array, wherein the pixels of said respective sets of sensor pixels are different or only partly overlapping.
3. An apparatus according to claim 1, wherein the optical elements are further configured to receive, via said scanning element: during said first period of time, optical radiation pertaining to said at least one illumination beam being reflected and/or scattered by said matter in said first inspection zone, and/or during said first period of time, optical radiation being emitted by said matter pertaining to a fluorescence event resulting from the photoexcitation event in the first inspection zone; and wherein said processing circuitry is further configured to execute: a first zone collection function configured to collect first zone data based on at least one sensor signal from said one or more sensors, which sensor signal pertains to said optical radiation reflected, scattered and/or emitted by said matter in the first inspection zone; and said classification function is further configured to classify said matter based on also the first zone data.
4. An apparatus according to claim 1, wherein a fluorescing portion of said photo responsive portion of said matter emits optical radiation upon irradiation with said at least one illumination beam in said first zone, said optical radiation pertaining to a fluorescence event and comprising optical radiation within one or more wavelength bands, and wherein each piece of matter in said fluorescing portion of photo responsive portion of said matter emits radiation within at least one wavelength band of said one or more wavelength bands upon irradiation with said at least one illumination beam, and wherein said at least one illumination beam is substantially free of optical radiation within said one or more wavelength bands, wherein optionally said at least one illumination beam consist of optical radiation within at least one low wavelength range and at least one high wavelength range, and each one of said one or more wavelength bands optionally consist of optical radiation within a wavelength range that is different from both said low wavelength range and said high wavelength range.
5. An apparatus according to claim 1, wherein said scanning element is a polygon mirror configured to rotate in a first direction around an axis of rotation, which polygon mirror comprises a set of reflective surfaces arranged one after another around said axis of rotation, and wherein each reflective surface in said set of reflective surfaces is configured to receive optical radiation from said first, second and third inspection zones at least during a respective one of three consecutive time periods.
6. The apparatus according to claim 1, wherein said sensor arrangement comprises a first sensor and a first diffraction element and a second sensor and a second diffraction element, and the optical elements are configured to: direct optical radiation within a first wavelength range to only said first diffraction grating and only said first sensor of said first and second diffraction gratings and said first and second sensors, and direct said optical radiation within a second wavelength range to only said second diffraction grating and only said second sensor of said first and second diffraction gratings and said first and second sensors, wherein said first and second wavelength ranges are the same, different or only partially overlapping.
7. The apparatus according to claim 1, wherein the sensor arrangement comprises a first sensor, and the optical elements are configured to: direct optical radiation within a first wavelength range to said first sensor during a first instance in time, and direct said optical radiation within a second wavelength range to said second sensor during a second instance in time, which second instance in time is different from said first instance in time, wherein said first and second wavelength ranges are different or only partially overlapping.
8. The apparatus according to claim 1, wherein the irradiation arrangement comprises at least two irradiation arrangements, the optical axis of which is incident on said scanning element from different directions, wherein each of the at least two irradiation arrangements is adapted to emit optical radiation in different or only partially overlapping wavelength ranges, wherein the optical radiation in different or only partially wavelength ranges are emitted simultaneously or sequentially.
9. The apparatus according to claim 1, wherein the irradiation arrangement comprises at least one irradiation arrangement, which is adapted to emit optical radiation in different or only partially overlapping wavelength ranges at different points in time.
10. The apparatus according to claim 1, wherein one of said one or more sensors comprises a sensor array, which sensor array has a plurality of sensor pixels, which plurality of sensor pixels is arranged such that optical radiation reflected, scattered and/or emitted by said matter in the second inspection zone is received on a second set of sensor pixels of said sensor array, and optical radiation emitted by said matter in the third inspection zone is simultaneously received on a third set of sensor pixels of said sensor array, wherein the pixels of said first and second set of sensor pixels are different or only partly the same.
11. The apparatus according to claim 10, wherein said scanning element and said optical elements are further configured to receive and redirect optical radiation from at least said second and third inspection zones towards said sensor arrangement simultaneously at least during said second and third time interval, and wherein said sensor arrangement comprises at least one sensor array, wherein each one of said at least one sensor array has a plurality of sensor pixels, wherein said at least one sensor array is arranged such that optical radiation reflected, scattered and/or emitted by said matter in a respective inspection zone is received on a respective set of sensor pixels of said at least one sensor array, wherein the pixels of said respective sets of sensor pixels are different or only Partly overlapping, wherein said plurality of sensor pixels are further arranged such that optical radiation emitted by said matter in the first inspection zone is received on a first set of sensor pixels of said sensor array, the pixels of said first set of pixels are different from or only partly overlapping said first and second set of sensor pixels.
12. The apparatus according to claim 1, wherein said apparatus comprises a further sensor arrangement adapted to receive and analyse optical radiation which is reflected and/or scattered by said matter in the irradiated area and the processing circuitry is optionally further configured to execute a fourth collection function configured to collect fourth data based on a fourth sensor signal from the further sensor arrangement, which fourth sensor signal pertains to said optical radiation reflected and/or scattered by said matter in the irradiated area.
13. A method for classification of matter in one of at least a first and a second class, said matter transported in bulk, the method comprising: emitting and directing at least one illumination beam comprising optical radiation towards an object passing zone, irradiating an irradiated area of said matter with said at least one illumination beam at an a least first instance in time and during at least a first time period, said matter being transported by a conveyor at a speed of between 0.4 m/s-20 m/s or in free fall in the object passing zone, thereby causing a photoexcitation event in a photo responsive portion of said matter, directing optical radiation via a scanning element towards one or more sensors of a sensor arrangement, which optical radiation is scattered and/or emitted by said matter in at least one of a plurality of inspection zones, which inspection zones are arranged sequentially in a first direction, wherein a first inspection zone of the plurality of inspection zones substantially coincides with the irradiated area, and wherein a second inspection zone of the plurality of inspection zones is arranged subsequent to the first inspection zone with respect to the first direction, shifting, by said scanning element, said plurality of inspection zones and said irradiated area relative said matter in the first direction, such that the second inspection zone at a second instance in time after said first period of time substantially coincides with the first inspection zone at said first instance in time, thereafter receiving, by the sensor arrangement, optical radiation emitted by said matter in the second inspection zone during a second period of time, said optical radiation emitted by said matter in the second inspection zone pertaining to a phosphorescence event resulting from the photoexcitation event, collecting first phosphorescence data associated with the received light emitted by said matter in the second inspection zone during said second period of time, shifting, by said scanning element, said plurality of inspection zones and said irradiated area relative said matter in the first direction, such that the third inspection zone at a third instance in time after said second time period substantially coincides with the second inspection zone at said second instance in time, thereafter receiving, by the sensor arrangement, optical radiation emitted by said matter in the third inspection zone during a third period of time, said optical radiation emitted by said matter in the third inspection zone pertaining to a phosphorescence event resulting from the photoexcitation event, collecting second phosphorescence data associated with the received light emitted by said matter in the third inspection zone during said third period of time, classifying, by a processing circuitry, said matter based on the second zone data and the third zone data, outputting, by the processing circuitry, a classification signal assigning one of said at least a first and a second class to said matter based on the result of said classifying.
14. A method according to claim 13, further comprising receiving, at said one or more sensors of said sensor arrangement during at least said first period of time, optical radiation reflected, scattered and/or emitted by said matter in the first inspection zone, said optical radiation reflected and/or scattered by said matter in the first inspection zone pertaining to said at least one illumination beam, and said optical radiation emitted by said matter in the first inspection zone pertaining to a fluorescence event resulting from said photoexcitation event, and collecting first zone data associated with the received optical radiation reflected, scattered and/or emitted by said matter in the first inspection area at least during said first period of time.
15. A method according to claim 14, wherein the first zone data is a representation of at least a first spectrum, and wherein classifying said matter comprises determining a wavelength distribution of the first spectrum and optionally determining at least one property relating to the shape of said first spectrum, such as the peak height, peak width and/or peak area for one or more peaks.
16. A method according to claim 13, further comprises forming phosphorous data based on at least said second zone data and said third zone data, which phosphorous data is a representation of at least a second spectrum, such as a phosphorescence spectrum, and wherein classifying said matter comprises determining a wavelength distribution of the second spectrum and optionally a determining at least one property relating to the shape of said second spectrum, such as the peak height, peak width and/or peak area for one or more peaks and
17. The method according to claim 13, wherein classifying said matter comprises determining a raise time and/or a decay time of the phosphorescence event.
18. The method according to claim 13, wherein classifying said matter further comprises classifying said matter based on: at least one property relating to the phosphorescence event of said matter, and at least one property relating to a respective one of the color, the transmission, the reflectivity and the fluorescence of said matter.
19. The method according to claim 18, wherein said step of classifying said matter further comprises comparing said at least one property relating to the phosphoresce of said matter and said one or more other properties relating to a respective one of the colour, the transmission, the reflectively and the fluorescence of said matter, to data stored in a local or centralized database.
20. The method according to claim 13, wherein said classifying further comprises: determining by means of at least one of image processing and spectrum processing whether said matter is provided with a phosphorus marker; and/or identifying one or a plurality of materials making up said matter e.g. by means of spectrum processing; and/or upon determining a plurality of materials making up one piece of matter, determining if the combination of these materials is acceptable or non-acceptable.
21. The method according to claim 13, wherein the at least one illumination beam causing the photoexcitation event comprises optical radiation within the ultraviolet and/or visible wavelength range.
22. The method according to claim 13, wherein said emitting and directing at least one illumination beam comprises emitting and directing at least one illumination beam comprising optical radiation within one or a combination of the ultraviolet, visible, near infrared and infrared wavelength range; and/or, wherein said receiving of optical radiation reflected, scattered and/or emitted by said matter in the first inspection zone comprises receiving optical radiation within one or a combination of the ultraviolet, visible, near infrared and infrared wavelength range.
23. The method according to claim 13, wherein the sensor arrangement comprises: a first sensor configured to detect optical radiation within the ultraviolet and/or visible wavelength range; and a second sensor configured to detect optical radiation within the near infrared and/or infrared light wavelength range.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
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DETAILED DESCRIPTION
[0162] The present inventive concept will now be described more fully hereinafter with reference to the accompanying drawings, in which currently preferred variants of the inventive concept are shown. This inventive concept may, however, be implemented in many different forms and should not be construed as limited to the variants set forth herein, rather, these variants are provided for thoroughness and completeness, and fully convey the scope of the present inventive concept to the skilled person.
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[0164] In the depicted apparatus 100 of
[0165] The depicted apparatus 100 of
[0166] In the interior of the housing 110 there is provided an irradiation arrangement 114 also referred to as a irradiation arrangement 114 adapted to emit at least one illumination beam comprising optical radiation within a first wavelength range towards a scanning element 136, which scanning element is configured to redirect the at least one illumination beam 116 towards the first object passing zone 104. If there is matter in the first object passing zone, a surface portion of this matter will be irradiated by the at least one illumination beam. In relation to this invention this surface portion irradiated by said at least one illumination beam is referred to as the irradiated area 118.
[0167] According to one exemplifying embodiment, at least some pieces of matter in said stream of matter is expected to be fluorescing (i.e. to emit optical radiation pertaining to a fluorescence event upon irradiation with said at least one illumination beam in said first zone) which is of interest to detect. In order to facilitate the detection of optical radiation pertaining to a fluorescence event, which fluorescence event comprises radiation in one or more predetermined wavelength bands, it is preferred that the at least one illumination beam does not have any radiation or at least not any significant radiation in said one or more predetermined wavelength bands. The wavelength ranges of optical radiation pertaining to said fluorescence event(s) may be broader than said one or more predetermined wavelength bands, but one or more predetermined wavelength bands enables to detect at least a sufficient portion of the optical radiation pertaining to said fluorescence event(s) to determine the information of interest, e.g. that fluorescence event has occurred. If the at least one illumination beam is not substantially free of optical radiation within said one or more wavelength bands, it is a risk in at least some applications that the fluorescent radiation is not discernible from the reflected or scattered radiation.
[0168] In the interior of the housing 110 there is provided a spectroscopy system 120 adapted to receive and analyse optical radiation 122 which is reflected, scattered and/or emitted by matter 102 in the first detection area 104.
[0169] The depicted apparatus 100 of
[0170] The depicted apparatus 100 of
[0171] Now referring to
[0172] In
[0173] Matter 102 is provided through the first object passing zone by means of the conveyor 108. The matter 102 is typically conveyed continuously through the first object passing zone 104.
[0174] Further, in conjunction with the depicted irradiation arrangement 114 there is provided a first optical arrangement 134. The first optical arrangement 134 is adapted to direct and optionally converge the at least one illumination beam 116 towards the scanning element 136. The scanning element 136 is adapted to redirect the at least one illumination beam 116 along an illumination direction towards the first object passing zone 104 and an irradiated area 118 of a piece of passing matter when present. The first optical arrangement 134 is configured to focus the at least one illumination beam in or in the vicinity of the first object passing zone 104 as illustrated in
[0175] Other types of scanning elements may be used to advantage. For example, a scanning element having only one reflective surface which is hinged about a pivot axis may be used.
[0176] As described above, the spectroscopy system 120 is adapted to receive and analyse optical radiation 122 which is reflected scattered and/or emitted by matter 102 in the first object passing zone 104. The radiation 122 which is reflected, scattered and/or emitted by matter 102 in the first object passing zone 104 will before entering the spectroscopy system 120 impinge on the scanning element 136, i.e. the polygon mirror, form where the optical radiation 122 is received by optical elements 121 of the spectroscopy system 120. Optionally, the optical path from the polygon mirror 136 to the spectroscopy system 120 comprises further optical elements such as e.g. a fixed folding mirror, which redirects the radiation reflected by said polygon mirror towards an optional housing 121 of the spectrometer system. The fixed folding mirror may be located in the vicinity of where the at least one illumination beam 116 exits the first optical arrangement 134.
[0177] The spectroscopy system 120 may be manufactured by Tomra, and be able to cope with the required repetition rate. Each spectrometer of the spectrometer system may be configured to analyse optical radiation in the wavelength interval 400-1000 nm or optical radiation in the wavelength interval 500-1000 nm or in the wavelength interval 1000-1900 nm. Additionally or alternatively, a spectrometer in the spectrometer system may be configured to analyse optical radiation having a wavelength above 900 nm. The spectrometer may e.g. be configured to analyse optical radiation in the wavelength interval 1900-2500 nm, or the spectrometer may be configured to analyse optical radiation in the wavelength interval 2700-5300 nm. Further, the spectrometer may be configured to analyse optical radiation in the wavelength interval 900-1700 nm. Additionally or alternatively, a spectrometer of the spectrometer system may be configured to analyse optical radiation in the wavelength interval 700-1400 nm. The spectrometer may analyse visible light. The spectrometer may analyse NIR light. The spectrometer may analyse IR light. Different types of spectrometers may be used depending on the expected characteristics of the matter 102.
[0178] The spectrometer system may comprise one, two or a plurality of sensors, e.g. a first sensor 131 and a second sensor 132. Preferable, each of said one, two or a plurality of sensors is an array or matrix sensor, comprising a plurality of pixels. Further each sensor is preferably associated with a respective diffractive element 128, 129 such as a grating, which pairs of sensors and diffractive elements are arranged at different locations and arranged to receive a respective portion of the optical radiation 122, wherein different portions of the optical radiation 122 are directed towards the first diffractive elements 128, and the second diffractive element 129, respectively. The optical radiation 122, may e.g. be split in the two different portions by means of a beam splitting element 123.
[0179] More than one spectrometer may be used in the apparatus 100. For instance, the spectroscopy system 120 may include a first sensor 131 adapted to analyse light of a first wavelength interval and a second sensor 120 adapted to analyse light of a second wavelength interval. As an example, a first spectrometer 120 may analyse light in the wavelength interval 450-800 nm and a second spectrometer 120 may analyse optical radiation in the wavelength interval 1500-1900 nm. For instance, one spectrometer for visible light may be used in combination with one NIR spectrometer.
[0180] Similarly, two, three or more spectrometers 120 may be included in the spectroscopy system 120. Hence, three or more spectrometers may be used. For instance, one spectrometer for visible light may be used in combination with two NIR spectrometers.
[0181] The spectroscopy system 120 may be a scanning spectroscopy system 120. An example of a suitable scanning spectrometer is manufactured by Tomra.
[0182] Various properties of the matter 102 in the first object passing zone 104 may be determined based on measurements carried out by the spectroscopy system 120.
[0183] As discussed above, the depicted apparatus 100 of
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[0186] At said second instance in time, the scanning element is arranged in said second position relative said matter and the at least one illumination beam is directed along a second illumination direction and irradiates said matter in a second irradiated area 118b, marked with a circle in
[0187] At said third instance in time, the scanning element is arranged in said third position relative said matter and the at least one illumination beam is directed along a third illumination direction and irradiates an area outside said matter 118c, marked with a circle in
[0188] During said second and third time period, and optionally also during said first time period, the optical elements are further configured to redirect said received radiation 122 to at least one of said one or more sensors.
[0189] It should be noted that the apparatus 100 is here depicted such that the first direction 140 is transverse to the conveyor belt 108. In other words, the scanning direction is orthogonal to the conveyor belt, and thus orthogonal to the movement of the matter 102 being transported on the conveyor belt 108. In alternative embodiments, the angular difference between the conveying direction 141 and the first direction 140 may have any value, it may e.g. be a value between 0 and less than 360; or the angular difference deviates at most +/70, or at most by +/50, or at most +/30 from 90; or the angular difference deviates at most +/70, or at most by +/50, or at most +/30 from 90. In
[0190] According to one exemplifying embodiment the number of inspection zones are at least n, and each reflective surface of the scanning element shifts the inspection zones n times before the illumination direction is preferably redirected to the first illumination direction; n being a positive integer. After the illumination direction is preferably redirected to the first illumination direction the n-shifts are preferably repeated.
[0191] As stated above, the optical radiation that is received by the spectrometer system is guided to one or more sensors. The sensor arrangement further comprises a processing circuitry configured to collect sensor data based on a sensor signal from the sensor arrangement. The processing circuitry may be arranged anywhere, it may e.g. be arranged in the spectrometer housing 121, and/or the processing unit 113. It may e.g. be partly arranged in the spectrometer housing and partly arranged in the processing unit. Additionally or alternatively, the processing circuitry may fully or partly be arranged in a cloud based solution.
[0192] In more detail, a processing circuitry configured to execute a second zone collection function configured to collect second zone data based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the second inspection zone.
[0193] According to one example, during and/or after the second instance in time the first sensors outputs at least one signal corresponding to the optical radiation received by that sensor from the second inspection zone during the second instance in time; optionally more sensors such as the second sensor do the same. This at least one signal from one or more sensors may be referred to as at least one second zone sensor signal.
[0194] Further, during and/or after the third instance in time the first sensors outputs at least one signal corresponding to the optical radiation received by that sensor from the third inspection zone during the third instance in time; optionally more sensors such as the second sensor do the same. This at least one signal from one or more sensors may be referred to as at least one third zone sensor signal.
[0195] In general, during and/or after the n:th instance in time e.g. the first sensors outputs at least one signal corresponding to the optical radiation received by that sensor from the n:th inspection zone during the n:th instance in time; optionally more sensors such as the second sensor do the same. This at least one signal from one or more sensors may be referred to as at least one n:th zone sensor signal.
[0196] The processing circuitry is configured to execute a second zone collection function configured to collect second zone data based on said at least one second zone sensor signal or based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the second inspection zone. This second zone data may be a representation of all or a portion of the information present in said at least one second zone sensor signal. According to one example, said at least one second zone sensor signal is a continuous analog signal from a plurality of pixels representing a plurality of wavelength bands; while the second zone data is a sampled value of the analog signal from all or a portion of the wavelength bands.
[0197] Further, the processing circuitry is configured to execute a third zone collection function configured to collect third zone data based on said at least one third zone sensor signal or based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the third inspection zone.
[0198] In general, the processing circuitry may be configured to execute an n:th zone collection function configured to collect n:th zone data based on said at least one n:th zone sensor signal or based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the n:th inspection zone. This n:th zone data may be a representation of all or a portion of the information present in said at least one n:th zone sensor signal. According to one example, said at least one n:th zone sensor signal is a plurality of continuous analog signal from a plurality of pixels each pixel being associated with a respective wavelength band; while the n:th zone data is a sampled value of the analog signal from all or a portion of the pixels. Additionally or alternatively, said at least one n:th zone sensor signal comprises a continuous analog signal from one pixel; while the n:th zone data is a sampled value of a part, all or discontinuous parts of the analog signal. However, that the said at least one n:th zone sensor signal comprises one or more analog signals is optional. Said at least one n:th zone sensor signal may comprise any kind of data and/or signal, proceed or raw
[0199] The processing circuitry is configured to execute a classification function to classify said matter based on at least the 2nd to n:th zone data, n being 3. In other words, the processing circuitry is configured to execute a classification function to classify said matter based on at least the second zone data and third zone data.
[0200] The processing circuitry may be configured to classify said matter based on e.g. the 1st to n:th zone data, or the 2nd to n:th zone data, n being the number of shifts performed by the scanning element in said first direction before the illumination direction is redirected to the first illumination direction.
[0201] In general, the processing circuitry may be configured to classify said matter based a predetermined selection of two, three, four or more of the 1st to n:th zone data, n being the number of shifts performed by the scanning element in said first direction before the illumination direction is redirected to the first illumination direction.
[0202] The processing circuitry is configured to execute an output function configured to output a classification signal assigning said one of at least a first and a second class to said matter based on the output of said classification function.
[0203] In
[0204] The different properties of the fluorescence event and/or phosphorous event can be used for classifying the matter. Such properties may be one, two, three or more of the existence/non-existence, intensity above a predetermined threshold, the rise time, the decay time, the most intensive wavelength band. These properties may be determined for one or both of said fluorescence event and/or phosphorous event, and can be compared to a preset value, and/or look up table. Additionally or alternatively, one property of one of the events can be compared to one property of the other of the events. To exemplify, the max intensity of the fluorescence event can be compared to the decay time of the phosphorous event. Additionally or alternatively, one property of one of the events can be compared to another property of the same event. To exemplify, the max intensity of the phosphorous event can be compared to the decay time of the phosphorous event.
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[0207] For example, in
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[0210] Intensity data from experiments on the different matters of
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[0213] The absence or presence of phosphorescence is clearly illustrated in
[0214] Optionally, the apparatus may be configured such that optical radiation 122 from a plurality of inspection zones, e.g. from at least two, or at least three, or at least four, or at least eight, or at least 20 inspections are received simultaneously by said optical elements during a predetermined interval of time, which optical elements redirects said simultaneously received optical radiation to said sensors, where the optical radiation which is received simultaneously from said plurality of inspection zones (referred to as simultaneous optical radiation) is analysed by said sensor arrangement, and the simultaneous optical radiation that is analysed comprises a portion of radiation from each one of the plurality of inspection zones. According to one example, the scanning element and said optical elements are configured to simultaneously receive and redirect optical radiation from at least said second and third inspection zones, e.g. also said first inspection zone, towards said sensor arrangement simultaneously at least during at least said second and third time interval.
[0215] To exemplify, when e.g. there has been four shifts and the least one illumination beam is directed in a fifth illumination direction towards the first object passing zone, the sensors may receive optical radiation from said first, second, third, fourth and fifth inspection zone simultaneously. Where optical radiation received from the first inspection zone is indicative of the colour and/or fluorescence of said matter at a currently irradiated portion, the optical radiation simultaneously received from the second inspection zone is indicative of the phosphorescence of said matter at a portion being irradiated one period of time ago, the optical radiation simultaneously received from the third inspection zone is indicative of the phosphorescence of said matter at a portion being irradiated two periods of time ago, the optical radiation simultaneously received from the fourth inspection zone is indicative of the phosphorescence of said matter at a portion being irradiated three periods of time ago, the optical radiation simultaneously received from the fifth inspection zone is indicative of the phosphorescence of said matter at a portion being irradiated four periods of time ago. By sorting the data belonging to the same portion of the matter together over time, information about the optical radiation reflected, scattered or emitted from that portion of said matter may be gathered. Similarly, by sorting the data belonging to different pieces of the matter together over time, information about the optical radiation reflected, scattered or emitted from the different pieces of may be gathered. This example discussed the simultaneous use of five inspection zones, however the same may be performed by the use of any number of inspection zones.
[0216] Although simultaneous measurements from a plurality of inspection zones may increase the accuracy of the measurement it is optional. Information about the optical radiation reflected, scattered or emitted from one piece or different pieces of matter may be gathered by use of only one inspection zone at each time interval.
[0217] According to one exemplifying embodiment, the processing circuitry of the depicted apparatus 100 is configured to classify said matter based on a first property set pertaining to matter 102 in the first detection zone 104. The first property set may be any set of data including any type of data. The first property set may include any number of properties. The first property set is determined based on an outputted signal S1 of the at least one sensor of the spectroscopy system 120. The signal S1 may include any kind of data, proceed or raw. The processing circuitry is thus configured to receive and analyse data based on the outputted signal S1 of the spectroscopy system 120 and to determine a fist property set based on the signal S1.
[0218] The first property set may be indicative of at least one of a spectral response of the matter 102, a material type of the matter, a colour of the matter, a fluorescence of the matter, a ripeness of the matter, a dry matter content of matter, a water content of the matter, a fat content of the matter, an oil content of the matter, a calorific value of the matter, a presence of bones or fishbones of the matter, a presence of pest of the matter, a mineral type of the matter, an ore type of the matter, a defect level of the matter, a detection of hazardous biological materials of the matter, a presence of matter, a non-presence of matter, a detection of multilayer materials of the matter, a detection of fluorescent markers of the matter, a quality grade of the matter, a physical structure of the surface of the matter and molecular structure of the matter.
[0219] Also, the processing circuitry may include processing capabilities possibly used to process the actual raw data from the spectrometer or spectrometers of the spectroscopy system 120. This means that the spectroscopy system 120 may be capable of determining properties or a property to be included in the first property set. In other words, the processing unit 113 may be configured to simply include already processed data form the spectroscopy system 120 into the first property set.
[0220] For different applications of the apparatus 100 different properties are typically included in the first property set. In other words, the first property set is typically indicative of different properties for different applications of the apparatus 100.
[0221] In applications where waste is recycled, the first property set is typically indicative of polymer material, sleeve material and cap material.
[0222] In applications where fruit or vegetables are sorted, the first property set is typically indicative of foreign matter like polymers, stones and shells.
[0223] In applications where wood is sorted, the first property set is typically indicative of wood type and presence of foreign material.
[0224] The apparatus may optionally further comprise a camera-based sensor arrangement 128, e.g. a laser triangulation system 124, for determining one or more further parameters of the matter or measure the matter is said first object passing zone 104 or in a second object passing zone 106, which second object passing zone is fully or partly arranged upstream or downstream of said first object passing zone.
[0225] According to one example, the camera-based detector system may be used for determining the height or width of the passing matter so as to facilitate an ejection of the same.
[0226] The ejection arrangement 112 of the depicted apparatus 100 is coupled to the processing unit 113. The ejection arrangement 112 is adapted to eject and thus sort matter 102 into a first and second class or a plurality of classes or fractions. For instance, the matter 102 may be sorted into one scrap fraction and one fraction that is to be used. In case of fruits and vegetables, the matter 102, i.e. the fruits and vegetables, may be sorted into a plurality of classes based on a colour which in turn corresponds to a ripeness level, defects or presence of foreign material.
[0227] The ejection and sorting performed by the ejection arrangement 112 may be initiated in response to receiving a signal form the processing unit 113. The signal from the processing unit 113 is typically based on the determined first property set and/or the determined second property set. Hence, the matter may be sorted based on analysis performed by the spectroscopy system 120 and/or the camera-based system.
[0228] The so received signal may be a simple on/off signal or may be a complex signal including for instance specific coordinates of the matter 102 when approaching the ejection arrangement 112. In the latter case, the ejection arrangement 112 may thus impinge on or grip specific matter 102 fulfilling specific criteria and do so in a specific location, resulting in that the matter 102 is ejected and thus sorted.
[0229] To perform the actual ejection and sorting, the ejection arrangement 112 may include a jet of compressed air, a jet of pressurized water, a mechanical finger, a bar of jets of compressed air, a bar of jets of pressurized water, a bar of mechanical fingers, a robotic arm and a mechanical diverter. The entities and principles used to perform the ejection and sorting are consequently known in the art per se.
[0230] According to
[0231] According to one exemplifying embodiment the following procedure may be used to associate the respective inspection zone data with the same portion of the matter: [0232] Calculate NIR-pixel of zone 1 [0233] P_a=pix(z_1) [0234] For each zone (i: 2 . . . 8) [0235] Calculate NIR-pixel of zone i: P_b=pix(z_i) [0236] Add VIS spectrum of zone i to all pixels between P_a and P_b [0237] For each NIR-Pixel (j: P_a . . . P_b+1) [0238] Add VIS pixel j, zone i [0239] P_a=P_b [0240] where: z is the c-c distance [mm] between two inspection zones.
[0241] In Detection Zones 2-8 phosphorescence spectra might occur. The Zone with the maximum phosphorescence intensity is searched in zones (maxP(D2, . . . , D8)). The phosphorescence spectrum of the maximum zone is taken as phosphorescence spectrum of the measurement. Neighboring zones might be used to improve the SNR of phosphorescence signal. v_p. In an extreme case, data is integrated with a TDI scheme (time delay integration).
[0242] Additionally or alternatively, two series of data may be provided; one from the VIS spectrometer and one from the NIR Spectrometer. The following processing may e.g. be made when processing the data and classifying the matter. Each data series is pre-processed, e.g. by making a dark subtraction (subtracting a dark reference), white calibration and/or temperature calibration. One or both of the data series may also be compensated for ambient light by Ambient light subtraction. There after one or more steps of spectral processing may be made to one or both of the data series. The spectral processing may involve raise and decay analysis to determine information related to the raise and decay of the different spectrum and/or time delay integration to integrate the spectra and/or comparison of several spectra to each other to determine the best spectrum. After the optional one or more steps of spectral processing, the model continues with classification model steps, where preferably one or more NIR set of data representing one or more NIR spectrum and one or more VIS set of data representing one or more VIS spectrum is preferably provided. The one or more NIR set of data may be processed so as to make a Material Classification, i.e. determine what material(s) the matter is formed of. The one or more VIS set of data may be processed so as to make Fluorescence/Phosphorescence Classification the VIS data is e.g. matched to one or more references to determine or classify the material/marker based on features in the Fluorescence-Phosphorescence spectrum of the matter. Optionally, the one or more VIS data may be processed so as to determine or classify the colour of the matter. The result of the classification model steps is thereafter provided to a Resulting integration, where the classification results are processed and a resulting classification is provided. After the resulting integration the output optionally together with the initial or processed data from the NIR and/or VIS spectrometer can be provided for further image processing, object processing such as cleaning or ejection.
[0243] Hence, it is to be understood that this inventive concept is not limited to the particular component parts of the device described as such device may vary. It is also to be understood that the terminology used herein is for purpose of describing particular variants only, and is not intended to be limiting. It must be noted that, as used in the specification and the appended claim, the articles a, an, the, and said are intended to mean that there are one or more of the elements unless the context clearly dictates otherwise. Thus, for example, reference to a unit or the unit may include several devices, and the like. Furthermore, the words comprising, including, containing and similar wordings does not exclude other elements. Further, an item that has been described as part of a whole, can also be used on its own.
Itemized List of Embodiments
[0244] Item 1. An apparatus (100) for classification of matter (102) in one of at least a first and a second class, the apparatus comprising: [0245] an irradiation arrangement (114), [0246] a scanning element (136) and [0247] a spectroscopy system (120), [0248] wherein the irradiation arrangement is adapted to emit at least one illumination beam (116) comprising optical radiation, which illumination beam is configured to cause a photoexcitation event in a photo responsive portion of said matter upon irradiation of said photo responsive portion of said matter with said at least one illumination beam, [0249] wherein the irradiation arrangement further comprises a first optical arrangement (134) adapted to direct and optionally converge the at least one illumination beam towards the scanning element during at least a first period of time, [0250] wherein the scanning element is configured to redirect the at least one illumination beam along an illumination direction towards an object passing zone (104), such that said matter, when being transported on a conveyor belt (108) at a speed of between 0.4 m/s to 20 m/s or in free fall through said object passing zone, is irradiated at least during a first time period by said at least one illumination beam in an irradiated area (118), [0251] wherein the spectroscopy system (120) comprises a sensor arrangement comprising one or more sensors (131,132) which sensor arrangement is adapted to receive and analyse optical radiation which is reflected, scattered and/or emitted by said matter in at least one of a plurality of inspection zones (1-8) arranged sequentially in a first direction (140), [0252] wherein a first inspection zone (1) of the plurality of inspection zones substantially coincides with the irradiated area during said first period of time, [0253] a second inspection zone (2) of the plurality of inspection zones is arranged subsequent to the first inspection zone (1) with respect to the first direction (140), and [0254] a third inspection zone (3) of the plurality of inspection zones is arranged subsequent to the second inspection zone (2) with respect to the first direction (140), [0255] and [0256] wherein the scanning element is further adapted to shift said plurality of inspection zones and said illumination direction relative said matter in the first direction, such that the second inspection zone during a second period of time after said first period of time, substantially coincides with the first inspection zone previous to said shift, and [0257] wherein the scanning element is further adapted to shift said plurality of inspection zones and said irradiated area relative said matter in the first direction, such that the third inspection zone during a third period of time after said second period of time, substantially coincides with the second inspection zone previous to said shift, [0258] wherein said spectroscopy system further comprises optical elements, which optical elements are configured to receive, via said scanning element: [0259] during said second period of time optical radiation being emitted by said matter in the second inspection zone, which optical radiation pertains to a phosphorescence event resulting from the photoexcitation event in the first inspection zone during said first period of time, [0260] during said third period of time optical radiation being emitted by said matter in the third inspection zone, which optical radiation pertains to a phosphorescence event resulting from the photoexcitation event in the first inspection zone during said first period of time, [0261] and are configured to redirect said received optical radiation to at least one of said one or more sensors, [0262] wherein the sensor arrangement further comprises a processing circuitry configured to execute: [0263] a second zone collection function configured to collect second zone data based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the second inspection zone, [0264] a third zone collection function configured to collect third zone data based on at least one sensor signal from said one or more sensors, which at least one sensor signal pertains to said optical radiation emitted by said matter in the third inspection zone, [0265] a classification function configured to classify said matter based on the second zone data and the third zone data, [0266] an output function configured to output a classification signal assigning said one of at least a first and a second class to said matter based on the output of said classification function.
[0267] Item 2. An apparatus (100) according to item 1, wherein said scanning element (136) and said optical elements are further configured to receive and redirect optical radiation from at least said second (2) and third (3) inspection zones towards said sensor arrangement simultaneously at least during said second and third time interval, [0268] and wherein said sensor arrangement comprises at least one sensor array, wherein each one of said at least one sensor array has a plurality of sensor pixels, wherein said at least one sensor array is arranged such that optical radiation reflected, scattered and/or emitted by said matter (102) in a respective inspection zone is received on a respective set of sensor pixels of said at least one sensor array, wherein the pixels of said respective sets of sensor pixels are different or only partly overlapping.
[0269] Item 3. An apparatus (100) according to any one of the preceding items, wherein the optical elements are further configured to receive, via said scanning element (136): [0270] during said first period of time, optical radiation pertaining to said at least one illumination beam being reflected and/or scattered by said matter (102) in said first inspection zone (1), and/or [0271] during said first period of time, optical radiation being emitted by said matter pertaining to a fluorescence event resulting from the photoexcitation event in the first inspection zone; and [0272] wherein said processing circuitry is further configured to execute: [0273] a first zone collection function configured to collect first zone data based on at least one sensor signal from said one or more sensors, which sensor signal pertains to said optical radiation reflected, scattered and/or emitted by said matter in the first inspection zone; and [0274] said classification function is further configured to classify said matter based on also the first zone data.
[0275] Item 4. An apparatus (100) according to any one of the preceding items, wherein a fluorescing portion of said photo responsive portion of said matter (102) emits optical radiation upon irradiation with said at least one illumination beam in said first zone (1), said optical radiation pertaining to a fluorescence event and comprising optical radiation within one or more wavelength bands, and wherein each piece of matter in said fluorescing portion of photo responsive portion of said matter emits radiation within at least one wavelength band of said one or more wavelength bands upon irradiation with said at least one illumination beam, and [0276] wherein said at least one illumination beam is substantially free of optical radiation within said one or more wavelength bands, [0277] wherein optionally said at least one illumination beam consist of optical radiation within at least one low wavelength range and at least one high wavelength range, and each one of said one or more wavelength bands optionally consist of optical radiation within a wavelength range that is different from both said low wavelength range and said high wavelength range.
[0278] Item 5. An apparatus (100) according to any one of the preceding items, wherein said scanning element (136) is a polygon mirror configured to rotate in a first direction around an axis of rotation, which polygon mirror comprises a set of reflective surfaces arranged one after another around said axis of rotation, [0279] and wherein each reflective surface in said set of reflective surfaces is configured to receive optical radiation from said first (1), second (2) and third (3) inspection zones at least during a respective one of three consecutive time periods.
[0280] Item 6. The apparatus (100) according to any one of the preceding items, wherein said sensor arrangement comprises a first sensor (131) and a first diffraction element and a second sensor (132) and a second diffraction element, and the optical elements are configured to: [0281] direct optical radiation within a first wavelength range to only said first diffraction grating and only said first sensor of said first and second diffraction gratings and said first and second sensors, and [0282] direct said optical radiation within a second wavelength range to only said second diffraction grating and only said second sensor of said first and second diffraction gratings and said first and second sensors, [0283] wherein said first and second wavelength ranges are the same, different or only partially overlapping.
[0284] Item 7. The apparatus (100) according to any one of the preceding items 1-5, wherein the sensor arrangement comprises a first sensor (131), and the optical elements are configured to: [0285] direct optical radiation within a first wavelength range to said first sensor during a first instance in time, and [0286] direct said optical radiation within a second wavelength range to said second sensor during a second instance in time, which second instance in time is different from said first instance in time, [0287] wherein said first and second wavelength ranges are different or only partially overlapping.
[0288] Item 8. The apparatus (100) according to any one of the preceding items, wherein the irradiation arrangement (114) comprises at least two irradiation arrangements, the optical axis of which is incident on said scanning element (136) from different directions, wherein each of the at least two irradiation arrangements is adapted to emit optical radiation in different or only partially overlapping wavelength ranges, wherein the optical radiation in different or only partially wavelength ranges are emitted simultaneously or sequentially.
[0289] Item 9. The apparatus (100) according to any one of the preceding items, wherein the irradiation arrangement (114) comprises at least one irradiation arrangement, which is adapted to emit optical radiation in different or only partially overlapping wavelength ranges at different points in time.
[0290] Item 10. The apparatus (100) according to any one of the preceding items, wherein one of said one or more sensors comprises a sensor array, which sensor array has a plurality of sensor pixels, which plurality of sensor pixels is arranged such that optical radiation reflected, scattered and/or emitted by said matter (102) in the second inspection zone (2) is received on a second set of sensor pixels of said sensor array, and optical radiation emitted by said matter in the third inspection zone (3) is simultaneously received on a third set of sensor pixels of said sensor array, wherein the pixels of said first and second set of sensor pixels are different or only partly the same.
[0291] Item 11. The apparatus (100) according to item 10 when dependent on at least item 2, wherein said plurality of sensor pixels are further arranged such that optical radiation emitted by said matter (102) in the first inspection zone (1) is received on a first set of sensor pixels of said sensor array, the pixels of said first set of pixels are different from or only partly overlapping said first and second set of sensor pixels.
[0292] Item 12. The apparatus (100) according to any one of the preceding items, wherein said apparatus comprises a further sensor arrangement adapted to receive and analyse optical radiation which is reflected and/or scattered by said matter in the irradiated area and the processing circuitry is optionally further configured to execute [0293] a fourth collection function configured to collect fourth data based on a fourth sensor signal from the further sensor arrangement, which fourth sensor signal pertains to said optical radiation reflected and/or scattered by said matter in the irradiated area.
[0294] Item 13. A method for classification of matter (102) in one of at least a first and a second class, said matter transported in bulk, the method comprising: [0295] emitting and directing at least one illumination beam comprising optical radiation towards an object passing zone (104), [0296] irradiating an irradiated area (118) of said matter (102) with said at least one illumination beam at an a least first instance in time and during at least a first time period, said matter (102) being transported on a conveyor belt (108) at a speed of between 0.4 m/s-20 m/s or in free fall in the object passing zone, thereby causing a photoexcitation event in a photo responsive portion of said matter (102), [0297] directing optical radiation via a scanning element (136) towards one or more sensors of a sensor arrangement, which optical radiation is scattered and/or emitted by said matter in at least one of a plurality of inspection zones (1-8), which inspection zones are arranged sequentially in a first direction (140), wherein a first inspection zone (1) of the plurality of inspection zones (1-8) substantially coincides with the irradiated area (118), and wherein a second inspection zone (2) of the plurality of inspection zones (1-8) is arranged subsequent to the first inspection zone with respect to the first direction (140), [0298] shifting, by said scanning element, said plurality of inspection zones and said irradiated area relative said matter (102) in the first direction (140), such that the second inspection zone at a second instance in time after said first period of time substantially coincides with the first inspection zone at said first instance in time, [0299] thereafter receiving, by the sensor arrangement, optical radiation emitted by said matter (102) in the second inspection zone during a second period of time, said optical radiation emitted by said matter (102) in the second inspection zone pertaining to a phosphorescence event resulting from the photoexcitation event, [0300] collecting first phosphorescence data associated with the received light emitted by said matter (102) in the second inspection zone during said second period of time, [0301] shifting, by said scanning element, said plurality of inspection zones and said irradiated area relative said matter (102) in the first direction (140), such that the third inspection zone at a third instance in time after said second time period substantially coincides with the second inspection zone at said second instance in time, [0302] thereafter receiving, by the sensor arrangement, optical radiation emitted by said matter (102) in the third inspection zone during a third period of time, said optical radiation emitted by said matter (102) in the third inspection zone pertaining to a phosphorescence event resulting from the photoexcitation event, [0303] collecting second phosphorescence data associated with the received light emitted by said matter (102) in the third inspection zone during said third period of time, [0304] classifying, by a processing circuitry, said matter (102) based on the second zone data and the third zone data, [0305] outputting, by the processing circuitry, a classification signal assigning one of said at least a first and a second class to said matter based on the result of said classifying.
[0306] Item 14. A method according to item 13, further comprising [0307] receiving, at said one or more sensors of said sensor arrangement during at least said first period of time, optical radiation reflected, scattered and/or emitted by said matter (102) in the first inspection zone, said optical radiation reflected and/or scattered by said matter in the first inspection zone pertaining to said at least one illumination beam, and said optical radiation emitted by said matter in the first inspection zone pertaining to a fluorescence event resulting from said photoexcitation event, and [0308] collecting first zone data associated with the received optical radiation reflected, scattered and/or emitted by said matter in the first inspection area at least during said first period of time.
[0309] Item 15. A method according to item 14, wherein the first zone data is a representation of at least a first spectrum, and wherein classifying said matter comprises determining a wavelength distribution of the first spectrum and optionally determining at least one property relating to the shape of said first spectrum, such as the peak height, peak width and/or peak area for one or more peaks.
[0310] Item 16. A method according to any one of items 13-15, further comprises forming phosphorous data based on at least said second zone data and said third zone data, which phosphorous data is a representation of at least a second spectrum, such as a phosphorescence spectrum, and wherein classifying said matter comprises determining a wavelength distribution of the second spectrum and optionally a determining at least one property relating to the shape of said second spectrum, such as the peak height, peak width and/or peak area for one or more peaks and
[0311] Item 17. The method according to any one of items 13-16, wherein classifying said matter comprises determining a raise time and/or a decay time of the phosphorescence event.
[0312] Item 18. The method according to any one of items 13 to 17, wherein [0313] classifying said matter further comprises classifying said matter based on: [0314] at least one property relating to the phosphorescence event of said matter, and [0315] at least one property relating to a respective one of the color, the transmission, the reflectivity and the fluorescence of said matter.
[0316] Item 19. The method according to item 18, wherein said step of classifying said matter further comprises comparing said at least one property relating to the phosphoresce of said matter and said one or more other properties relating to a respective one of the colour, the transmission, the reflectively and the fluorescence of said matter, to data stored in a local or centralized database.
[0317] Item 20. The method according to any one of items 13-20, wherein said classifying further comprises: [0318] determining by means of at least one of image processing and spectrum processing whether said matter is provided with a phosphorus marker; and/or [0319] identifying one or a plurality of materials making up said matter e.g. by means of spectrum processing; and/or [0320] upon determining a plurality of materials making up one piece of matter, determining if the combination of these materials is acceptable or non-acceptable.
[0321] Item 21. The method according to any one of items 13 to 20, wherein the at least one illumination beam causing the photoexcitation event comprises optical radiation within the ultraviolet and/or visible wavelength range.
[0322] Item 22. The method according to any one of items 13 to 21, wherein said emitting and directing at least one illumination beam comprises emitting and directing at least one illumination beam comprising optical radiation within one or a combination of the ultraviolet, visible, near infrared and infrared wavelength range; [0323] and/or, [0324] wherein said receiving of optical radiation reflected, scattered and/or emitted by said matter in the first inspection zone comprises receiving optical radiation within one or a combination of the ultraviolet, visible, near infrared and infrared wavelength range.
[0325] Item 23. The method according to any one of items 13 to 22, wherein the sensor arrangement comprises: [0326] a first sensor configured to detect optical radiation within the ultraviolet and/or visible wavelength range; and [0327] a second sensor configured to detect optical radiation within the near infrared and/or infrared light wavelength range.