WO1999045368A1 - Improved laser spectral analyzer with sample location detector - Google Patents

Improved laser spectral analyzer with sample location detector Download PDF

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Publication number
WO1999045368A1
WO1999045368A1 PCT/US1999/004756 US9904756W WO9945368A1 WO 1999045368 A1 WO1999045368 A1 WO 1999045368A1 US 9904756 W US9904756 W US 9904756W WO 9945368 A1 WO9945368 A1 WO 9945368A1
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WO
WIPO (PCT)
Prior art keywords
sample
analyzer
laser
range
range finder
Prior art date
Application number
PCT/US1999/004756
Other languages
French (fr)
Inventor
Michael G. Nelson
Kenneth S. Gritton
Original Assignee
Baker Hughes Incorporated
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Baker Hughes Incorporated filed Critical Baker Hughes Incorporated
Priority to AU28943/99A priority Critical patent/AU2894399A/en
Publication of WO1999045368A1 publication Critical patent/WO1999045368A1/en

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Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/71Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light thermally excited
    • G01N21/718Laser microanalysis, i.e. with formation of sample plasma

Definitions

  • This invention relates generally to sensors used in connection with
  • liquid slurry or pulp More particularly, this invention relates to improved methods
  • Flotation machines are used in many industrial applications for separation of
  • particulate materials from suspensions in a liquid, usually water.
  • froth containing the floated particles is then removed as the concentrate or product
  • the flotation process can also be
  • fibrous or vegetable matter such as paper fibers, bacterial cells, and the like.
  • control device to measure the level and density of pulp and to control the flow rate
  • the senor or sensors comprise a means for determining whether the senor or sensors are insensitive to the senor or sensors.
  • the senor determines input stream composition and particle size.
  • the sensor determines whether the input stream composition and particle size.
  • LIBS laser-induced breakdown spectroscopy
  • LIMS mass spectroscopy
  • X-ray fluorescence spectroscopy neutron activation
  • LIMS is the LASMA Laser Mass Analyzer available from Advanced Power
  • FIGURE 1 shown schematically in FIGURE 1, labeled as prior art, wherein the system is
  • a beam 11 from a pulsed laser 12 is directed by a system of
  • optical components which may include a mirror 13 and a focusing lens 14, at a
  • the pulsed laser beam 12 may be directed at the sample b movement of
  • the beam may impinge on
  • the sample at a single point, or it may move in any required path to provide a profile
  • the sample is converted to a plasma state by the energy of the
  • the wavelengths of the emissions are known to
  • neodymium- YAG laser which heats a small volume of sample within a volume of a
  • LIMS sensors provide for the determination of elemental composition in situ, that
  • art processing systems also include using LIBS sensors in processing systems which
  • a LIBS sensor analyzes
  • the LIBS sensor performs an analysis of a
  • the LIBS sensor is positioned close to the froth overflow of a conventional froth
  • a typical laser spectral analyzer has a focal plane of +/- 0.5 mm.
  • the stream surface is
  • Examples of these processes include a sheet metal rolling mill, a
  • the laser and sensor of a laser spectral analyzer are focused about a focal
  • Samples are presented in a flowable slurry stream having a turbulent
  • a range-finding laser is
  • the range-finding laser compares the detected distance
  • controller or directly to the laser spectral analyzer to fire the laser and obtain a
  • outer surface of the slurry stream due to turbulence is on the order of 10 "3 seconds
  • the analyzer which for example is approximately +/- 0.5 mm about a focal plane.
  • FIGURE 1 is a schematic representation of a laser analysis system of the
  • FIGURE 2 is a graphical representation of an output plot of a laser analysis
  • FIGURE 3 is a schematic diagram of a laser spectral analyzer incorporating a
  • FIGURE 4 is an enlarged schematic showing the slurry stream and the
  • FIGURE 5 is a schematic representation of a laser spectral analyzer
  • FIGURE 3 a laser spectral analyzing system is shown generally
  • Analyzer 30 further includes range-finding laser 38 which produces an output signal
  • feedback signal 40 is reflected back to range finder 38.
  • Range finder 38 compares output signal 39 to feedback
  • Range finder 38 produces an electrical signal to controller 36 triggering
  • Range fmder 38 is
  • Beam 37 turns the upper surface 33 of
  • range finder 38 sends a triggering signal directly to laser 41 to produce
  • Laser beam 37 and range finder output signal 39 are shown as separated
  • FIGURES 3 and 4 9 by a distance in FIGURES 3 and 4 for illustration purposes only.
  • Another embodiment allows the two signals to be co-linear, thus
  • the range finder may be any one of several devices known in the art
  • range-finding laser including a range-finding laser, ultrasound, radar or other suitable range finding
  • spectral analyzer 35 focal limits 45, 46 at a frequency of about 10 " seconds.
  • FIGURE 3 The embodiment of FIGURE 6 is a rolling mill of sheet metal
  • system 30 is included in other types of manufacturing

Abstract

A laser spectral analyzer is presented for analyzing the composition characteristics of a stream of flowable material. The analyzer includes a laser spectroscopy sensor which emits a laser beam at a predetermined focal area to excite the electrons of the material and a detector for receiving and a processor for identifying peaks from the spectra given off by the excited electrons. The analyzer further includes a sample location detection system for determining the position of the sample relative to the laser spectroscopy sensor. The detection system controls the triggering of the light source to only when the sample surface is within predetermined limits about the focal area of the sensor. In alternative embodiments the detection system includes circuitry which directs the detector to disregard electrons or directs the processor not to identify spectra from a sample determined to outside of the predetermined limits of the sensor. In other alternative embodiments the analyzer is included in an industrial manufacturing process having a continuous flow of material to detect the position of an upper surface of the material and control the system.

Description

IMPROVED LASER SPECTRAL ANALYZER WITH SAMPLE LOCATION
DETECTOR
Background of the Invention:
1. Field of the Invention
This invention relates generally to sensors used in connection with
equipment (i.e., froth flotation machines) for the separation of particles from a
liquid slurry or pulp. More particularly, this invention relates to improved methods
and apparatus for automatically monitoring, operating, and controlling continuous
feed process equipment using remote sensing devices, particularly laser
spectroscopy type sensing devices.
2. Brief Description of the Prior Art
Flotation machines are used in many industrial applications for separation of
particulate materials from suspensions in a liquid, usually water. The particles to be
removed from the suspension are treated with reagents to render them hydrophobic
or water repellant, and a gas, usually air, is admitted to the suspension in the form
of small bubbles. The hydrophobic particles come into contact with the bubbles and
adhere to them, rising with them to the surface of the liquid to form a froth. The
froth containing the floated particles is then removed as the concentrate or product,
while any hydrophilic particles are left behind in the liquid phase and pass out as
the tailings. Flotation machines find particular utility in the metals recovery
industry, providing superior recovery of metallic minerals from a solid/liquid
mixture known as a "pulp," "slurry," or "feed". The flotation process can also be
1 applied to the removal of oil droplets or emulsified oil particles, as well as to
fibrous or vegetable matter such as paper fibers, bacterial cells, and the like.
Efficient and effective operation of flotation machines requires monitoring
and controlling a multitude of process parameters such as slurry levels and bubble
size, as described above. Other process parameters include but are not limited to
the density of the pulp in the chamber of the flotation machine, bubble
concentration and distribution, product and tailings removal rates, reagent addition
and consumption rates, air flow, solids concentration, froth mass and volume, froth
level, pulp level, feed rate, and the like. These classifications and examples are for
convenience and example only.
Simple controllers have been used to measure and adjust the density of feed
or pulp. For example, U.S. Patent No. 5,368,166 to Chumak, et al., discloses a
control device to measure the level and density of pulp and to control the flow rate
of water and frothing agent. A differential densitometer for continuously measuring
total undissolved solids in a liquid in U.S. Patient No. 5,417, 102 to Prevost.
Another application of a prior art control system is disclosed in U.S. Patent
application 756,713 commonly assigned to applicant and is frilly incorporated
herein by reference in this application, the sensor or sensors comprise a means for
determining input stream composition and particle size. Preferably, the sensor
provides the data regarding the input stream without the necessity of removing
samples from the process flow for analysis at a separate location.
It will be appreciated that it is often difficult to sense and communicate
certain parameters in real time within flotation and similar machines. Thus, a
2 variety of technologies including ultrasonic absorption and reflection, laser-heated
cavity spectroscopy, laser-induced breakdown spectroscopy (LIBS), laser-induced
mass spectroscopy (LIMS), X-ray fluorescence spectroscopy, neutron activation
spectroscopy, pressure measurement, microwave or millimeter wave radar
reflectance or absorption, and other optical and acoustic methods have been used in
the prior art. An example of a suitable apparatus for sensing using LIBS is
disclosed in U.S. Patent No. 5,379,103 (Ziegler), all of the contents of which are
incorporated herein by reference. An example of a specific apparatus for sensing
LIMS is the LASMA Laser Mass Analyzer available from Advanced Power
Technologies, Inc., of Washington, D.C.
An example of a LIBS system for analysis of a multiple constituent sample is
shown schematically in FIGURE 1, labeled as prior art, wherein the system is
shown generally as 10. A beam 11 from a pulsed laser 12 is directed by a system of
optical components, which may include a mirror 13 and a focusing lens 14, at a
sample 15. The pulsed laser beam 12 may be directed at the sample b movement of
the laser or of one or more of the optical components. The beam may impinge on
the sample at a single point, or it may move in any required path to provide a profile
of the process stream without the necessity of removing individual samples from the
process stream. The sample is converted to a plasma state by the energy of the
beam which gives off atomic emissions 16 in the ultraviolet and visible range.
These emissions are focused by lens 17 to a spectrograph 18. Spectrograph 18
separates the emissions into wavelengths and their corresponding intensities which
are in turn plotted on a display 19. The wavelengths of the emissions are known to
3 correspond to specific elements which makes the identification of the constituents of
sample 15 straightforward. The LIBS system described typically utilizes a
neodymium- YAG laser, which heats a small volume of sample within a volume of a
few cubic millimeters to temperatures as high as 100,000 degrees Kelvin. The
analysis of the sample is completed very quickly, typically within one to five
seconds, depending on the application. Analysis of samples using the LIBS system
yields high sensitivities as depicted in FIGURE 2, labeled prior art, wherein the
detection of the element beryllium included in sample of water is represented by
spike 20 wherein the concentration of beryllium is only one part per million.
Control systems of the prior art which include the use of one or more LIBS
or LIMS sensors provide for the determination of elemental composition in situ, that
is, without the need for removal of a sample for analysis at a separate location. The
use of LIBS and LIMS sensors in this manner allows fast, discrete, real-time
analysis. When used in conjunction with a controller a control device is actuated in
response to the data received from the LIBS sensor and an internal process model to
affect changes to the operational parameters of the processing system containing a
multi-component mixture.
LIBS sensors are utilized in the prior art as described above for determining
elemental composition in essentially dry or dewatered solids or froths. Other prior
art processing systems also include using LIBS sensors in processing systems which
have sample streams which do not need to be dried or dewatered, including, but not
limited to, thickeners, filters, centrifuges, analysis of the molten metal or slag
streams of smelting furnaces, chemical process solutions, and the like, for example,
4 crushed ore which is conditioned by adding reagents and then is subjected to froth
flotation in at least one flotation machine for separation. A LIBS sensor analyzes
the composition of one or more constituents of the crushed ore and communicates
these data to an intelligent controller. The controller then send signals to a grinding
apparatus or the reagent addition system to make adjustments affecting the
operational parameters of the froth flotation machine.
In still other prior art applications, the LIBS sensor performs an analysis of a
few key elements in dry or dewatered samples, for example the concentration of
copper, molybdenum, iron, silica, and magnesium in copper flotation concentrates.
The LIBS sensor is positioned close to the froth overflow of a conventional froth
flotation machine to avoid errors. There is a need for a LIBS sensor which
incorporates ruggedized optics to allow operation on or near process streams,
providing tolerance for vibration, dust, and moisture.
One of the challenges in utilizing a laser spectral analyzer in the prior art is
the caused by the difficulty of positioning a sample within the relatively short focal
plane of the laser. A typical laser spectral analyzer has a focal plane of +/- 0.5 mm.
As described herein above a laser spectral analyzer is used frequently to
characterize the constituents of a stream of flowing slurry. The stream surface is
typically comprised of turbulent flow and as such the surface of the stream
fluctuates in and out of the focal plane of the laser. Numerous attempts to eliminate
the turbulent nature of the stream, variations in sample port design for example,
have proven to be ineffective. In fact, in current configurations a suitable sample is
only acquired in one out of every three attempts.
5 There are several other industrial processes wherein laser spectral analysis is
advantageous for determining the composition, or other characteristics, of a moving
sample. Examples of these processes include a sheet metal rolling mill, a
continuous casting machine, a textile fiber extrusion machine, etc. These processes
have shortcomings similar to those described herein above with respect to sample
presentation.
Summary of the Invention:
The above-discussed and other problems and deficiencies of the prior art are
overcome or alleviated by using a laser spectral analyzer with a sample positioning
detection system in accordance with the present invention.
In accordance with the present invention a detection system is provided to
accurately determine the position of an outer surface of a slurry sample relative to a
sensor of a laser spectral analyzer. In a particular embodiment of the present
invention the laser and sensor of a laser spectral analyzer are focused about a focal
area and may accurately characterize a material only within a small limit about the
focal area. Samples are presented in a flowable slurry stream having a turbulent, and
therefore undulating, outer surface causing the sample to move in and out of the
limits of the analyzer. When the slurry stream is within the limits of the analyzer a
laser beam excites the slurry producing a sample of excited electrons, a detector
receives a spectrum given off by the electrons, and a processor identifies peaks from
the spectra which are associated with compositional characteristics of the slurry. In accordance with the present invention a range finding detector is provided
to accurately determine when the outer surface of the slurry is within the focal range
of the analyzer. In a particularly preferred embodiment a range-finding laser is
utilized wherein a beam is directed from the laser to the stream and is reflected back
to the range-finding laser. The range-finding laser compares the detected distance
to predetermined limits and provides a triggering signal to either a separate
controller or directly to the laser spectral analyzer to fire the laser and obtain a
sample from the stream.
In an embodiment of the present invention the time constant related to the
outer surface of the slurry stream due to turbulence is on the order of 10"3 seconds
and the time constant of the firing control of the laser spectral analyzer is on the
order of 10"6. The difference in the time constants ensures that the laser's firing can
be triggered quickly enough to fire while the slurry stream is within the focal range
of the analyzer, which for example is approximately +/- 0.5 mm about a focal plane.
In an alternative embodiment the range finder directs the detector of the analyzer to
disregard spectra produced by electrons which are excited by the firing of the laser
while the stream is determined to be outside of the limits. In yet another
embodiment the range finder directs the processor not to identify spectra form a
sample when it is determined that the sample was taken while the outer surface of
the slurry stream was outside of the limits of the analyzer.
Brief Description of the Drawings: Referring now to the drawings wherein like elements are numbered alike in
the several FIGURES:
FIGURE 1 is a schematic representation of a laser analysis system of the
prior art;
FIGURE 2 is a graphical representation of an output plot of a laser analysis
system of the prior art;
FIGURE 3 is a schematic diagram of a laser spectral analyzer incorporating a
sample detection system in accordance with the present invention;
FIGURE 4 is an enlarged schematic showing the slurry stream and the
sample detection system of detail 4 in FIGURE 3 ; and
FIGURE 5 is a schematic representation of a laser spectral analyzer
incorporating a sample detection system in accordance with the present invention
for a continuous manufacturing process.
Description of the Preferred Embodiment:
Referring to FIGURE 3 a laser spectral analyzing system is shown generally
at 30 incorporating a laser firing control of the present invention. A high-energy
laser 35 controlled by controller 36 to emit laser beam 37 toward upper surface of a
sample 32, which emits a spectrum 33 that is captured by a spectrograph 34 and
further receives emissions given off from the energized sample (not shown).
Analyzer 30 further includes range-finding laser 38 which produces an output signal
39 directed toward upper surface of sample 32 and upon contacting upper surface
feedback signal 40 is reflected back to range finder 38. In an embodiment, sample
8 32 may be a slurry stream. Range finder 38 compares output signal 39 to feedback
signal 40 to accurately determine the distance of upper surface 33 relative to sensor
system 35. Range finder 38 produces an electrical signal to controller 36 triggering
laser 41 to emit laser beam 37 when upper surface of sample 32 is ascertained to be
within a predetermined distance from analyzer system 35.
With reference to FIGURE 4 the turbulence of slurry is shown by the
variation in height of upper surface 33 from, for example a high of point represented
by dot 42 and a low point represented by dot 43. As described herein above laser
41 is focused upon a focal plane, represented by line 44, and is able to accurately
characterize slurry 32 within an upper limit, represented by dashed line 45, and a
lower limit, represented by dashed line 46. In an embodiment the upper limit 45
and the lower limit 46 are each 0.5 mm from focal plane 44. Range fmder 38 is
capable of accurately determining when the surface 33 of the slurry is within the
upper and lower limits by emitting output signal 39 which strikes surface 33 and is
reflected back as feedback signal 40. Slurry 32 moves in the direction shown by
arrow 47 and upper surface 33 is shown as out of limit, above the upper limit 45.
As slurry stream 32 progresses it will be within limits 45, 46 when the portion
between points represented by dots 48, 49 pass under signal 39. When the upper
surface 33 is within the upper and lower limits 45, 46 a signal is sent to controller to
trigger laser 41 to fire and produce beam 37. Beam 37 turns the upper surface 33 of
the slurry into a plasma which allows for analysis of the slurry. In an alternative
embodiment range finder 38 sends a triggering signal directly to laser 41 to produce
beam 37. Laser beam 37 and range finder output signal 39 are shown as separated
9 by a distance in FIGURES 3 and 4 for illustration purposes only. An embodiment
of the present invention positions the two signals within a very small distance, 0.1 to
0.25 mm. Another embodiment allows the two signals to be co-linear, thus
impinging on the sample surface at the same location.
The range finder may be any one of several devices known in the art
including a range-finding laser, ultrasound, radar or other suitable range finding
technique. The advantage of the present invention over the prior art is the ability of
range finder 38 to quickly and accurately establish that the upper surface 33 is
positioned within the limits 45, 46 of the laser spectral analyzer 35. The slurry
stream turbulence for a particular embodiment undulates in and out of the laser
spectral analyzer 35 focal limits 45, 46 at a frequency of about 10" seconds. An
embodiment of the present invention includes a helium-neon laser range finder
which can establish the position of the upper surface 33 at a frequency of about 10
seconds. The rapid acquisition of the position of upper surface 33 by range finder
38 ensures that laser 41 will only be triggered when the upper surface is within the
limits 45, 46 of the laser spectral analyzer leading to a more accurate analysis of
slurry 32 and less acquisition errors for the laser spectral analyzer.
While the present invention has been described in conjunction with froth
flotation machines, it will be appreciated that many of the sensing, monitoring and
control techniques and instrumentation may be used in connection with any
processing system for a mufti component mixture.
With reference to FIGURE 6 there is shown an embodiment of the present
invention directed toward a number industrial manufacturing processes where
10 characterization of a moving sample is particularly advantageous. The Basic laser
spectral analyzing system is similar to that described herein above with reference to
FIGURE 3. The embodiment of FIGURE 6 is a rolling mill of sheet metal
production process including rollers 60, 61 and producing sheet steel 62. Steel
sheet 62 flows in a continuous fashion from a rolling mill in the direction indicated
by arrow 63 as is well known. It is advantageous to sample certain characteristics
of sheet 62 in real time while the process continues. Surface 64 of sheet 62 may
vary by more than the tolerance of laser spectral analyzer 30. As described herein
above range finding system 38 works in conjunction with computer controller 36 to
control the firing of laser 35 and/or data acquisition of system 30 to points in time
where surface 64 is within the operating limits of the system. It is contemplated by
the present invention that system 30 is included in other types of manufacturing
processes similar to those described herein above. Examples of these processes
include, but are not limited to, a continuous casting machine, a textile fiber
extrusion machine, and the like.
While preferred embodiments have been shown and described, various
modifications and substitutions may be made thereto without departing from the
spirit and scope of the invention. Accordingly, it is to be understood that the present
invention has been described by way of illustrations and not limitation.
11

Claims

What is claimed is:
CLAIM 1 A laser spectral analyzer analyzing composition characteristics of a
stream of material moving past the analyzer, the analyzer comprising:
a laser spectroscopy sensor having a light source emitting flashes of high
energy light to a predetermined focal space and exciting electrons of material
illuminated generally in the focal space;
a detector detecting the spectra of the excited electrons;
a processor receiving data from the detector and identifying peaks from the
spectra associated with composition characteristics of the material;
a sample location detection system determining the position of an outer
surface of the sample, and
circuitry receiving data relative to the position of the sample surface and
controlling the operation of the analyzer to eliminate errors in detection arising
when the outer surface of the sample is outside of the focal space.
CLAIM 2 The analyzer of claim 1 wherein the circuitry controls the light source
so as not to emit a flash of light when the outer surface of the sample is outside of
the focal space.
CLAIM 3 The analyzer of claim 1 wherein the circuitry directs the detector to
disregard excited electrons from the sample when the outer surface of the sample is
outside of the focal space.
12 CLAIM 4 The analyzer of claim 1 wherein the circuitry directs the processor not
to identify spectra from the sample when the outer surface of the sample is outside
of the focal space.
CLAIM 5. The analyzer of claim 1 wherein the sample detection is comprised of
a range-finding laser, an infrared range finder or an ultrasonic range finder.
CLAIM 6. A sample location detection system for use with a laser spectral
analyzer having a predetermined operating range and analyzing composition
characteristics of a material, the sample location detection system comprising a
range finder having a sensor sensing a position of an outer surface the material.
CLAIM 7. The sample location system in claim 6 wherein the range finder
produces data relative to the position of the material, the sample location system
further comprises circuitry analyzing the sensed position and a predetermined
operating range of the analyzer.
CLAIM 8. The sample location system in claim 6 wherein the range finder
produces data relative to the position of the material, wherein the circuitry produces
signals representative of in range and out of range determinations; and
a controller receiving the signals and controlling the operation of the analyzer
with the controller enabling the analyzer in response to the in range condition and
disabling the analyzer in response to an out of range condition.
13 CLAIM 9. The sample location system 6 wherein the range finder comprises a
range finding laser, an infrared range finder, an ultrasonic range finder, or a radar
range finder.
14
PCT/US1999/004756 1998-03-03 1999-03-03 Improved laser spectral analyzer with sample location detector WO1999045368A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU28943/99A AU2894399A (en) 1998-03-03 1999-03-03 Improved laser spectral analyzer with sample location detector

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US7663998P 1998-03-03 1998-03-03
US60/076,639 1998-03-03

Publications (1)

Publication Number Publication Date
WO1999045368A1 true WO1999045368A1 (en) 1999-09-10

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Cited By (2)

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GB2406377A (en) * 2003-09-25 2005-03-30 Qinetiq Ltd Laser spectroscopic identification of asbestos
EP3191840A4 (en) * 2014-09-12 2018-04-11 Purdue Research Foundation Metal-antibody tagging and plasma-based detection

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US4986658A (en) * 1989-04-21 1991-01-22 Lehigh University Transient spectroscopic method and apparatus for in-process analysis of molten metal
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US4652128A (en) * 1984-12-12 1987-03-24 Kawasaki Steel Corporation Method of performing continuous on-line laser emission spectroscopic analysis on a flowing fluid sample by laser and apparatus therefor
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US4986658A (en) * 1989-04-21 1991-01-22 Lehigh University Transient spectroscopic method and apparatus for in-process analysis of molten metal
US4986658B1 (en) * 1989-04-21 1996-06-25 Univ Lehigh Transient spectroscopic method and apparatus for in-process analysis of molten metal
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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2406377A (en) * 2003-09-25 2005-03-30 Qinetiq Ltd Laser spectroscopic identification of asbestos
EP3191840A4 (en) * 2014-09-12 2018-04-11 Purdue Research Foundation Metal-antibody tagging and plasma-based detection
US10451556B2 (en) 2014-09-12 2019-10-22 Purdue Research Foundation Metal-antibody tagging and plasma-based detection
US10514338B2 (en) 2014-09-12 2019-12-24 Purdue Research Foundation Metal-antibody tagging and plasma-based detection

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Publication number Publication date
ZA991718B (en) 1999-09-08
AU2894399A (en) 1999-09-20

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